diff --git a/model/HuggingFace/HuggingFace.md b/model/HuggingFace/HuggingFace.md
new file mode 100644
index 0000000000000000000000000000000000000000..58db736ff6bc21b1c4bb5d73a60a1ce370cd2c90
--- /dev/null
+++ b/model/HuggingFace/HuggingFace.md
@@ -0,0 +1,3 @@
+# Hugging Face
+
+## Pipeline
\ No newline at end of file
diff --git a/model/HuggingFace/__pycache__/zero_shot_classification.cpython-313.pyc b/model/HuggingFace/__pycache__/zero_shot_classification.cpython-313.pyc
index ce5751d6c67c79d31be4cb42e30b129356d13037..a10d9b0091b8c793e9a3f1ef973d7fa8eaeef791 100644
Binary files a/model/HuggingFace/__pycache__/zero_shot_classification.cpython-313.pyc and b/model/HuggingFace/__pycache__/zero_shot_classification.cpython-313.pyc differ
diff --git a/model/multi_label_test.py b/model/multi_label_test.py
new file mode 100644
index 0000000000000000000000000000000000000000..525799826f4c4001244e6af91d53edae23aeb9ba
--- /dev/null
+++ b/model/multi_label_test.py
@@ -0,0 +1,57 @@
+import sys
+import os
+
+# Ajouter le répertoire parent au chemin de recherche
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../")))
+
+from model.HuggingFace.zero_shot_classification import create_classifier, classify
+
+labels = [
+    "Diabetes",
+    "Cancer",
+    "Chronic respiratory disease",
+    "Cardiovascular diseases",
+    "Mental Health",
+    "Diabetes type 1",
+    "Diabetes type 2"
+]
+
+classifier = create_classifier()
+
+sequence = "Cancer and diabetes are two of the most prevalent and impactful diseases affecting millions of people worldwide. Both conditions require extensive medical attention and lifestyle changes to manage effectively.\
+    Cancer is characterized by the uncontrolled growth of abnormal cells in the body. It can develop in almost any organ or tissue and is often categorized by its location, such as lung cancer, breast cancer, or skin cancer. Risk factors for cancer include genetic predisposition, smoking, exposure to harmful chemicals, and unhealthy diets. Early detection through screening and advancements in treatment, such as chemotherapy and immunotherapy, have improved outcomes for many patients.\
+    On the other hand, diabetes is a metabolic disorder that impairs the body’s ability to regulate blood sugar levels. Type 1 diabetes is an autoimmune condition where the body attacks insulin-producing cells, while Type 2 diabetes is often associated with lifestyle factors such as obesity and physical inactivity. Managing diabetes involves monitoring blood sugar levels, adhering to a healthy diet, regular physical activity, and, in many cases, using medications or insulin therapy.\
+    While these two conditions are distinct in their causes and progression, they share some common ground. For instance, both cancer and diabetes are influenced by genetic factors and lifestyle choices. Additionally, diabetes has been linked to an increased risk of developing certain types of cancer, highlighting the importance of comprehensive health monitoring.\
+    In the fight against these diseases, research continues to advance, offering hope for improved treatments and even potential cures. Public awareness and preventive measures, such as avoiding smoking, maintaining a healthy weight, and undergoing regular medical check-ups, play a critical role in reducing the burden of cancer and diabetes on individuals and society."
+
+results = classify(classifier, sequence, lables=labels)
+print(f"Labels: {results["labels"]}")
+print(f"Scores: {results["scores"]}")
+
+results_multi = []
+
+for id, label in enumerate(results["labels"]):
+    results_multi.append({
+        "label": label,
+        "score": results["scores"][id]
+    })
+
+results_solo = []
+
+for label in labels:
+    tmp = []
+    tmp.append(label)
+
+    results = classify(classifier, sequence, lables=tmp)
+    print(f"Labels: {results["labels"]}")
+    print(f"Scores: {results["scores"]}")
+
+    results_solo.append({
+        "label": label,
+        "score": results["scores"][0]
+    })
+
+for result_multi in results_multi:
+    for result_solo in results_solo:
+        if result_multi["label"] == result_solo["label"]:
+            print(f"\"{result_multi["label"]}\": {(result_multi["score"] + result_solo["score"]) / 2}")
\ No newline at end of file
diff --git a/model/results/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/model/results/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from model/results/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to model/results/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/model/results/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/model/results/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from model/results/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to model/results/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/model/results/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/model/results/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from model/results/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to model/results/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/model/results/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/model/results/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from model/results/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to model/results/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/model/results/facebook-bart_large_mnli.txt b/model/results/v1/facebook-bart_large_mnli.txt
similarity index 100%
rename from model/results/facebook-bart_large_mnli.txt
rename to model/results/v1/facebook-bart_large_mnli.txt
diff --git a/model/results/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/model/results/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from model/results/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to model/results/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/model/results/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/model/results/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..170927b4f25c930bc2da5309e3c55595c6ad4461
--- /dev/null
+++ b/model/results/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
@@ -0,0 +1,513 @@
+---------------------------------
+MODEL: MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.8440265655517578, 0.07772329449653625, 0.05581170693039894, 0.00844326987862587, 0.007423624396324158, 0.0035675191320478916, 0.0030041057616472244]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.8277870416641235, 0.117423877120018, 0.01660686358809471, 0.01632811687886715, 0.009806087240576744, 0.00634268531575799, 0.005705332383513451]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.8351706266403198, 0.14739008247852325, 0.010368571616709232, 0.0034323048312216997, 0.0019163325196132064, 0.0008867097203619778, 0.0008353916346095502]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Labels: ['Mental Health', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.19939258694648743, 0.1546698659658432, 0.14518404006958008, 0.13189901411533356, 0.1257144808769226, 0.12241782248020172, 0.12072227895259857]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.9156419038772583, 0.05999014526605606, 0.012487509287893772, 0.003188834059983492, 0.002946780528873205, 0.0028921787161380053, 0.002852646866813302]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.9537433981895447, 0.021059632301330566, 0.012953108176589012, 0.0038530356250703335, 0.0032378239557147026, 0.0026728396769613028, 0.0024801853578537703]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.954463541507721, 0.017953049391508102, 0.01321371179074049, 0.004106417298316956, 0.0038589059840887785, 0.003539028577506542, 0.002865289803594351]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.9605531096458435, 0.018962694332003593, 0.011594840325415134, 0.002321947133168578, 0.0022099600173532963, 0.002194143133237958, 0.0021633943542838097]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.9492084980010986, 0.01695050299167633, 0.015013966709375381, 0.005040201358497143, 0.0047828820534050465, 0.004759346600621939, 0.004244627896696329]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.3734937906265259, 0.36419063806533813, 0.25822606682777405, 0.0010903052752837539, 0.0010338862193748355, 0.0009833156364038587, 0.000982011086307466]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.929577112197876, 0.045471180230379105, 0.013576213270425797, 0.0040728929452598095, 0.003690999699756503, 0.0018559059826657176, 0.0017557297833263874]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.8406513333320618, 0.11611803621053696, 0.01980486512184143, 0.011220879852771759, 0.004641211591660976, 0.004396802745759487, 0.0031668338924646378]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.5882074236869812, 0.30781152844429016, 0.05460798740386963, 0.025771941989660263, 0.009193318895995617, 0.007224864326417446, 0.007182817440479994]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5597911477088928, 0.41260936856269836, 0.012213164940476418, 0.008596384897828102, 0.0024067345075309277, 0.0022800257429480553, 0.002103222534060478]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9749150276184082, 0.013500072993338108, 0.004633780103176832, 0.002149630803614855, 0.0016660548280924559, 0.0016443744534626603, 0.0014909438323229551]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.4678764045238495, 0.4630063772201538, 0.030813230201601982, 0.02786307781934738, 0.0062576462514698505, 0.0023500933311879635, 0.001833209185861051]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.735882043838501, 0.10374011844396591, 0.03423094376921654, 0.033882152289152145, 0.031060948967933655, 0.031044481322169304, 0.030159400776028633]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer']
+Scores: [0.8960698246955872, 0.03410521149635315, 0.02587447687983513, 0.014110713265836239, 0.011188225820660591, 0.009809965267777443, 0.008841601200401783]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.926322877407074, 0.02947903610765934, 0.022630443796515465, 0.005768670234829187, 0.0057533239014446735, 0.005091392435133457, 0.004954211879521608]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.9547621011734009, 0.01765258051455021, 0.014005911536514759, 0.0034983609803020954, 0.0034774078521877527, 0.0033055220264941454, 0.0032981252297759056]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7713309526443481, 0.09410303086042404, 0.0733458623290062, 0.021145956590771675, 0.017992379143834114, 0.011484071612358093, 0.010597656480967999]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.8203072547912598, 0.1742566078901291, 0.0012118109734728932, 0.0011403615353628993, 0.0011336203897371888, 0.0011164197931066155, 0.0008339513442479074]
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6805844306945801, 0.21194836497306824, 0.10628421604633331, 0.0003903777396772057, 0.0002780755457933992, 0.0002623489126563072, 0.0002522076538298279]
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.9056457877159119, 0.05073389410972595, 0.03057132475078106, 0.0034619562793523073, 0.0034489398822188377, 0.003141752677038312, 0.00299640535376966]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.3734937906265259, 0.36419063806533813, 0.25822606682777405, 0.0010903052752837539, 0.0010338862193748355, 0.0009833156364038587, 0.000982011086307466]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
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+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9460946917533875, 0.022930210456252098, 0.02020360343158245, 0.003004586324095726, 0.0026628519408404827, 0.00260159932076931, 0.0025024088099598885]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.6111804842948914, 0.38724908232688904, 0.0004557817883323878, 0.0003195751633029431, 0.000295365258352831, 0.0002600617881398648, 0.00023964194406289607]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.6148871183395386, 0.337549090385437, 0.014212606474757195, 0.011057415045797825, 0.00799598265439272, 0.0075330412946641445, 0.006764716003090143]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.4476583003997803, 0.32393473386764526, 0.19768930971622467, 0.026833191514015198, 0.0016548573039472103, 0.0011420504888519645, 0.0010875880252569914]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.46800151467323303, 0.27829018235206604, 0.16439862549304962, 0.030713815242052078, 0.020521974191069603, 0.02022312581539154, 0.017850754782557487]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 165.958669424057 seconds
+Good classification: 44/75 ( 58.67% )
+At least one good per entrie: 41/63 ( 65.08% )
+Mean score: 0.7826057844691806
+Median score: 0.7713309526443481
diff --git a/model/results/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/model/results/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1862107dd74b462c889c7a896346a596ef37f63e
--- /dev/null
+++ b/model/results/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
@@ -0,0 +1,513 @@
+---------------------------------
+MODEL: MoritzLaurer/bge-m3-zeroshot-v2.0
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.49104395508766174, 0.16369901597499847, 0.12350116670131683, 0.08517556637525558, 0.053047046065330505, 0.05289459228515625, 0.03063865751028061]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.5978028774261475, 0.1453372836112976, 0.11022171378135681, 0.08144989609718323, 0.03041253611445427, 0.01985061541199684, 0.014925106428563595]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.3273695409297943, 0.18709000945091248, 0.1820482611656189, 0.14700336754322052, 0.11011340469121933, 0.02581406943500042, 0.020561231300234795]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Labels: ['Diabetes type 2', 'Cancer', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.2164626121520996, 0.1958952248096466, 0.1444205492734909, 0.1441187858581543, 0.13638150691986084, 0.09737986326217651, 0.06534136831760406]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.7143868803977966, 0.2049565315246582, 0.03594612702727318, 0.016304800286889076, 0.01312537956982851, 0.008237621746957302, 0.0070426189340651035]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.3882712423801422, 0.369845449924469, 0.13116291165351868, 0.04793066903948784, 0.043976638466119766, 0.0096281748265028, 0.009184928610920906]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.6910886764526367, 0.14264647662639618, 0.0947919562458992, 0.024208471179008484, 0.017620161175727844, 0.01746062934398651, 0.012183667160570621]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6125675439834595, 0.1908707171678543, 0.1075952798128128, 0.03282614052295685, 0.025262074545025826, 0.021020812913775444, 0.009857388213276863]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8511291742324829, 0.07213407009840012, 0.02571057341992855, 0.020208967849612236, 0.014898793771862984, 0.00798572413623333, 0.00793259497731924]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8388976454734802, 0.12561433017253876, 0.01444514561444521, 0.011365544982254505, 0.005368859972804785, 0.002470616018399596, 0.0018378454260528088]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Labels: ['Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.5399250388145447, 0.19587115943431854, 0.1498805433511734, 0.04343613237142563, 0.03845217451453209, 0.0282386876642704, 0.004196215886622667]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.8783205151557922, 0.06749693304300308, 0.02275048941373825, 0.013758081942796707, 0.01207081601023674, 0.00323536922223866, 0.002367817796766758]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.40614551305770874, 0.4031527042388916, 0.12505711615085602, 0.029683325439691544, 0.023078080266714096, 0.006558031775057316, 0.006325245834887028]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4966847896575928, 0.30586832761764526, 0.09215877950191498, 0.052182409912347794, 0.03832383081316948, 0.009333648718893528, 0.005448273848742247]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Labels: ['Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.8317605257034302, 0.06637105345726013, 0.03591431677341461, 0.02163298800587654, 0.020177382975816727, 0.012438595294952393, 0.011705165728926659]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.3240162432193756, 0.3120652437210083, 0.2830915153026581, 0.05325157940387726, 0.01930481567978859, 0.005513758864253759, 0.0027568445075303316]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.42649000883102417, 0.1985839307308197, 0.16150809824466705, 0.06751085817813873, 0.06702661514282227, 0.045195240527391434, 0.033685263246297836]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7692371606826782, 0.10965025424957275, 0.053159166127443314, 0.02782527357339859, 0.024269461631774902, 0.009760526940226555, 0.006098226178437471]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.7744910717010498, 0.12094035744667053, 0.04913081228733063, 0.023277178406715393, 0.01856330595910549, 0.007086236495524645, 0.0065110232681035995]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.8407827019691467, 0.06239984184503555, 0.04801499471068382, 0.026146357879042625, 0.010478957556188107, 0.006180429831147194, 0.005996632855385542]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.6631135940551758, 0.11600172519683838, 0.07280310243368149, 0.04758711904287338, 0.04200540855526924, 0.03250109776854515, 0.025987885892391205]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Cancer', 'Mental Health']
+Scores: [0.5183308124542236, 0.4402160048484802, 0.0183876920491457, 0.010867564007639885, 0.005222389940172434, 0.004020125605165958, 0.0029554718639701605]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Labels: ['Cardiovascular diseases', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.597013533115387, 0.22093626856803894, 0.17162442207336426, 0.0038251543883234262, 0.0034790216013789177, 0.00200435402803123, 0.0011173252714797854]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Labels: ['Chronic respiratory disease', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.394596666097641, 0.15470829606056213, 0.14136961102485657, 0.13203777372837067, 0.12488564103841782, 0.039523784071207047, 0.012878257781267166]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8388976454734802, 0.12561433017253876, 0.01444514561444521, 0.011365544982254505, 0.005368859972804785, 0.002470616018399596, 0.0018378454260528088]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6467580795288086, 0.22926753759384155, 0.0653071328997612, 0.020889775827527046, 0.019257713109254837, 0.010699251666665077, 0.0078204944729805]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Labels: ['Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Diabetes type 2']
+Scores: [0.5157747268676758, 0.35423800349235535, 0.07431752979755402, 0.04604894295334816, 0.005321958567947149, 0.0023883795365691185, 0.0019104218808934093]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Labels: ['Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes', 'Cancer', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1']
+Scores: [0.2592085599899292, 0.20018315315246582, 0.18279021978378296, 0.11415493488311768, 0.08732758462429047, 0.0809212476015091, 0.0754142701625824]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
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+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.38244596123695374, 0.23532404005527496, 0.12610754370689392, 0.08088988065719604, 0.07161928713321686, 0.055826857686042786, 0.04778643324971199]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 399.3660042285919 seconds
+Good classification: 31/75 ( 41.33% )
+At least one good per entrie: 23/63 ( 36.51% )
+Mean score: 0.7297625946998596
+Median score: 0.7143868803977966
diff --git a/model/results/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/model/results/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be8dc8ca907763dfabc5d9ab4f6dfd237296a0e5
--- /dev/null
+++ b/model/results/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
@@ -0,0 +1,513 @@
+---------------------------------
+MODEL: MoritzLaurer/deberta-v3-base-zeroshot-v1.1-all-33
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9721772074699402, 0.011945795267820358, 0.008560189977288246, 0.004031662829220295, 0.0013517653569579124, 0.001306799240410328, 0.000626442430075258]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.918960452079773, 0.07544998079538345, 0.0022445903159677982, 0.001529619679786265, 0.0013753562234342098, 0.00023938558297231793, 0.00020056558423675597]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Labels: ['Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.5544914603233337, 0.2753625810146332, 0.1657872051000595, 0.002288763877004385, 0.0009068789076991379, 0.0006672719027847052, 0.0004958796198479831]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Labels: ['Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2']
+Scores: [0.23367907106876373, 0.1672276258468628, 0.15173932909965515, 0.1242782399058342, 0.11126436293125153, 0.10718409717082977, 0.10462722927331924]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.7062304019927979, 0.29153984785079956, 0.0016251575434580445, 0.00027583379414863884, 0.00016020004113670439, 8.97513673407957e-05, 7.867629028623924e-05]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.9945132732391357, 0.002583072753623128, 0.0017150744097307324, 0.00044873449951410294, 0.0003610517014749348, 0.00020083674462512136, 0.00017800668138079345]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.9910258650779724, 0.004065112676471472, 0.002347000641748309, 0.0007461438071914017, 0.0007292613154277205, 0.0005997547414153814, 0.0004868481191806495]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.995252788066864, 0.0016996755730360746, 0.0015777602093294263, 0.0004369753587525338, 0.0003766718436963856, 0.00036148811341263354, 0.00029456481570377946]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9951856732368469, 0.0022439584136009216, 0.0015376174123957753, 0.000501035712659359, 0.0002794468018691987, 0.0001578951341798529, 9.441468137083575e-05]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4354042112827301, 0.41399940848350525, 0.15007854998111725, 0.00027269471320323646, 8.479245298076421e-05, 8.470484317513183e-05, 7.570160960312933e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Labels: ['Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes', 'Cancer', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health']
+Scores: [0.8041653633117676, 0.13179068267345428, 0.05798397585749626, 0.002293652854859829, 0.0014168196357786655, 0.0011836796766147017, 0.001165939960628748]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.9686707258224487, 0.027379794046282768, 0.002827851101756096, 0.000542977883014828, 0.00031739933183416724, 0.00013909458357375115, 0.0001221376151079312]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6199191808700562, 0.22165891528129578, 0.15641887485980988, 0.0016483303625136614, 0.00014958179963286966, 0.00012053948012180626, 8.45799149828963e-05]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.8548347353935242, 0.14401137828826904, 0.00040410985820926726, 0.00028994795866310596, 0.000185735771083273, 0.00016762442828621715, 0.00010651555203367025]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.9771831035614014, 0.017325496301054955, 0.0023350967094302177, 0.0011750959092751145, 0.0007819383172318339, 0.0007228672038763762, 0.0004764133191201836]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.5564293265342712, 0.31265556812286377, 0.08548872917890549, 0.04490639641880989, 0.00024224906519521028, 0.00017818913329392672, 9.95103910099715e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.7213611006736755, 0.137778177857399, 0.1363435983657837, 0.0024973973631858826, 0.0012279406655579805, 0.0004427153035067022, 0.0003489873488433659]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.9222722053527832, 0.0730694979429245, 0.0038668864872306585, 0.00033965532202273607, 0.00018911219376605004, 0.00017523077258374542, 8.733445429243147e-05]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9973833560943604, 0.0009613328147679567, 0.0007909706328064203, 0.000552804849576205, 0.0001119814915000461, 0.00011098498362116516, 8.854141924530268e-05]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.9988191723823547, 0.0004848254029639065, 0.00022307707695290446, 0.0001538175856694579, 0.00010727861081250012, 0.00010661860142135993, 0.00010519822535570711]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.9961187839508057, 0.0016153055476024747, 0.0008208304061554372, 0.0005063393036834896, 0.0005047136801294982, 0.0002204175980295986, 0.00021361994731705636]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.8613099455833435, 0.13810119032859802, 0.00014668091898784041, 0.00012933785910718143, 0.00011438391084084287, 0.00010048059630207717, 9.797442908165976e-05]
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Labels: ['Diabetes type 1', 'Cardiovascular diseases', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Diabetes type 2', 'Mental Health']
+Scores: [0.4245673418045044, 0.39667409658432007, 0.1785176396369934, 6.87785359332338e-05, 6.619984196731821e-05, 6.034483158146031e-05, 4.5559878344647586e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.973613977432251, 0.009447605349123478, 0.0068306694738566875, 0.002906709210947156, 0.002623967593535781, 0.002526435535401106, 0.0020506270229816437]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4354042112827301, 0.41399940848350525, 0.15007854998111725, 0.00027269471320323646, 8.479245298076421e-05, 8.470484317513183e-05, 7.570160960312933e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 2', 'Cancer', 'Mental Health']
+Scores: [0.6000568270683289, 0.39932864904403687, 0.00016776348638813943, 0.00016060032066889107, 0.00010281264985678717, 9.972015686798841e-05, 8.356591570191085e-05]
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Diabetes type 2']
+Scores: [0.5365517139434814, 0.4623839557170868, 0.0004620219406206161, 0.00024026511528063565, 0.00015422030992340297, 0.00011909836757695302, 8.868728764355183e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Labels: ['Diabetes type 1', 'Mental Health', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2', 'Cardiovascular diseases']
+Scores: [0.17157985270023346, 0.16388268768787384, 0.15380136668682098, 0.13666731119155884, 0.13392440974712372, 0.1277264952659607, 0.11241785436868668]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'COVID-19', 'Male', 'Female', 'Middle Aged', 'Retrospective Studies', 'Pakistan', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Adult', 'SARS-CoV-2', 'Survival Rate', 'Incidence']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.4568750262260437, 0.33050960302352905, 0.2090645283460617, 0.0027108797803521156, 0.0007002532365731895, 8.847760909702629e-05, 5.122039146954194e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658119
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'Diabetes Mellitus, Type 1', 'Child', 'Male', 'Female', 'Retrospective Studies', 'Adolescent', 'Saudi Arabia', 'Child, Preschool', 'Incidence', 'Polyuria', 'Abdominal Pain', 'Polydipsia', 'Vomiting', 'Age Factors', 'Severity of Illness Index']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.5331270098686218, 0.46643611788749695, 0.00011189074575668201, 0.00010559247311903164, 7.930550054879859e-05, 7.234522490762174e-05, 6.776472582714632e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658013
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Adolescent', 'Female', 'Male', 'Self Efficacy', 'Quality of Life', 'Jordan', 'Glycemic Control', 'Empowerment', 'Glycated Hemoglobin', 'Child']
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.614888608455658, 0.38450077176094055, 0.00024187489179894328, 0.00016464159125462174, 7.206643931567669e-05, 6.621461943723261e-05, 6.581403431482613e-05]
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39653802
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Exercise', 'Insulin Infusion Systems', 'Insulin', 'Adolescent', 'Child', 'Hypoglycemic Agents', 'Europe', 'Blood Glucose', 'Adult']
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.4999255836009979, 0.4997158348560333, 8.441301179118454e-05, 7.922318036435172e-05, 7.860403275117278e-05, 6.581212801393121e-05, 5.056839290773496e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39652177
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Dermatitis, Atopic', 'Comorbidity', 'Risk Factors', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus', 'Child', 'Adult']
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.6210528016090393, 0.19512109458446503, 0.07256609946489334, 0.04963822662830353, 0.02321256510913372, 0.020673520863056183, 0.017735643312335014]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39649224
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Genetic Predisposition to Disease', 'Genome-Wide Association Study', 'Glycated Hemoglobin', 'Mendelian Randomization Analysis', 'Polymorphism, Single Nucleotide', 'Spondylitis, Ankylosing']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
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+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39645243
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Insulin-Secreting Cells', 'Animals', 'Drug Development', 'Insulin Secretion', 'Insulin', 'Disease Progression', 'Glycemic Control']
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5506672263145447, 0.4488777220249176, 0.00013738161942455918, 9.221887012245134e-05, 9.040130680659786e-05, 8.145687024807557e-05, 5.3580519306706265e-05]
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+---------------------------------
+---------------------------------
+PMID: 39644976
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Diving', 'Adult', 'Hypoglycemia', 'Male', 'Female', 'Blood Glucose', 'Young Adult', 'Blood Glucose Self-Monitoring', 'Glycated Hemoglobin', 'Adolescent', 'Middle Aged']
+Labels: ['Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 2', 'Mental Health', 'Cancer']
+Scores: [0.5225213170051575, 0.47664257884025574, 0.00038474283064715564, 0.00027485634200274944, 6.354236393235624e-05, 5.816418706672266e-05, 5.4777567129349336e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39642862
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Diabetes Mellitus, Type 1', 'Humans', 'Islets of Langerhans Transplantation', 'Induced Pluripotent Stem Cells', 'Islets of Langerhans', 'Animals']
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease']
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+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39639901
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Cost-Benefit Analysis', 'Diabetes Mellitus, Type 2', 'Patient Education as Topic', 'Diabetes Mellitus, Type 1']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.5895997285842896, 0.4098817706108093, 0.00020449374278541654, 9.530499664833769e-05, 9.271371527574956e-05, 7.031438872218132e-05, 5.5769858590792865e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39636437
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'T-Lymphocytes, Regulatory', 'Mice, Inbred NOD', 'Mice', 'Female', 'Diabetes Mellitus, Type 1', 'Antigens, Differentiation, T-Lymphocyte', 'Antibodies, Monoclonal']
+Labels: ['Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 2', 'Mental Health']
+Scores: [0.5643802881240845, 0.43493154644966125, 0.0002838323125615716, 0.00017681212921161205, 8.969524060375988e-05, 8.405453991144896e-05, 5.381424125516787e-05]
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+---------------------------------
+---------------------------------
+PMID: 39632776
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.994701623916626, 0.002419379074126482, 0.0014825515681877732, 0.0009501232416369021, 0.00016653620696160942, 0.00016223544662352651, 0.00011743686627596617]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5976505279541016, 0.21530413627624512, 0.18664009869098663, 0.0001762696192599833, 8.271508704638109e-05, 7.373584230663255e-05, 7.25041827536188e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.3753860890865326, 0.3683457672595978, 0.25596150755882263, 0.00012266842531971633, 6.30522845312953e-05, 6.0882353864144534e-05, 6.005392424413003e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes', 'Mental Health']
+Scores: [0.19929704070091248, 0.1832541674375534, 0.16883903741836548, 0.14721179008483887, 0.13630858063697815, 0.0993560180068016, 0.0657334178686142]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.19795212149620056, 0.19462183117866516, 0.12720119953155518, 0.12348874658346176, 0.12264488637447357, 0.11958864331245422, 0.11450254917144775]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5635716319084167, 0.4352034032344818, 0.0008682782063260674, 0.00020828073320444673, 5.461667024064809e-05, 5.1473412895575166e-05, 4.228401667205617e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.6437686085700989, 0.3554243743419647, 0.00027648190734907985, 0.00015534230624325573, 0.00013681444397661835, 0.00012892030645161867, 0.00010946478869300336]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.540681779384613, 0.45793986320495605, 0.0009931882377713919, 0.00018950205412693322, 6.737355579389259e-05, 6.427444168366492e-05, 6.400389975169674e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5146090388298035, 0.4831244647502899, 0.0009258475038222969, 0.0009119238238781691, 0.00022953511506784707, 0.00011471749894553795, 8.450102905044332e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.5073028206825256, 0.49089449644088745, 0.0013890579575672746, 0.000167345380759798, 0.00011360989446984604, 7.576174539281055e-05, 5.689508543582633e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4941475987434387, 0.46723175048828125, 0.03823447227478027, 0.00018434894445817918, 7.197510421974584e-05, 6.977662997087464e-05, 6.00844832661096e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.6354917287826538, 0.36018431186676025, 0.0022522988729178905, 0.000815866980701685, 0.0006649640272371471, 0.0004895264864899218, 0.00010143168037757277]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.5366092920303345, 0.46208709478378296, 0.0009508634102530777, 9.41082980716601e-05, 9.17872239369899e-05, 8.869849989423528e-05, 7.825786451576278e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.5788488984107971, 0.32242462038993835, 0.09820154309272766, 0.0002044173306785524, 0.00018982074107043445, 6.612300057895482e-05, 6.455092079704627e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.38091951608657837, 0.32813936471939087, 0.2903485894203186, 0.00045215486898086965, 5.778746344731189e-05, 4.762537719216198e-05, 3.5057553759543225e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.640709400177002, 0.35745736956596375, 0.0006496939458884299, 0.0006131638074293733, 0.0003465907648205757, 0.00011750477278837934, 0.00010631020268192515]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.545452356338501, 0.45368120074272156, 0.0003285689454060048, 0.00029654428362846375, 0.00011216454731766135, 7.546021515736356e-05, 5.3692510846303776e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5494173169136047, 0.34037497639656067, 0.10859746485948563, 0.0009081285679712892, 0.000506152689922601, 0.0001405038492521271, 5.551861977437511e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.6182241439819336, 0.3808879256248474, 0.0002874199999496341, 0.00020820127974729985, 0.00014245630882214755, 0.00013049108383711427, 0.00011932344932574779]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.9960988163948059, 0.0014101923443377018, 0.0013586762361228466, 0.000524432398378849, 0.00023951742332428694, 0.00019011824042536318, 0.00017819515778683126]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.5435614585876465, 0.45608755946159363, 0.00010866330558201298, 6.884135655127466e-05, 6.792147178202868e-05, 6.0044210840715095e-05, 4.548014112515375e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.7364491820335388, 0.25880667567253113, 0.0020403338130563498, 0.001276701339520514, 0.0006341945845633745, 0.0004543224931694567, 0.00033861887641251087]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.4781419038772583, 0.35105887055397034, 0.1695992797613144, 0.0009626801474951208, 9.447874617762864e-05, 7.666072633583099e-05, 6.613352888962254e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5102556943893433, 0.42273157835006714, 0.04446082562208176, 0.014640094712376595, 0.0047507076524198055, 0.00171513797249645, 0.0014459667727351189]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 263.47224712371826 seconds
+Good classification: 34/75 ( 45.33% )
+At least one good per entrie: 29/63 ( 46.03% )
+Mean score: 0.8368042534397494
+Median score: 0.8704506754875183
diff --git a/model/results/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/model/results/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd5cc039620e9a3eda0e55000590f4244a8db01d
--- /dev/null
+++ b/model/results/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
@@ -0,0 +1,513 @@
+---------------------------------
+MODEL: MoritzLaurer/multilingual-MiniLMv2-L6-mnli-xnli
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.16168060898780823, 0.15845483541488647, 0.15251828730106354, 0.1388319730758667, 0.13777892291545868, 0.12544533610343933, 0.12529003620147705]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
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+---------------------------------
+Time to classify all articles: 19.358791828155518 seconds
+Good classification: 0/75 ( 0.0% )
+At least one good per entrie: 0/63 ( 0.0% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v2/facebook-bart_large_mnli.txt b/model/results/v2/facebook-bart_large_mnli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe43f286943cc85c7a839e200a37b5f9927714a3
--- /dev/null
+++ b/model/results/v2/facebook-bart_large_mnli.txt
@@ -0,0 +1,513 @@
+---------------------------------
+MODEL: facebook/bart-large-mnli
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
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+Scores: [0.44462183117866516, 0.1511513888835907, 0.13221998512744904, 0.09218830615282059, 0.06738319993019104, 0.06734561920166016, 0.045089736580848694]
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+---------------------------------
+---------------------------------
+PMID: 39673957
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+---------------------------------
+---------------------------------
+PMID: 39671417
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+---------------------------------
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+PMID: 39670874
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+Labels: ['Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Diabetes', 'Cardiovascular diseases']
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+---------------------------------
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+PMID: 39670442
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+---------------------------------
+PMID: 39670363
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+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
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+Scores: [0.3060101270675659, 0.25857245922088623, 0.21575716137886047, 0.1871296465396881, 0.011937175877392292, 0.011311192065477371, 0.009282262995839119]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes']
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+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Labels: ['Mental Health', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases']
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+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1']
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+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.8026060461997986, 0.16808263957500458, 0.009355511516332626, 0.006640846841037273, 0.004763074219226837, 0.004325952846556902, 0.0042259180918335915]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
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+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer']
+Scores: [0.5003178119659424, 0.4859308898448944, 0.004602620378136635, 0.0037156729958951473, 0.002010754542425275, 0.0018285791156813502, 0.0015936327399685979]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1']
+Scores: [0.5114331841468811, 0.35663697123527527, 0.045997314155101776, 0.032379381358623505, 0.02075575292110443, 0.019908513873815536, 0.012888802215456963]
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+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.8001227378845215, 0.172491192817688, 0.012277573347091675, 0.004881735425442457, 0.003769089700654149, 0.003301727818325162, 0.0031559118069708347]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.8714326024055481, 0.11629023402929306, 0.002669219858944416, 0.0024732560850679874, 0.0024165313225239515, 0.002362373750656843, 0.002355855656787753]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.6930192708969116, 0.26554957032203674, 0.015231345780193806, 0.007075713947415352, 0.007062678225338459, 0.0063788495026528835, 0.005682528484612703]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 1']
+Scores: [0.7115139365196228, 0.2520497143268585, 0.01043778471648693, 0.008918260224163532, 0.006165726110339165, 0.005735908169299364, 0.005178673658519983]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Diabetes type 1']
+Scores: [0.46178025007247925, 0.39141303300857544, 0.11760898679494858, 0.010487417690455914, 0.009142539463937283, 0.005830723326653242, 0.0037371027283370495]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1']
+Scores: [0.5507031083106995, 0.32206523418426514, 0.08853510022163391, 0.010977497324347496, 0.010405506007373333, 0.010111762210726738, 0.007201815024018288]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.5397040247917175, 0.4203238785266876, 0.013681801967322826, 0.008459016680717468, 0.006397612858563662, 0.0060821655206382275, 0.005351509898900986]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Labels: ['Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1']
+Scores: [0.8072803616523743, 0.14746761322021484, 0.012859789654612541, 0.01218368485569954, 0.00869434978812933, 0.007007298991084099, 0.0045068529434502125]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1']
+Scores: [0.4722335636615753, 0.35879188776016235, 0.12280953675508499, 0.017476286739110947, 0.013479756191372871, 0.008195356465876102, 0.0070136431604623795]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7364198565483093, 0.18420349061489105, 0.028274094685912132, 0.018644433468580246, 0.012030694633722305, 0.011195301078259945, 0.009232129901647568]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.8821131587028503, 0.036883316934108734, 0.031175611540675163, 0.016631662845611572, 0.011638529598712921, 0.011180747300386429, 0.010377033613622189]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.8722968101501465, 0.1229395866394043, 0.0012026262702420354, 0.0009979347232729197, 0.0009564190986566246, 0.0008251586696133018, 0.0007814654381945729]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer']
+Scores: [0.5706180334091187, 0.3605547249317169, 0.03180619701743126, 0.012817303650081158, 0.009355511516332626, 0.008484343998134136, 0.006363868713378906]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Diabetes type 1']
+Scores: [0.6411153674125671, 0.16685034334659576, 0.1664150208234787, 0.009250611066818237, 0.0062240976840257645, 0.005299473647028208, 0.004845077637583017]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.34633418917655945, 0.2441960871219635, 0.09421524405479431, 0.09026889503002167, 0.08233360201120377, 0.07539966702461243, 0.06725231558084488]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 463.80256962776184 seconds
+Good classification: 39/75 ( 52.0% )
+At least one good per entrie: 34/63 ( 53.97% )
+Mean score: 0.797397155972088
+Median score: 0.7952625453472137
diff --git a/model/results/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/model/results/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fba72543e5ce7e114c6ecf8c88e7b8d304b51dde
--- /dev/null
+++ b/model/results/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
@@ -0,0 +1,513 @@
+---------------------------------
+MODEL: microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Chronic respiratory disease', 'Diabetes type 2', 'Diabetes', 'Mental Health', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.17536193132400513, 0.14304900169372559, 0.1429223269224167, 0.141758993268013, 0.1394725739955902, 0.1381453424692154, 0.11928986757993698]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Chronic respiratory disease', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Diabetes type 1', 'Cancer', 'Diabetes']
+Scores: [0.17884287238121033, 0.14462420344352722, 0.1434626281261444, 0.142620250582695, 0.1364927589893341, 0.13228988647460938, 0.12166732549667358]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.16154806315898895, 0.1547689139842987, 0.14233550429344177, 0.13974528014659882, 0.1366901397705078, 0.13291935622692108, 0.1319926530122757]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Labels: ['Mental Health', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Diabetes', 'Cancer']
+Scores: [0.15251152217388153, 0.14813660085201263, 0.14654876291751862, 0.14122836291790009, 0.1406926065683365, 0.13585035502910614, 0.13503171503543854]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Labels: ['Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Cancer']
+Scores: [0.17665745317935944, 0.17299363017082214, 0.1707475483417511, 0.13084116578102112, 0.12353995442390442, 0.11996586620807648, 0.10525443404912949]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.1662590205669403, 0.16317561268806458, 0.16161289811134338, 0.14256179332733154, 0.13481830060482025, 0.12521906197071075, 0.10635331273078918]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Diabetes', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.16762980818748474, 0.1603311151266098, 0.14675329625606537, 0.13782669603824615, 0.13527798652648926, 0.12670694291591644, 0.12547416985034943]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Diabetes', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.15819747745990753, 0.1512688547372818, 0.14839506149291992, 0.14148665964603424, 0.13972923159599304, 0.13352394104003906, 0.1273987591266632]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Labels: ['Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1']
+Scores: [0.20615500211715698, 0.16903991997241974, 0.13840265572071075, 0.12656666338443756, 0.1205446869134903, 0.11983826011419296, 0.1194528117775917]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Chronic respiratory disease', 'Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Mental Health', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.1622573882341385, 0.1591080278158188, 0.15729188919067383, 0.14209702610969543, 0.1314448118209839, 0.12736904621124268, 0.1204318106174469]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Labels: ['Mental Health', 'Cardiovascular diseases', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes', 'Cancer']
+Scores: [0.17125780880451202, 0.1451570838689804, 0.14186596870422363, 0.1413549780845642, 0.13705751299858093, 0.1318613886833191, 0.1314452588558197]
+Selected labels: []
+---------------------------------
+---------------------------------
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+PMID: 39673670
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+PMID: 39673018
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+PMID: 39672583
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+PMID: 39672547
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+---------------------------------
+---------------------------------
+PMID: 39671339
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+PMID: 39671241
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+---------------------------------
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+PMID: 39671223
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+PMID: 39670902
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+PMID: 39669492
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+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
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+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
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+Selected labels: []
+---------------------------------
+Time to classify all articles: 86.83210062980652 seconds
+Good classification: 0/75 ( 0.0% )
+At least one good per entrie: 0/63 ( 0.0% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/model/results/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e81b144997c29fa598eddcea8da40c638642622
--- /dev/null
+++ b/model/results/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
@@ -0,0 +1,1269 @@
+---------------------------------
+MODEL: MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli
+TRESHOLD: 0.7
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes']
+Scores: [0.9955161213874817]
+Labels: ['Cancer']
+Scores: [0.021965112537145615]
+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Scores: [0.011866373009979725]
+Labels: ['Diabetes type 1']
+Scores: [0.9710109233856201]
+Labels: ['Diabetes type 2']
+Scores: [0.9612095355987549]
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
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+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
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+---------------------------------
+---------------------------------
+PMID: 39670874
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+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
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+---------------------------------
+---------------------------------
+PMID: 39670442
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+---------------------------------
+---------------------------------
+PMID: 39670363
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+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39667764
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+---------------------------------
+---------------------------------
+PMID: 39666732
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+---------------------------------
+---------------------------------
+PMID: 39666445
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+---------------------------------
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+PMID: 39666397
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+---------------------------------
+---------------------------------
+PMID: 39665943
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+---------------------------------
+---------------------------------
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+PMID: 39636437
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+---------------------------------
+PMID: 39632776
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+---------------------------------
+PMID: 39629047
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+---------------------------------
+---------------------------------
+PMID: 39625868
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+---------------------------------
+---------------------------------
+PMID: 39674195
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+PMID: 39674193
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+PMID: 39656981
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+---------------------------------
+---------------------------------
+PMID: 39656751
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+---------------------------------
+---------------------------------
+PMID: 39673731
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+---------------------------------
+---------------------------------
+PMID: 39673670
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+---------------------------------
+PMID: 39673172
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+PMID: 39673064
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+---------------------------------
+---------------------------------
+PMID: 39673018
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+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
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+---------------------------------
+---------------------------------
+PMID: 39672583
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+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
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+---------------------------------
+---------------------------------
+PMID: 39672582
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+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
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+---------------------------------
+---------------------------------
+PMID: 39672547
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+---------------------------------
+---------------------------------
+PMID: 39672082
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+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
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+---------------------------------
+---------------------------------
+PMID: 39671462
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+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
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+---------------------------------
+---------------------------------
+PMID: 39671339
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+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
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+---------------------------------
+---------------------------------
+PMID: 39671241
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+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
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+---------------------------------
+---------------------------------
+PMID: 39671223
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+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
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+---------------------------------
+---------------------------------
+PMID: 39670902
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+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
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+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
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+Labels: ['Diabetes type 2']
+Scores: [0.6979086399078369]
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+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes']
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+Scores: [0.9767183065414429]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Diabetes']
+Scores: [0.6064276099205017]
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+Scores: [0.04540769383311272]
+Labels: ['Diabetes type 2']
+Scores: [0.9164992570877075]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+Time to classify all articles: 153.41912841796875 seconds
+Good classification: 63/136 ( 46.32% )
+At least one good per entrie: 55/63 ( 87.3% )
+Mean score: 0.9507316672994245
+Median score: 0.9792386293411255
diff --git a/model/results/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/model/results/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4c3572bc2900dc346ba9a5cd38d4953dfa2d6a64
--- /dev/null
+++ b/model/results/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
@@ -0,0 +1,1269 @@
+---------------------------------
+MODEL: MoritzLaurer/bge-m3-zeroshot-v2.0
+TRESHOLD: 0.7
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes']
+Scores: [0.6491075754165649]
+Labels: ['Cancer']
+Scores: [0.011043424718081951]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03359037637710571]
+Labels: ['Cardiovascular diseases']
+Scores: [0.011665329337120056]
+Labels: ['Mental Health']
+Scores: [0.0032257947605103254]
+Labels: ['Diabetes type 1']
+Scores: [0.0796552374958992]
+Labels: ['Diabetes type 2']
+Scores: [0.1422712504863739]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Diabetes']
+Scores: [0.7813296914100647]
+Labels: ['Cancer']
+Scores: [0.0015645342646166682]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03932175412774086]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0042689526453614235]
+Labels: ['Mental Health']
+Scores: [0.0009549777605570853]
+Labels: ['Diabetes type 1']
+Scores: [0.08304574340581894]
+Labels: ['Diabetes type 2']
+Scores: [0.14766955375671387]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Labels: ['Diabetes']
+Scores: [0.17405393719673157]
+Labels: ['Cancer']
+Scores: [0.0006518644513562322]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05224863067269325]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014972938224673271]
+Labels: ['Mental Health']
+Scores: [0.00044265479664318264]
+Labels: ['Diabetes type 1']
+Scores: [0.029753969982266426]
+Labels: ['Diabetes type 2']
+Scores: [0.048382893204689026]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Labels: ['Diabetes']
+Scores: [0.0015866357134655118]
+Labels: ['Cancer']
+Scores: [0.0033101853914558887]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0015127497026696801]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0007255645468831062]
+Labels: ['Mental Health']
+Scores: [0.0003615714085754007]
+Labels: ['Diabetes type 1']
+Scores: [0.0016772346571087837]
+Labels: ['Diabetes type 2']
+Scores: [0.003978924360126257]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.9469271898269653]
+Labels: ['Cancer']
+Scores: [0.0010167132131755352]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004267032723873854]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0027254994492977858]
+Labels: ['Mental Health']
+Scores: [0.0007391728577204049]
+Labels: ['Diabetes type 1']
+Scores: [0.02787509746849537]
+Labels: ['Diabetes type 2']
+Scores: [0.5524786710739136]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes']
+Scores: [0.7194923758506775]
+Labels: ['Cancer']
+Scores: [0.0006859299028292298]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01943736895918846]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6852957010269165]
+Labels: ['Mental Health']
+Scores: [0.0007482293294742703]
+Labels: ['Diabetes type 1']
+Scores: [0.02507634274661541]
+Labels: ['Diabetes type 2']
+Scores: [0.20416194200515747]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Labels: ['Diabetes']
+Scores: [0.8834059834480286]
+Labels: ['Cancer']
+Scores: [0.0021927831694483757]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004642156884074211]
+Labels: ['Cardiovascular diseases']
+Scores: [0.002239616820588708]
+Labels: ['Mental Health']
+Scores: [0.001110111246816814]
+Labels: ['Diabetes type 1']
+Scores: [0.0935538038611412]
+Labels: ['Diabetes type 2']
+Scores: [0.20661653578281403]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Labels: ['Diabetes']
+Scores: [0.9337071776390076]
+Labels: ['Cancer']
+Scores: [0.008279087953269482]
+Labels: ['Chronic respiratory disease']
+Scores: [0.012254063971340656]
+Labels: ['Cardiovascular diseases']
+Scores: [0.023512491956353188]
+Labels: ['Mental Health']
+Scores: [0.0015259524807333946]
+Labels: ['Diabetes type 1']
+Scores: [0.2691468298435211]
+Labels: ['Diabetes type 2']
+Scores: [0.5583654642105103]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Labels: ['Diabetes']
+Scores: [0.9728975296020508]
+Labels: ['Cancer']
+Scores: [0.0013722737785428762]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004614285193383694]
+Labels: ['Cardiovascular diseases']
+Scores: [0.01765347830951214]
+Labels: ['Mental Health']
+Scores: [0.0013390588574111462]
+Labels: ['Diabetes type 1']
+Scores: [0.00971251167356968]
+Labels: ['Diabetes type 2']
+Scores: [0.15600743889808655]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes']
+Scores: [0.9962021708488464]
+Labels: ['Cancer']
+Scores: [0.0008293708669953048]
+Labels: ['Chronic respiratory disease']
+Scores: [0.003989404533058405]
+Labels: ['Cardiovascular diseases']
+Scores: [0.041477467864751816]
+Labels: ['Mental Health']
+Scores: [0.0004723000747617334]
+Labels: ['Diabetes type 1']
+Scores: [0.02391183376312256]
+Labels: ['Diabetes type 2']
+Scores: [0.8181951642036438]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.4306502640247345]
+Labels: ['Cancer']
+Scores: [0.01820196770131588]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9170951843261719]
+Labels: ['Cardiovascular diseases']
+Scores: [0.565741777420044]
+Labels: ['Mental Health']
+Scores: [0.000306623347569257]
+Labels: ['Diabetes type 1']
+Scores: [0.035703394562006]
+Labels: ['Diabetes type 2']
+Scores: [0.047020286321640015]
+Selected labels: ['Chronic respiratory disease']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.45043468475341797]
+Labels: ['Cancer']
+Scores: [0.0008891260949894786]
+Labels: ['Chronic respiratory disease']
+Scores: [0.020493201911449432]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9950239658355713]
+Labels: ['Mental Health']
+Scores: [0.0004917822079733014]
+Labels: ['Diabetes type 1']
+Scores: [0.015716027468442917]
+Labels: ['Diabetes type 2']
+Scores: [0.06778236478567123]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Labels: ['Diabetes']
+Scores: [0.9473801255226135]
+Labels: ['Cancer']
+Scores: [0.002168311271816492]
+Labels: ['Chronic respiratory disease']
+Scores: [0.033255528658628464]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9438143968582153]
+Labels: ['Mental Health']
+Scores: [0.0018886750331148505]
+Labels: ['Diabetes type 1']
+Scores: [0.06285985559225082]
+Labels: ['Diabetes type 2']
+Scores: [0.5971800088882446]
+Selected labels: ['Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Labels: ['Diabetes']
+Scores: [0.8903133273124695]
+Labels: ['Cancer']
+Scores: [0.0011004876578226686]
+Labels: ['Chronic respiratory disease']
+Scores: [0.02625805139541626]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7296545505523682]
+Labels: ['Mental Health']
+Scores: [0.00040402865852229297]
+Labels: ['Diabetes type 1']
+Scores: [0.059402208775281906]
+Labels: ['Diabetes type 2']
+Scores: [0.18346436321735382]
+Selected labels: ['Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Labels: ['Diabetes']
+Scores: [0.9679283499717712]
+Labels: ['Cancer']
+Scores: [0.010332322679460049]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03112036921083927]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0024606778752058744]
+Labels: ['Mental Health']
+Scores: [0.0028366809710860252]
+Labels: ['Diabetes type 1']
+Scores: [0.008274275809526443]
+Labels: ['Diabetes type 2']
+Scores: [0.11526314169168472]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.9324232935905457]
+Labels: ['Cancer']
+Scores: [0.0017283846391364932]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9116438627243042]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9244127869606018]
+Labels: ['Mental Health']
+Scores: [0.00044728629291057587]
+Labels: ['Diabetes type 1']
+Scores: [0.029697174206376076]
+Labels: ['Diabetes type 2']
+Scores: [0.2374299168586731]
+Selected labels: ['Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.5085740685462952]
+Labels: ['Cancer']
+Scores: [0.0029367657843977213]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0150826470926404]
+Labels: ['Cardiovascular diseases']
+Scores: [0.006338570266962051]
+Labels: ['Mental Health']
+Scores: [0.1577175110578537]
+Labels: ['Diabetes type 1']
+Scores: [0.015067351050674915]
+Labels: ['Diabetes type 2']
+Scores: [0.11046043783426285]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Labels: ['Diabetes']
+Scores: [0.950865626335144]
+Labels: ['Cancer']
+Scores: [0.0004813382402062416]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0012449724599719048]
+Labels: ['Cardiovascular diseases']
+Scores: [0.009077100083231926]
+Labels: ['Mental Health']
+Scores: [0.012459620833396912]
+Labels: ['Diabetes type 1']
+Scores: [0.058852341026067734]
+Labels: ['Diabetes type 2']
+Scores: [0.24001608788967133]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.9765034317970276]
+Labels: ['Cancer']
+Scores: [0.0011146699544042349]
+Labels: ['Chronic respiratory disease']
+Scores: [0.009928805753588676]
+Labels: ['Cardiovascular diseases']
+Scores: [0.017766017466783524]
+Labels: ['Mental Health']
+Scores: [0.001377425971440971]
+Labels: ['Diabetes type 1']
+Scores: [0.0979711264371872]
+Labels: ['Diabetes type 2']
+Scores: [0.44059082865715027]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Labels: ['Diabetes']
+Scores: [0.936934769153595]
+Labels: ['Cancer']
+Scores: [0.00031233413028530777]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0009057988063432276]
+Labels: ['Cardiovascular diseases']
+Scores: [0.006309522781521082]
+Labels: ['Mental Health']
+Scores: [0.00035702294553630054]
+Labels: ['Diabetes type 1']
+Scores: [0.027868835255503654]
+Labels: ['Diabetes type 2']
+Scores: [0.053658049553632736]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Labels: ['Diabetes']
+Scores: [0.9199998378753662]
+Labels: ['Cancer']
+Scores: [0.03824256733059883]
+Labels: ['Chronic respiratory disease']
+Scores: [0.014259443618357182]
+Labels: ['Cardiovascular diseases']
+Scores: [0.027865752577781677]
+Labels: ['Mental Health']
+Scores: [0.008717010729014874]
+Labels: ['Diabetes type 1']
+Scores: [0.09246392548084259]
+Labels: ['Diabetes type 2']
+Scores: [0.22301875054836273]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Labels: ['Diabetes']
+Scores: [0.9384583830833435]
+Labels: ['Cancer']
+Scores: [0.000501228787470609]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0038850298151373863]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014040154404938221]
+Labels: ['Mental Health']
+Scores: [0.00030212197452783585]
+Labels: ['Diabetes type 1']
+Scores: [0.9558683037757874]
+Labels: ['Diabetes type 2']
+Scores: [0.0009160111658275127]
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Labels: ['Diabetes']
+Scores: [0.9449480175971985]
+Labels: ['Cancer']
+Scores: [0.0030838875100016594]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0009244887623935938]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9959790110588074]
+Labels: ['Mental Health']
+Scores: [0.00033845013240352273]
+Labels: ['Diabetes type 1']
+Scores: [0.9666682481765747]
+Labels: ['Diabetes type 2']
+Scores: [0.0035988937597721815]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Labels: ['Diabetes']
+Scores: [0.08215579390525818]
+Labels: ['Cancer']
+Scores: [0.003764002351090312]
+Labels: ['Chronic respiratory disease']
+Scores: [0.40230002999305725]
+Labels: ['Cardiovascular diseases']
+Scores: [0.05347510054707527]
+Labels: ['Mental Health']
+Scores: [0.0003655898035503924]
+Labels: ['Diabetes type 1']
+Scores: [0.06089578941464424]
+Labels: ['Diabetes type 2']
+Scores: [0.07086487114429474]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes']
+Scores: [0.9962021708488464]
+Labels: ['Cancer']
+Scores: [0.0008293708669953048]
+Labels: ['Chronic respiratory disease']
+Scores: [0.003989404533058405]
+Labels: ['Cardiovascular diseases']
+Scores: [0.041477467864751816]
+Labels: ['Mental Health']
+Scores: [0.0004723000747617334]
+Labels: ['Diabetes type 1']
+Scores: [0.02391183376312256]
+Labels: ['Diabetes type 2']
+Scores: [0.8181951642036438]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Labels: ['Diabetes']
+Scores: [0.9329684972763062]
+Labels: ['Cancer']
+Scores: [0.001647466910071671]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005687744356691837]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007250587921589613]
+Labels: ['Mental Health']
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+Scores: [0.0006269791047088802]
+Labels: ['Diabetes type 2']
+Scores: [0.9710211753845215]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Labels: ['Diabetes']
+Scores: [0.8052119016647339]
+Labels: ['Cancer']
+Scores: [0.002872174372896552]
+Labels: ['Chronic respiratory disease']
+Scores: [0.02046811766922474]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9972418546676636]
+Labels: ['Mental Health']
+Scores: [0.00045037816744297743]
+Labels: ['Diabetes type 1']
+Scores: [0.0010498027550056577]
+Labels: ['Diabetes type 2']
+Scores: [0.9464529156684875]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
+Scores: [0.9740259647369385]
+Labels: ['Cancer']
+Scores: [0.006605252623558044]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0012403350556269288]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9858959913253784]
+Labels: ['Mental Health']
+Scores: [0.0005594975664280355]
+Labels: ['Diabetes type 1']
+Scores: [0.0011202289024367929]
+Labels: ['Diabetes type 2']
+Scores: [0.8556824326515198]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Labels: ['Diabetes']
+Scores: [0.9929155111312866]
+Labels: ['Cancer']
+Scores: [0.0008134495583362877]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005801094695925713]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0023444558028131723]
+Labels: ['Mental Health']
+Scores: [0.0003739439125638455]
+Labels: ['Diabetes type 1']
+Scores: [0.01344081200659275]
+Labels: ['Diabetes type 2']
+Scores: [0.6866587400436401]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Labels: ['Diabetes']
+Scores: [0.9435173273086548]
+Labels: ['Cancer']
+Scores: [0.0007366642821580172]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01758086122572422]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007615820504724979]
+Labels: ['Mental Health']
+Scores: [0.00034881284227594733]
+Labels: ['Diabetes type 1']
+Scores: [0.0005679863970726728]
+Labels: ['Diabetes type 2']
+Scores: [0.980481743812561]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Labels: ['Diabetes']
+Scores: [0.8344317674636841]
+Labels: ['Cancer']
+Scores: [0.0009589176042936742]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0030226081144064665]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9187756180763245]
+Labels: ['Mental Health']
+Scores: [0.0011243586195632815]
+Labels: ['Diabetes type 1']
+Scores: [0.001044719247147441]
+Labels: ['Diabetes type 2']
+Scores: [0.818530797958374]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Labels: ['Diabetes']
+Scores: [0.9147777557373047]
+Labels: ['Cancer']
+Scores: [0.001042053452692926]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0011624700855463743]
+Labels: ['Cardiovascular diseases']
+Scores: [0.004183821380138397]
+Labels: ['Mental Health']
+Scores: [0.00033643151982687414]
+Labels: ['Diabetes type 1']
+Scores: [0.00166885438375175]
+Labels: ['Diabetes type 2']
+Scores: [0.750731348991394]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes']
+Scores: [0.9223114848136902]
+Labels: ['Cancer']
+Scores: [0.0006886274786666036]
+Labels: ['Chronic respiratory disease']
+Scores: [0.13907751441001892]
+Labels: ['Cardiovascular diseases']
+Scores: [0.09232252091169357]
+Labels: ['Mental Health']
+Scores: [0.0020966450683772564]
+Labels: ['Diabetes type 1']
+Scores: [0.045158546417951584]
+Labels: ['Diabetes type 2']
+Scores: [0.10378045588731766]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes']
+Scores: [0.9985018968582153]
+Labels: ['Cancer']
+Scores: [0.0003596817550715059]
+Labels: ['Chronic respiratory disease']
+Scores: [0.003598930314183235]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0121525339782238]
+Labels: ['Mental Health']
+Scores: [0.00032596581149846315]
+Labels: ['Diabetes type 1']
+Scores: [0.0006815992528572679]
+Labels: ['Diabetes type 2']
+Scores: [0.9936879873275757]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes']
+Scores: [0.6552859544754028]
+Labels: ['Cancer']
+Scores: [0.0012159427860751748]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005470230709761381]
+Labels: ['Cardiovascular diseases']
+Scores: [0.003504972904920578]
+Labels: ['Mental Health']
+Scores: [0.005914576817303896]
+Labels: ['Diabetes type 1']
+Scores: [0.0024942595046013594]
+Labels: ['Diabetes type 2']
+Scores: [0.8813086748123169]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes']
+Scores: [0.9365795254707336]
+Labels: ['Cancer']
+Scores: [0.004018423147499561]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01597575843334198]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9387060403823853]
+Labels: ['Mental Health']
+Scores: [0.0009673006716184318]
+Labels: ['Diabetes type 1']
+Scores: [0.0004950188449583948]
+Labels: ['Diabetes type 2']
+Scores: [0.9809887409210205]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Diabetes']
+Scores: [0.04678948223590851]
+Labels: ['Cancer']
+Scores: [0.003876765025779605]
+Labels: ['Chronic respiratory disease']
+Scores: [0.001715411664918065]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1322205513715744]
+Labels: ['Mental Health']
+Scores: [0.0013017264427617192]
+Labels: ['Diabetes type 1']
+Scores: [0.003007212420925498]
+Labels: ['Diabetes type 2']
+Scores: [0.011644924059510231]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 385.70634293556213 seconds
+Good classification: 43/120 ( 35.83% )
+At least one good per entrie: 42/63 ( 66.67% )
+Mean score: 0.9288879605856809
+Median score: 0.9476748704910278
diff --git a/model/results/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/model/results/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0306e042b73273e4773863d56e22239de2c69e4
--- /dev/null
+++ b/model/results/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
@@ -0,0 +1,1269 @@
+---------------------------------
+MODEL: MoritzLaurer/deberta-v3-base-zeroshot-v1.1-all-33
+TRESHOLD: 0.7
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes']
+Scores: [0.9879064559936523]
+Labels: ['Cancer']
+Scores: [0.0019892994314432144]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00028248809394426644]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002821275556925684]
+Labels: ['Mental Health']
+Scores: [7.092271698638797e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.01081760786473751]
+Labels: ['Diabetes type 2']
+Scores: [0.020398395135998726]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Diabetes']
+Scores: [0.9987912178039551]
+Labels: ['Cancer']
+Scores: [8.021916437428445e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.8091953992843628]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017057525692507625]
+Labels: ['Mental Health']
+Scores: [6.351056072162464e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.003088975790888071]
+Labels: ['Diabetes type 2']
+Scores: [0.006747380830347538]
+Selected labels: ['Diabetes', 'Chronic respiratory disease']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Labels: ['Diabetes']
+Scores: [0.8045467138290405]
+Labels: ['Cancer']
+Scores: [6.92239118507132e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9175205826759338]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9772964715957642]
+Labels: ['Mental Health']
+Scores: [0.000117547380796168]
+Labels: ['Diabetes type 1']
+Scores: [0.00021619477774947882]
+Labels: ['Diabetes type 2']
+Scores: [0.001230882597155869]
+Selected labels: ['Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Labels: ['Diabetes']
+Scores: [5.124545350554399e-05]
+Labels: ['Cancer']
+Scores: [8.788846753304824e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001971074816538021]
+Labels: ['Cardiovascular diseases']
+Scores: [6.339549872791395e-05]
+Labels: ['Mental Health']
+Scores: [0.00010546771954977885]
+Labels: ['Diabetes type 1']
+Scores: [5.658554800902493e-05]
+Labels: ['Diabetes type 2']
+Scores: [5.106613025418483e-05]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.9998422861099243]
+Labels: ['Cancer']
+Scores: [9.450640209252015e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [8.337441977346316e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00025945380912162364]
+Labels: ['Mental Health']
+Scores: [0.0006820751004852355]
+Labels: ['Diabetes type 1']
+Scores: [0.026347355917096138]
+Labels: ['Diabetes type 2']
+Scores: [0.9987033009529114]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes']
+Scores: [0.9996254444122314]
+Labels: ['Cancer']
+Scores: [0.0001222133869305253]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0003749942989088595]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005034184432588518]
+Labels: ['Mental Health']
+Scores: [0.00010236821981379762]
+Labels: ['Diabetes type 1']
+Scores: [0.007746909279376268]
+Labels: ['Diabetes type 2']
+Scores: [0.01791657693684101]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Labels: ['Diabetes']
+Scores: [0.9984554052352905]
+Labels: ['Cancer']
+Scores: [0.00041473773308098316]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00044082215754315257]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00028408615617081523]
+Labels: ['Mental Health']
+Scores: [0.0001948917197296396]
+Labels: ['Diabetes type 1']
+Scores: [0.0035737319849431515]
+Labels: ['Diabetes type 2']
+Scores: [0.010568231344223022]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Labels: ['Diabetes']
+Scores: [0.9967589974403381]
+Labels: ['Cancer']
+Scores: [6.603750807698816e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.706298492848873e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [9.197508916258812e-05]
+Labels: ['Mental Health']
+Scores: [4.745031401398592e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.001301008160226047]
+Labels: ['Diabetes type 2']
+Scores: [0.001153361052274704]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Labels: ['Diabetes']
+Scores: [0.9997256398200989]
+Labels: ['Cancer']
+Scores: [0.0008049834286794066]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00011334646842442453]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000275838072411716]
+Labels: ['Mental Health']
+Scores: [4.63141332147643e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00791809894144535]
+Labels: ['Diabetes type 2']
+Scores: [0.016763117164373398]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes']
+Scores: [0.9991878867149353]
+Labels: ['Cancer']
+Scores: [6.405288877431303e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.250374619616196e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0004938851343467832]
+Labels: ['Mental Health']
+Scores: [5.6180891988333315e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9908948540687561]
+Labels: ['Diabetes type 2']
+Scores: [0.9990792274475098]
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.16993151605129242]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
+Scores: [0.5117499828338623]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9660428762435913]
+Labels: ['Mental Health']
+Scores: [0.00011320571502437815]
+Labels: ['Diabetes type 1']
+Scores: [0.00012829095066990703]
+Labels: ['Diabetes type 2']
+Scores: [0.00017702433979138732]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.4862496554851532]
+Labels: ['Cancer']
+Scores: [4.466818063519895e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00019613318727351725]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9992966651916504]
+Labels: ['Mental Health']
+Scores: [3.781139457714744e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0005269466200843453]
+Labels: ['Diabetes type 2']
+Scores: [0.011372750625014305]
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Labels: ['Diabetes']
+Scores: [0.9994092583656311]
+Labels: ['Cancer']
+Scores: [8.753449947107583e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013566494453698397]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9932859539985657]
+Labels: ['Mental Health']
+Scores: [4.714582973974757e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.01307120081037283]
+Labels: ['Diabetes type 2']
+Scores: [0.9888903498649597]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
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+PMID: 39664376
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+---------------------------------
+PMID: 39632776
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+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Labels: ['Diabetes']
+Scores: [0.9997761249542236]
+Labels: ['Cancer']
+Scores: [0.00011528297909535468]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013017593300901353]
+Labels: ['Cardiovascular diseases']
+Scores: [0.01643102802336216]
+Labels: ['Mental Health']
+Scores: [6.71200905344449e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.003645222168415785]
+Labels: ['Diabetes type 2']
+Scores: [0.008967911824584007]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Labels: ['Diabetes']
+Scores: [0.9994717836380005]
+Labels: ['Cancer']
+Scores: [4.189743776805699e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.578543641604483e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00018395260849501938]
+Labels: ['Mental Health']
+Scores: [4.236202948959544e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.992294192314148]
+Labels: ['Diabetes type 2']
+Scores: [0.9944688081741333]
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Labels: ['Diabetes']
+Scores: [0.9994879364967346]
+Labels: ['Cancer']
+Scores: [7.27057849871926e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.423089118674397e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00022813976102042943]
+Labels: ['Mental Health']
+Scores: [6.766660226276144e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.999503493309021]
+Labels: ['Diabetes type 2']
+Scores: [0.998684287071228]
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Labels: ['Diabetes']
+Scores: [8.919266838347539e-05]
+Labels: ['Cancer']
+Scores: [0.00022269679175224155]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00018991359684150666]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00015601888298988342]
+Labels: ['Mental Health']
+Scores: [4.424010694492608e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0003142845234833658]
+Labels: ['Diabetes type 2']
+Scores: [0.000268600502749905]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Labels: ['Diabetes']
+Scores: [5.779355706181377e-05]
+Labels: ['Cancer']
+Scores: [5.948812759015709e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.341265205061063e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [5.571526344283484e-05]
+Labels: ['Mental Health']
+Scores: [5.3135798225412145e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00013244870933704078]
+Labels: ['Diabetes type 2']
+Scores: [0.00012834437075071037]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
+Scores: [0.9998345375061035]
+Labels: ['Cancer']
+Scores: [6.14627861068584e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [6.314869096968323e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0006204764358699322]
+Labels: ['Mental Health']
+Scores: [4.069684655405581e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.009276917204260826]
+Labels: ['Diabetes type 2']
+Scores: [0.999687135219574]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Labels: ['Diabetes']
+Scores: [0.9966126680374146]
+Labels: ['Cancer']
+Scores: [8.96206111065112e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.202324195532128e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002452534681651741]
+Labels: ['Mental Health']
+Scores: [5.152633457328193e-05]
+Labels: ['Diabetes type 1']
+Scores: [7.892616122262552e-05]
+Labels: ['Diabetes type 2']
+Scores: [0.9991762638092041]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
+Scores: [0.9996636509895325]
+Labels: ['Cancer']
+Scores: [5.3055442549521104e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.447969670058228e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007075375411659479]
+Labels: ['Mental Health']
+Scores: [5.071203486295417e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00034520187182351947]
+Labels: ['Diabetes type 2']
+Scores: [0.9994983077049255]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Labels: ['Diabetes']
+Scores: [0.9988051652908325]
+Labels: ['Cancer']
+Scores: [0.00025297648971900344]
+Labels: ['Chronic respiratory disease']
+Scores: [8.24125309009105e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.002883566077798605]
+Labels: ['Mental Health']
+Scores: [4.510398139245808e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0030243825167417526]
+Labels: ['Diabetes type 2']
+Scores: [0.9989975690841675]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Labels: ['Diabetes']
+Scores: [0.9998165965080261]
+Labels: ['Cancer']
+Scores: [7.59994363761507e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013236924132797867]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00047217487008310854]
+Labels: ['Mental Health']
+Scores: [0.02569170668721199]
+Labels: ['Diabetes type 1']
+Scores: [0.0002422936086077243]
+Labels: ['Diabetes type 2']
+Scores: [0.9998384714126587]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Labels: ['Diabetes']
+Scores: [0.9996520280838013]
+Labels: ['Cancer']
+Scores: [6.881493027321994e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.880538032623008e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9154123067855835]
+Labels: ['Mental Health']
+Scores: [5.536178287002258e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0003923943731933832]
+Labels: ['Diabetes type 2']
+Scores: [0.9996392726898193]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Labels: ['Diabetes']
+Scores: [0.9996488094329834]
+Labels: ['Cancer']
+Scores: [0.0013686680467799306]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0037749067414551973]
+Labels: ['Cardiovascular diseases']
+Scores: [0.026100920513272285]
+Labels: ['Mental Health']
+Scores: [8.422073005931452e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.002536808606237173]
+Labels: ['Diabetes type 2']
+Scores: [0.9986212253570557]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Labels: ['Diabetes']
+Scores: [0.9995683431625366]
+Labels: ['Cancer']
+Scores: [7.761426240904257e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [8.797342161415145e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.005574291571974754]
+Labels: ['Mental Health']
+Scores: [6.12072108197026e-05]
+Labels: ['Diabetes type 1']
+Scores: [7.83210780355148e-05]
+Labels: ['Diabetes type 2']
+Scores: [0.9994166493415833]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Labels: ['Diabetes']
+Scores: [0.9870328903198242]
+Labels: ['Cancer']
+Scores: [6.450999353546649e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0005063231801614165]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9998106956481934]
+Labels: ['Mental Health']
+Scores: [6.75488481647335e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0004440219490788877]
+Labels: ['Diabetes type 2']
+Scores: [0.9991593360900879]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
+Scores: [0.9996676445007324]
+Labels: ['Cancer']
+Scores: [0.0001090488294721581]
+Labels: ['Chronic respiratory disease']
+Scores: [8.811287261778489e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9995673894882202]
+Labels: ['Mental Health']
+Scores: [4.652945062844083e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.004513251129537821]
+Labels: ['Diabetes type 2']
+Scores: [0.9997859001159668]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Labels: ['Diabetes']
+Scores: [0.9993413686752319]
+Labels: ['Cancer']
+Scores: [6.429958011722192e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0004659617261495441]
+Labels: ['Cardiovascular diseases']
+Scores: [0.001364871277473867]
+Labels: ['Mental Health']
+Scores: [5.6263888836838305e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0012796511873602867]
+Labels: ['Diabetes type 2']
+Scores: [0.9973296523094177]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Labels: ['Diabetes']
+Scores: [0.9997574090957642]
+Labels: ['Cancer']
+Scores: [8.372873708140105e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00018520993762649596]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0011315355077385902]
+Labels: ['Mental Health']
+Scores: [4.908591654384509e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0009909695945680141]
+Labels: ['Diabetes type 2']
+Scores: [0.9996347427368164]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Labels: ['Diabetes']
+Scores: [0.9833934307098389]
+Labels: ['Cancer']
+Scores: [0.00019505056843627244]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0019508429104462266]
+Labels: ['Cardiovascular diseases']
+Scores: [0.999619722366333]
+Labels: ['Mental Health']
+Scores: [3.9383219700539485e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.005531699396669865]
+Labels: ['Diabetes type 2']
+Scores: [0.9987639784812927]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Labels: ['Diabetes']
+Scores: [0.996467113494873]
+Labels: ['Cancer']
+Scores: [6.747912266291678e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [6.159850454423577e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00022503314539790154]
+Labels: ['Mental Health']
+Scores: [5.141087240190245e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00014578226546291262]
+Labels: ['Diabetes type 2']
+Scores: [0.998863935470581]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes']
+Scores: [0.9988227486610413]
+Labels: ['Cancer']
+Scores: [7.417376764351502e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [4.782763062394224e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017076682997867465]
+Labels: ['Mental Health']
+Scores: [5.040741598349996e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.000316697231028229]
+Labels: ['Diabetes type 2']
+Scores: [0.0018461199942976236]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes']
+Scores: [0.9998384118080139]
+Labels: ['Cancer']
+Scores: [4.5888216845924035e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [8.179876022040844e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00020588055485859513]
+Labels: ['Mental Health']
+Scores: [9.225005487678573e-05]
+Labels: ['Diabetes type 1']
+Scores: [9.668680286267772e-05]
+Labels: ['Diabetes type 2']
+Scores: [0.9997650980949402]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes']
+Scores: [0.960628092288971]
+Labels: ['Cancer']
+Scores: [0.000158997398102656]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010775636474136263]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00026590112247504294]
+Labels: ['Mental Health']
+Scores: [0.0010111008305102587]
+Labels: ['Diabetes type 1']
+Scores: [0.0025242934934794903]
+Labels: ['Diabetes type 2']
+Scores: [0.995603621006012]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes']
+Scores: [0.999046266078949]
+Labels: ['Cancer']
+Scores: [5.521047205547802e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.007665584795176983]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9947417378425598]
+Labels: ['Mental Health']
+Scores: [7.499485946027562e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00010644556459737942]
+Labels: ['Diabetes type 2']
+Scores: [0.9995773434638977]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Diabetes']
+Scores: [0.03664623573422432]
+Labels: ['Cancer']
+Scores: [0.0005592684610746801]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010239505354547873]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8156663775444031]
+Labels: ['Mental Health']
+Scores: [6.619364285143092e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.004312107805162668]
+Labels: ['Diabetes type 2']
+Scores: [0.7420371174812317]
+Selected labels: ['Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+Time to classify all articles: 157.71501636505127 seconds
+Good classification: 59/134 ( 44.03% )
+At least one good per entrie: 53/63 ( 84.13% )
+Mean score: 0.984054315898378
+Median score: 0.9991906881332397
diff --git a/model/results/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/model/results/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf557c1661fb939cde7942806e28a75c7ea664c6
--- /dev/null
+++ b/model/results/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
@@ -0,0 +1,1269 @@
+---------------------------------
+MODEL: MoritzLaurer/multilingual-MiniLMv2-L6-mnli-xnli
+TRESHOLD: 0.7
+---------------------------------
+---------------------------------
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+Scores: [0.7945495843887329]
+Labels: ['Cancer']
+Scores: [0.34055086970329285]
+Labels: ['Chronic respiratory disease']
+Scores: [0.3889571726322174]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6609967350959778]
+Labels: ['Mental Health']
+Scores: [0.17790094017982483]
+Labels: ['Diabetes type 1']
+Scores: [0.8099132776260376]
+Labels: ['Diabetes type 2']
+Scores: [0.8494251370429993]
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
+Scores: [0.854964017868042]
+Labels: ['Cancer']
+Scores: [0.72911536693573]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7165577411651611]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8723957538604736]
+Labels: ['Mental Health']
+Scores: [0.5180543065071106]
+Labels: ['Diabetes type 1']
+Scores: [0.846092939376831]
+Labels: ['Diabetes type 2']
+Scores: [0.868209183216095]
+Selected labels: ['Diabetes', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Labels: ['Diabetes']
+Scores: [0.7739118337631226]
+Labels: ['Cancer']
+Scores: [0.13872815668582916]
+Labels: ['Chronic respiratory disease']
+Scores: [0.11595509201288223]
+Labels: ['Cardiovascular diseases']
+Scores: [0.2402191162109375]
+Labels: ['Mental Health']
+Scores: [0.058586567640304565]
+Labels: ['Diabetes type 1']
+Scores: [0.5792765021324158]
+Labels: ['Diabetes type 2']
+Scores: [0.4835655987262726]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Labels: ['Diabetes']
+Scores: [0.05749446898698807]
+Labels: ['Cancer']
+Scores: [0.023605788126587868]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01121904794126749]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.016580957919359207]
+Labels: ['Diabetes type 1']
+Scores: [0.09014156460762024]
+Labels: ['Diabetes type 2']
+Scores: [0.1077229231595993]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Labels: ['Diabetes']
+Scores: [0.5651339888572693]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
+Scores: [0.5699161291122437]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5922520756721497]
+Labels: ['Mental Health']
+Scores: [0.525563657283783]
+Labels: ['Diabetes type 1']
+Scores: [0.5726967453956604]
+Labels: ['Diabetes type 2']
+Scores: [0.5750653147697449]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Labels: ['Diabetes']
+Scores: [0.5673977732658386]
+Labels: ['Cancer']
+Scores: [0.06270156055688858]
+Labels: ['Chronic respiratory disease']
+Scores: [0.06105316802859306]
+Labels: ['Cardiovascular diseases']
+Scores: [0.19008372724056244]
+Labels: ['Mental Health']
+Scores: [0.034878939390182495]
+Labels: ['Diabetes type 1']
+Scores: [0.5125158429145813]
+Labels: ['Diabetes type 2']
+Scores: [0.4337226450443268]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes']
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+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.054952189326286316]
+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.01688518188893795]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes']
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+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
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+Labels: ['Diabetes type 2']
+Scores: [0.943565309047699]
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes']
+Scores: [0.8190819025039673]
+Labels: ['Cancer']
+Scores: [0.7691919803619385]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7524245381355286]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7559166550636292]
+Labels: ['Mental Health']
+Scores: [0.7491037845611572]
+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.8053742051124573]
+Selected labels: ['Diabetes', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes']
+Scores: [0.4052674472332001]
+Labels: ['Cancer']
+Scores: [0.2036476582288742]
+Labels: ['Chronic respiratory disease']
+Scores: [0.12204834818840027]
+Labels: ['Cardiovascular diseases']
+Scores: [0.22494815289974213]
+Labels: ['Mental Health']
+Scores: [0.14796552062034607]
+Labels: ['Diabetes type 1']
+Scores: [0.4310642182826996]
+Labels: ['Diabetes type 2']
+Scores: [0.5073617100715637]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Diabetes']
+Scores: [0.34928157925605774]
+Labels: ['Cancer']
+Scores: [0.31121930480003357]
+Labels: ['Chronic respiratory disease']
+Scores: [0.31540289521217346]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3293374478816986]
+Labels: ['Mental Health']
+Scores: [0.3290043771266937]
+Labels: ['Diabetes type 1']
+Scores: [0.3586672842502594]
+Labels: ['Diabetes type 2']
+Scores: [0.370470255613327]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 19.419141054153442 seconds
+Good classification: 32/153 ( 20.92% )
+At least one good per entrie: 30/63 ( 47.62% )
+Mean score: 0.8353911475701765
+Median score: 0.823094516992569
diff --git a/model/results/v3/facebook-bart_large_mnli.txt b/model/results/v3/facebook-bart_large_mnli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e3f96fbd1abbd968d86dd221862526ad28a6683
--- /dev/null
+++ b/model/results/v3/facebook-bart_large_mnli.txt
@@ -0,0 +1,1269 @@
+---------------------------------
+MODEL: facebook/bart-large-mnli
+TRESHOLD: 0.7
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes']
+Scores: [0.8975822925567627]
+Labels: ['Cancer']
+Scores: [0.03997262194752693]
+Labels: ['Chronic respiratory disease']
+Scores: [0.06999606639146805]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0362175852060318]
+Labels: ['Mental Health']
+Scores: [0.08705521374940872]
+Labels: ['Diabetes type 1']
+Scores: [0.6379743814468384]
+Labels: ['Diabetes type 2']
+Scores: [0.6427831649780273]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Diabetes']
+Scores: [0.9809137582778931]
+Labels: ['Cancer']
+Scores: [0.003182335291057825]
+Labels: ['Chronic respiratory disease']
+Scores: [0.1837983876466751]
+Labels: ['Cardiovascular diseases']
+Scores: [0.005734131205826998]
+Labels: ['Mental Health']
+Scores: [0.011918794363737106]
+Labels: ['Diabetes type 1']
+Scores: [0.278592586517334]
+Labels: ['Diabetes type 2']
+Scores: [0.4609532356262207]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Labels: ['Diabetes']
+Scores: [0.7557091116905212]
+Labels: ['Cancer']
+Scores: [0.0004915250465273857]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0010931676952168345]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6612774133682251]
+Labels: ['Mental Health']
+Scores: [0.0006719589000567794]
+Labels: ['Diabetes type 1']
+Scores: [0.11337418109178543]
+Labels: ['Diabetes type 2']
+Scores: [0.16128362715244293]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Labels: ['Diabetes']
+Scores: [0.0016329041682183743]
+Labels: ['Cancer']
+Scores: [0.0007688276236876845]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0013425530632957816]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0006037410930730402]
+Labels: ['Mental Health']
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+Labels: ['Diabetes type 1']
+Scores: [0.002755899680778384]
+Labels: ['Diabetes type 2']
+Scores: [0.0027134190313518047]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.9887446165084839]
+Labels: ['Cancer']
+Scores: [0.003681537928059697]
+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
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+Labels: ['Diabetes type 1']
+Scores: [0.338687539100647]
+Labels: ['Diabetes type 2']
+Scores: [0.9498689770698547]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes']
+Scores: [0.9010517597198486]
+Labels: ['Cancer']
+Scores: [0.013490820303559303]
+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.01910734549164772]
+Labels: ['Diabetes type 1']
+Scores: [0.3400248885154724]
+Labels: ['Diabetes type 2']
+Scores: [0.5090245604515076]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Labels: ['Diabetes']
+Scores: [0.9700705409049988]
+Labels: ['Cancer']
+Scores: [0.004754368215799332]
+Labels: ['Chronic respiratory disease']
+Scores: [0.010565174743533134]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
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+Labels: ['Diabetes type 1']
+Scores: [0.1100342869758606]
+Labels: ['Diabetes type 2']
+Scores: [0.1340865194797516]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Labels: ['Diabetes']
+Scores: [0.8689891695976257]
+Labels: ['Cancer']
+Scores: [0.007102826610207558]
+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.022617850452661514]
+Labels: ['Diabetes type 1']
+Scores: [0.487397164106369]
+Labels: ['Diabetes type 2']
+Scores: [0.6790217757225037]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Labels: ['Diabetes']
+Scores: [0.9592009782791138]
+Labels: ['Cancer']
+Scores: [0.015853507444262505]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05260274559259415]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.07805651426315308]
+Labels: ['Diabetes type 1']
+Scores: [0.23159101605415344]
+Labels: ['Diabetes type 2']
+Scores: [0.3309045433998108]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Labels: ['Diabetes']
+Scores: [0.9144721031188965]
+Labels: ['Cancer']
+Scores: [0.017046082764863968]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03713127598166466]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014957355335354805]
+Labels: ['Mental Health']
+Scores: [0.04764922335743904]
+Labels: ['Diabetes type 1']
+Scores: [0.49288034439086914]
+Labels: ['Diabetes type 2']
+Scores: [0.8969991207122803]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.37388235330581665]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
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+Labels: ['Diabetes type 2']
+Scores: [0.19423821568489075]
+Selected labels: ['Chronic respiratory disease', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Labels: ['Diabetes']
+Scores: [0.2702830135822296]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
+Scores: [0.4215596914291382]
+Labels: ['Mental Health']
+Scores: [0.0010614971397444606]
+Labels: ['Diabetes type 1']
+Scores: [0.07359456270933151]
+Labels: ['Diabetes type 2']
+Scores: [0.1202225312590599]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Labels: ['Diabetes']
+Scores: [0.8966067433357239]
+Labels: ['Cancer']
+Scores: [0.010244370438158512]
+Labels: ['Chronic respiratory disease']
+Scores: [0.09790244698524475]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.012065943330526352]
+Labels: ['Diabetes type 1']
+Scores: [0.3803977370262146]
+Labels: ['Diabetes type 2']
+Scores: [0.6923384070396423]
+Selected labels: ['Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Labels: ['Diabetes']
+Scores: [0.9061753153800964]
+Labels: ['Cancer']
+Scores: [0.00042616392602212727]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0024845923762768507]
+Labels: ['Cardiovascular diseases']
+Scores: [0.034921057522296906]
+Labels: ['Mental Health']
+Scores: [0.00026151019847020507]
+Labels: ['Diabetes type 1']
+Scores: [0.1318255513906479]
+Labels: ['Diabetes type 2']
+Scores: [0.16592471301555634]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Labels: ['Diabetes']
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+Scores: [0.00025848086806945503]
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+Scores: [0.00029554436332546175]
+Labels: ['Diabetes type 1']
+Scores: [0.6957812309265137]
+Labels: ['Diabetes type 2']
+Scores: [0.8444709777832031]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Labels: ['Diabetes']
+Scores: [0.9052826762199402]
+Labels: ['Cancer']
+Scores: [0.002480208408087492]
+Labels: ['Chronic respiratory disease']
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+Scores: [0.49175769090652466]
+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.8104006052017212]
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Labels: ['Diabetes']
+Scores: [0.028335358947515488]
+Labels: ['Cancer']
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+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.03499120473861694]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Labels: ['Diabetes']
+Scores: [0.007973342202603817]
+Labels: ['Cancer']
+Scores: [0.0021718721836805344]
+Labels: ['Chronic respiratory disease']
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+Labels: ['Diabetes type 1']
+Scores: [0.016064748167991638]
+Labels: ['Diabetes type 2']
+Scores: [0.02381921373307705]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
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+Labels: ['Cardiovascular diseases']
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+Scores: [0.006975043565034866]
+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.8316119313240051]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Labels: ['Diabetes']
+Scores: [0.8713605403900146]
+Labels: ['Cancer']
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+Labels: ['Diabetes type 2']
+Scores: [0.9735164046287537]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
+Scores: [0.9817074537277222]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
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+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.9834994077682495]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Labels: ['Diabetes']
+Scores: [0.9342690110206604]
+Labels: ['Cancer']
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+Labels: ['Cardiovascular diseases']
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+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.9572507739067078]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Labels: ['Diabetes']
+Scores: [0.8384499549865723]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
+Scores: [0.0018828780157491565]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
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+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.9846126437187195]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Labels: ['Diabetes']
+Scores: [0.9111149311065674]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
+Scores: [0.0002827718562912196]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
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+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.9964602589607239]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Labels: ['Diabetes']
+Scores: [0.6525701880455017]
+Labels: ['Cancer']
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+Labels: ['Chronic respiratory disease']
+Scores: [0.0001969374716281891]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.00027811553445644677]
+Labels: ['Diabetes type 1']
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+Labels: ['Diabetes type 2']
+Scores: [0.9699684977531433]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Labels: ['Diabetes']
+Scores: [0.9017379283905029]
+Labels: ['Cancer']
+Scores: [0.00043087988160550594]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0009599826880730689]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00039845280116423965]
+Labels: ['Mental Health']
+Scores: [0.0012145498767495155]
+Labels: ['Diabetes type 1']
+Scores: [0.00029510894091799855]
+Labels: ['Diabetes type 2']
+Scores: [0.9755398631095886]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Labels: ['Diabetes']
+Scores: [0.875649094581604]
+Labels: ['Cancer']
+Scores: [0.004303808324038982]
+Labels: ['Chronic respiratory disease']
+Scores: [0.051409319043159485]
+Labels: ['Cardiovascular diseases']
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+Labels: ['Mental Health']
+Scores: [0.005635698791593313]
+Labels: ['Diabetes type 1']
+Scores: [0.006616002880036831]
+Labels: ['Diabetes type 2']
+Scores: [0.9752751588821411]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Labels: ['Diabetes']
+Scores: [0.8460031151771545]
+Labels: ['Cancer']
+Scores: [0.021646030247211456]
+Labels: ['Chronic respiratory disease']
+Scores: [0.040347080677747726]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9903565645217896]
+Labels: ['Mental Health']
+Scores: [0.01750495284795761]
+Labels: ['Diabetes type 1']
+Scores: [0.020801328122615814]
+Labels: ['Diabetes type 2']
+Scores: [0.9725518822669983]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Labels: ['Diabetes']
+Scores: [0.948129415512085]
+Labels: ['Cancer']
+Scores: [0.00043962872587144375]
+Labels: ['Chronic respiratory disease']
+Scores: [0.001373591017909348]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000721550197340548]
+Labels: ['Mental Health']
+Scores: [0.0002680819306988269]
+Labels: ['Diabetes type 1']
+Scores: [0.09204061329364777]
+Labels: ['Diabetes type 2']
+Scores: [0.9581015110015869]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Labels: ['Diabetes']
+Scores: [0.4318941533565521]
+Labels: ['Cancer']
+Scores: [0.0009896481642499566]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00221349042840302]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005282002966850996]
+Labels: ['Mental Health']
+Scores: [0.0010054942686110735]
+Labels: ['Diabetes type 1']
+Scores: [0.00023917654471006244]
+Labels: ['Diabetes type 2']
+Scores: [0.8757733106613159]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Labels: ['Diabetes']
+Scores: [0.8749378323554993]
+Labels: ['Cancer']
+Scores: [0.010226248763501644]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05149064585566521]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9831889271736145]
+Labels: ['Mental Health']
+Scores: [0.02740977331995964]
+Labels: ['Diabetes type 1']
+Scores: [0.01355859823524952]
+Labels: ['Diabetes type 2']
+Scores: [0.9842460751533508]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Labels: ['Diabetes']
+Scores: [0.5153658390045166]
+Labels: ['Cancer']
+Scores: [0.0008261296316049993]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0013778692809864879]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017047359142452478]
+Labels: ['Mental Health']
+Scores: [0.0033795542549341917]
+Labels: ['Diabetes type 1']
+Scores: [0.0028142924420535564]
+Labels: ['Diabetes type 2']
+Scores: [0.9056100249290466]
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes']
+Scores: [0.9758855700492859]
+Labels: ['Cancer']
+Scores: [0.00032006256515160203]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0003601270145736635]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017521914560347795]
+Labels: ['Mental Health']
+Scores: [0.0009168467367999256]
+Labels: ['Diabetes type 1']
+Scores: [0.28732582926750183]
+Labels: ['Diabetes type 2']
+Scores: [0.39034417271614075]
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes']
+Scores: [0.9655131101608276]
+Labels: ['Cancer']
+Scores: [0.0001347064389847219]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002112652873620391]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00018421786080580205]
+Labels: ['Mental Health']
+Scores: [0.00022813606483396143]
+Labels: ['Diabetes type 1']
+Scores: [0.00011736537999240682]
+Labels: ['Diabetes type 2']
+Scores: [0.9983288645744324]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes']
+Scores: [0.9693613648414612]
+Labels: ['Cancer']
+Scores: [0.008317312225699425]
+Labels: ['Chronic respiratory disease']
+Scores: [0.011819693259894848]
+Labels: ['Cardiovascular diseases']
+Scores: [0.03269251808524132]
+Labels: ['Mental Health']
+Scores: [0.40608930587768555]
+Labels: ['Diabetes type 1']
+Scores: [0.009510335512459278]
+Labels: ['Diabetes type 2']
+Scores: [0.9759424328804016]
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes']
+Scores: [0.7550585865974426]
+Labels: ['Cancer']
+Scores: [0.0017194439424201846]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005406243726611137]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7132077813148499]
+Labels: ['Mental Health']
+Scores: [0.0004273329395800829]
+Labels: ['Diabetes type 1']
+Scores: [0.000438149698311463]
+Labels: ['Diabetes type 2']
+Scores: [0.945790708065033]
+Selected labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Diabetes']
+Scores: [0.08738041669130325]
+Labels: ['Cancer']
+Scores: [0.018596665933728218]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03262465447187424]
+Labels: ['Cardiovascular diseases']
+Scores: [0.520522952079773]
+Labels: ['Mental Health']
+Scores: [0.002837365260347724]
+Labels: ['Diabetes type 1']
+Scores: [0.07771719247102737]
+Labels: ['Diabetes type 2']
+Scores: [0.36283910274505615]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 429.86044359207153 seconds
+Good classification: 54/118 ( 45.76% )
+At least one good per entrie: 51/63 ( 80.95% )
+Mean score: 0.9253683686256409
+Median score: 0.948129415512085
diff --git a/model/results/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/model/results/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c50453443f5205cd024a8695ba4239118346ea53
--- /dev/null
+++ b/model/results/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
@@ -0,0 +1,1269 @@
+---------------------------------
+MODEL: microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract
+TRESHOLD: 0.7
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Labels: ['Diabetes']
+Scores: [0.5810210108757019]
+Labels: ['Cancer']
+Scores: [0.4254385828971863]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5383607149124146]
+Labels: ['Cardiovascular diseases']
+Scores: [0.534241795539856]
+Labels: ['Mental Health']
+Scores: [0.45029589533805847]
+Labels: ['Diabetes type 1']
+Scores: [0.5420317053794861]
+Labels: ['Diabetes type 2']
+Scores: [0.5434443354606628]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Labels: ['Diabetes']
+Scores: [0.4361388683319092]
+Labels: ['Cancer']
+Scores: [0.3683600127696991]
+Labels: ['Chronic respiratory disease']
+Scores: [0.46482399106025696]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4035262167453766]
+Labels: ['Mental Health']
+Scores: [0.40729379653930664]
+Labels: ['Diabetes type 1']
+Scores: [0.4886198937892914]
+Labels: ['Diabetes type 2']
+Scores: [0.49514785408973694]
+Selected labels: []
+---------------------------------
+---------------------------------
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+Scores: [0.41712671518325806]
+Labels: ['Diabetes type 1']
+Scores: [0.45114970207214355]
+Labels: ['Diabetes type 2']
+Scores: [0.503860354423523]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Labels: ['Diabetes']
+Scores: [0.38618266582489014]
+Labels: ['Cancer']
+Scores: [0.3416691720485687]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4640168845653534]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3898460566997528]
+Labels: ['Mental Health']
+Scores: [0.429118812084198]
+Labels: ['Diabetes type 1']
+Scores: [0.42314738035202026]
+Labels: ['Diabetes type 2']
+Scores: [0.4271952509880066]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Labels: ['Diabetes']
+Scores: [0.41102761030197144]
+Labels: ['Cancer']
+Scores: [0.3771486282348633]
+Labels: ['Chronic respiratory disease']
+Scores: [0.49636709690093994]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4413242042064667]
+Labels: ['Mental Health']
+Scores: [0.46761468052864075]
+Labels: ['Diabetes type 1']
+Scores: [0.4669802188873291]
+Labels: ['Diabetes type 2']
+Scores: [0.47704026103019714]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Labels: ['Diabetes']
+Scores: [0.36016133427619934]
+Labels: ['Cancer']
+Scores: [0.3405836522579193]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4394471347332001]
+Labels: ['Cardiovascular diseases']
+Scores: [0.40417227149009705]
+Labels: ['Mental Health']
+Scores: [0.45576682686805725]
+Labels: ['Diabetes type 1']
+Scores: [0.3921723961830139]
+Labels: ['Diabetes type 2']
+Scores: [0.4020172357559204]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Labels: ['Diabetes']
+Scores: [0.4102313220500946]
+Labels: ['Cancer']
+Scores: [0.3896963894367218]
+Labels: ['Chronic respiratory disease']
+Scores: [0.492557555437088]
+Labels: ['Cardiovascular diseases']
+Scores: [0.43680188059806824]
+Labels: ['Mental Health']
+Scores: [0.44363147020339966]
+Labels: ['Diabetes type 1']
+Scores: [0.4223441779613495]
+Labels: ['Diabetes type 2']
+Scores: [0.4266769587993622]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Labels: ['Diabetes']
+Scores: [0.45503395795822144]
+Labels: ['Cancer']
+Scores: [0.4136825203895569]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5231506824493408]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4639565348625183]
+Labels: ['Mental Health']
+Scores: [0.4636518657207489]
+Labels: ['Diabetes type 1']
+Scores: [0.504542350769043]
+Labels: ['Diabetes type 2']
+Scores: [0.5145238041877747]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Labels: ['Diabetes']
+Scores: [0.41992825269699097]
+Labels: ['Cancer']
+Scores: [0.3875187337398529]
+Labels: ['Chronic respiratory disease']
+Scores: [0.44773340225219727]
+Labels: ['Cardiovascular diseases']
+Scores: [0.40206751227378845]
+Labels: ['Mental Health']
+Scores: [0.4150283932685852]
+Labels: ['Diabetes type 1']
+Scores: [0.4835372865200043]
+Labels: ['Diabetes type 2']
+Scores: [0.5039604306221008]
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Labels: ['Diabetes']
+Scores: [0.4350600242614746]
+Labels: ['Cancer']
+Scores: [0.4239843189716339]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5613171458244324]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4857737720012665]
+Labels: ['Mental Health']
+Scores: [0.4881802797317505]
+Labels: ['Diabetes type 1']
+Scores: [0.5317521691322327]
+Labels: ['Diabetes type 2']
+Scores: [0.5436724424362183]
+Selected labels: []
+---------------------------------
+Time to classify all articles: 88.0802149772644 seconds
+Good classification: 0/75 ( 0.0% )
+At least one good per entrie: 0/63 ( 0.0% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/model/results/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..113303bcb7abef56e2ece0172f206449b18e07c7
--- /dev/null
+++ b/model/results/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
@@ -0,0 +1,2025 @@
+---------------------------------
+MODEL: MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.8440265655517578, 0.07772329449653625, 0.05581170693039894, 0.00844326987862587, 0.007423624396324158, 0.0035675191320478916, 0.0030041057616472244]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9955161213874817]
+Labels: ['Cancer']
+Scores: [0.021965112537145615]
+Labels: ['Chronic respiratory disease']
+Scores: [0.2786521315574646]
+Labels: ['Cardiovascular diseases']
+Scores: [0.02381644770503044]
+Labels: ['Mental Health']
+Scores: [0.011866373009979725]
+Labels: ['Diabetes type 1']
+Scores: [0.9710109233856201]
+Labels: ['Diabetes type 2']
+Scores: [0.9612095355987549]
+Combination: 
+"Diabetes": 0.9197713434696198
+"Diabetes type 1": 0.5243671089410782
+"Diabetes type 2": 0.5085106212645769
+"Cancer": 0.015204191207885742
+"Chronic respiratory disease": 0.14303787797689438
+"Cardiovascular diseases": 0.013691983418539166
+"Mental Health": 0.007435239385813475
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Multi-label classification:
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.8277870416641235, 0.117423877120018, 0.01660686358809471, 0.01632811687886715, 0.009806087240576744, 0.00634268531575799, 0.005705332383513451]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9628142714500427]
+Labels: ['Cancer']
+Scores: [0.00021576609287876636]
+Labels: ['Chronic respiratory disease']
+Scores: [0.30481794476509094]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000602862739469856]
+Labels: ['Mental Health']
+Scores: [0.00029033864848315716]
+Labels: ['Diabetes type 1']
+Scores: [0.6233802437782288]
+Labels: ['Diabetes type 2']
+Scores: [0.6076582670211792]
+Combination: 
+"Diabetes": 0.8953006565570831
+"Chronic respiratory disease": 0.21112091094255447
+"Diabetes type 1": 0.31999355368316174
+"Diabetes type 2": 0.3119931919500232
+"Cardiovascular diseases": 0.0052044749900233
+"Cancer": 0.003279225704318378
+"Mental Health": 0.002997835515998304
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.8351706266403198, 0.14739008247852325, 0.010368571616709232, 0.0034323048312216997, 0.0019163325196132064, 0.0008867097203619778, 0.0008353916346095502]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9704554080963135]
+Labels: ['Cancer']
+Scores: [0.0001388892123941332]
+Labels: ['Chronic respiratory disease']
+Scores: [0.32652750611305237]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9930145740509033]
+Labels: ['Mental Health']
+Scores: [0.00012675048492383212]
+Labels: ['Diabetes type 1']
+Scores: [0.24796749651432037]
+Labels: ['Diabetes type 2']
+Scores: [0.5523598194122314]
+Combination: 
+"Cardiovascular diseases": 0.9140926003456116
+"Diabetes": 0.5589227452874184
+"Chronic respiratory disease": 0.1684480388648808
+"Diabetes type 2": 0.2778960621217266
+"Diabetes type 1": 0.12494191451696679
+"Cancer": 0.0005127994663780555
+"Mental Health": 0.0004810710597666912
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Mental Health', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.19939258694648743, 0.1546698659658432, 0.14518404006958008, 0.13189901411533356, 0.1257144808769226, 0.12241782248020172, 0.12072227895259857]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.0002828932774718851]
+Labels: ['Cancer']
+Scores: [0.00014671178360003978]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00015261786757037044]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00013668453902937472]
+Labels: ['Mental Health']
+Scores: [0.0002403882535872981]
+Labels: ['Diabetes type 1']
+Scores: [0.000643714505713433]
+Labels: ['Diabetes type 2']
+Scores: [0.0006123382481746376]
+Combination: 
+"Mental Health": 0.09981648760003736
+"Chronic respiratory disease": 0.07741124191670679
+"Diabetes type 2": 0.07289818915887736
+"Diabetes": 0.06609095369640272
+"Diabetes type 1": 0.06317909769131802
+"Cancer": 0.06128226713190088
+"Cardiovascular diseases": 0.06042948174581397
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.9156419038772583, 0.05999014526605606, 0.012487509287893772, 0.003188834059983492, 0.002946780528873205, 0.0028921787161380053, 0.002852646866813302]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.974894642829895]
+Labels: ['Cancer']
+Scores: [0.00020131088967900723]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00024262293300125748]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002474757202435285]
+Labels: ['Mental Health']
+Scores: [0.0019477092428132892]
+Labels: ['Diabetes type 1']
+Scores: [0.6705783009529114]
+Labels: ['Diabetes type 2']
+Scores: [0.9206669926643372]
+Combination: 
+"Diabetes": 0.9452682733535767
+"Diabetes type 2": 0.4903285689651966
+"Diabetes type 1": 0.3415329051204026
+"Mental Health": 0.0025682716513983905
+"Cardiovascular diseases": 0.0015971281245583668
+"Cancer": 0.0015467448029085062
+"Chronic respiratory disease": 0.0015476348999072798
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.9537433981895447, 0.021059632301330566, 0.012953108176589012, 0.0038530356250703335, 0.0032378239557147026, 0.0026728396769613028, 0.0024801853578537703]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.991738498210907]
+Labels: ['Cancer']
+Scores: [0.00031674321508035064]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002714684815146029]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0009207432740367949]
+Labels: ['Mental Health']
+Scores: [0.0029037657659500837]
+Labels: ['Diabetes type 1']
+Scores: [0.8356201648712158]
+Labels: ['Diabetes type 2']
+Scores: [0.6997678279876709]
+Combination: 
+"Diabetes": 0.9727409482002258
+"Diabetes type 1": 0.4283398985862732
+"Diabetes type 2": 0.35636046808212996
+"Cardiovascular diseases": 0.002386889449553564
+"Mental Health": 0.003070794860832393
+"Cancer": 0.0014947914460208267
+"Chronic respiratory disease": 0.0013758269196841866
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.954463541507721, 0.017953049391508102, 0.01321371179074049, 0.004106417298316956, 0.0038589059840887785, 0.003539028577506542, 0.002865289803594351]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9847970008850098]
+Labels: ['Cancer']
+Scores: [0.00023003081150818616]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00044571657781489193]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0003671110898721963]
+Labels: ['Mental Health']
+Scores: [0.0018194703152403235]
+Labels: ['Diabetes type 1']
+Scores: [0.47339412569999695]
+Labels: ['Diabetes type 2']
+Scores: [0.5953991413116455]
+Combination: 
+"Diabetes": 0.9696302711963654
+"Diabetes type 2": 0.3066760953515768
+"Diabetes type 1": 0.24330391874536872
+"Cardiovascular diseases": 0.002236764194094576
+"Chronic respiratory disease": 0.002152311280951835
+"Cancer": 0.0018845296945073642
+"Mental Health": 0.002342380059417337
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.9605531096458435, 0.018962694332003593, 0.011594840325415134, 0.002321947133168578, 0.0022099600173532963, 0.002194143133237958, 0.0021633943542838097]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9817954301834106]
+Labels: ['Cancer']
+Scores: [0.00024699815548956394]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00017928818124346435]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00018098027794621885]
+Labels: ['Mental Health']
+Scores: [0.00025354340323247015]
+Labels: ['Diabetes type 1']
+Scores: [0.7856195569038391]
+Labels: ['Diabetes type 2']
+Scores: [0.5719268918037415]
+Combination: 
+"Diabetes": 0.9711742699146271
+"Diabetes type 1": 0.40229112561792135
+"Diabetes type 2": 0.2917608660645783
+"Cancer": 0.001284472644329071
+"Mental Health": 0.0012317517102928832
+"Cardiovascular diseases": 0.0011875617055920884
+"Chronic respiratory disease": 0.001171341267763637
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.9492084980010986, 0.01695050299167633, 0.015013966709375381, 0.005040201358497143, 0.0047828820534050465, 0.004759346600621939, 0.004244627896696329]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9672818183898926]
+Labels: ['Cancer']
+Scores: [0.0003986634546890855]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00048669351963326335]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0008257178706116974]
+Labels: ['Mental Health']
+Scores: [0.0006860546418465674]
+Labels: ['Diabetes type 1']
+Scores: [0.3722434639930725]
+Labels: ['Diabetes type 2']
+Scores: [0.40290674567222595]
+Combination: 
+"Diabetes": 0.9582451581954956
+"Diabetes type 2": 0.20992862433195114
+"Diabetes type 1": 0.19362871535122395
+"Cardiovascular diseases": 0.00293295961455442
+"Chronic respiratory disease": 0.002634787786519155
+"Cancer": 0.002579005027655512
+"Mental Health": 0.0024653412692714483
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.3734937906265259, 0.36419063806533813, 0.25822606682777405, 0.0010903052752837539, 0.0010338862193748355, 0.0009833156364038587, 0.000982011086307466]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9801878333091736]
+Labels: ['Cancer']
+Scores: [0.0002421344252070412]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002459670649841428]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005090614431537688]
+Labels: ['Mental Health']
+Scores: [0.0008913044584915042]
+Labels: ['Diabetes type 1']
+Scores: [0.9792386293411255]
+Labels: ['Diabetes type 2']
+Scores: [0.9869892001152039]
+Combination: 
+"Diabetes type 2": 0.6802414953708649
+"Diabetes": 0.6721892356872559
+"Diabetes type 1": 0.6187323480844498
+"Cardiovascular diseases": 0.0007996833592187613
+"Cancer": 0.0006380103222909383
+"Mental Health": 0.0009373100474476814
+"Chronic respiratory disease": 0.0006139890756458044
+Selected labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.929577112197876, 0.045471180230379105, 0.013576213270425797, 0.0040728929452598095, 0.003690999699756503, 0.0018559059826657176, 0.0017557297833263874]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8313497304916382]
+Labels: ['Cancer']
+Scores: [0.0003824750892817974]
+Labels: ['Chronic respiratory disease']
+Scores: [0.08183613419532776]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9931351542472839]
+Labels: ['Mental Health']
+Scores: [0.0002720192715059966]
+Labels: ['Diabetes type 1']
+Scores: [0.4270053505897522]
+Labels: ['Diabetes type 2']
+Scores: [0.5047013759613037]
+Combination: 
+"Cardiovascular diseases": 0.96135613322258
+"Diabetes": 0.43841045536100864
+"Chronic respiratory disease": 0.04770617373287678
+"Diabetes type 2": 0.25438713445328176
+"Diabetes type 1": 0.21534817514475435
+"Mental Health": 0.001063962627085857
+"Cancer": 0.0010691024363040924
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.8406513333320618, 0.11611803621053696, 0.01980486512184143, 0.011220879852771759, 0.004641211591660976, 0.004396802745759487, 0.0031668338924646378]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8259546160697937]
+Labels: ['Cancer']
+Scores: [0.00016064550436567515]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002925829612649977]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9544553160667419]
+Labels: ['Mental Health']
+Scores: [0.00040406431071460247]
+Labels: ['Diabetes type 1']
+Scores: [0.3150702118873596]
+Labels: ['Diabetes type 2']
+Scores: [0.5843735933303833]
+Combination: 
+"Cardiovascular diseases": 0.8975533246994019
+"Diabetes": 0.47103632614016533
+"Diabetes type 2": 0.30208922922611237
+"Diabetes type 1": 0.1631455458700657
+"Mental Health": 0.0025226379511877894
+"Chronic respiratory disease": 0.0023446928535122424
+"Cancer": 0.0016637396984151565
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.5882074236869812, 0.30781152844429016, 0.05460798740386963, 0.025771941989660263, 0.009193318895995617, 0.007224864326417446, 0.007182817440479994]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.800015926361084]
+Labels: ['Cancer']
+Scores: [0.0009006042964756489]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01363863330334425]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9453807473182678]
+Labels: ['Mental Health']
+Scores: [0.0007141583482734859]
+Labels: ['Diabetes type 1']
+Scores: [0.5404818654060364]
+Labels: ['Diabetes type 2']
+Scores: [0.6709953546524048]
+Combination: 
+"Cardiovascular diseases": 0.7667940855026245
+"Diabetes": 0.5539137274026871
+"Diabetes type 2": 0.3628016710281372
+"Diabetes type 1": 0.2831269036978483
+"Chronic respiratory disease": 0.011415976099669933
+"Mental Health": 0.003969511337345466
+"Cancer": 0.004041710868477821
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5597911477088928, 0.41260936856269836, 0.012213164940476418, 0.008596384897828102, 0.0024067345075309277, 0.0022800257429480553, 0.002103222534060478]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.964142382144928]
+Labels: ['Cancer']
+Scores: [0.0002017856459133327]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00030471436912193894]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9508426785469055]
+Labels: ['Mental Health']
+Scores: [0.00010526883124839514]
+Labels: ['Diabetes type 1']
+Scores: [0.6011554598808289]
+Labels: ['Diabetes type 2']
+Scores: [0.707957923412323]
+Combination: 
+"Cardiovascular diseases": 0.7553169131278992
+"Diabetes": 0.6883758753538132
+"Diabetes type 2": 0.3600855441763997
+"Diabetes type 1": 0.3048759223893285
+"Cancer": 0.0013042600767221302
+"Chronic respiratory disease": 0.001292370056034997
+"Mental Health": 0.0011042456826544367
+Selected labels: ['Cardiovascular diseases', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9749150276184082, 0.013500072993338108, 0.004633780103176832, 0.002149630803614855, 0.0016660548280924559, 0.0016443744534626603, 0.0014909438323229551]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9808407425880432]
+Labels: ['Cancer']
+Scores: [0.00013498788757715374]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001448326074751094]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0003470342780929059]
+Labels: ['Mental Health']
+Scores: [0.0001080003276001662]
+Labels: ['Diabetes type 1']
+Scores: [0.044461701065301895]
+Labels: ['Diabetes type 2']
+Scores: [0.3511631190776825]
+Combination: 
+"Diabetes": 0.9778778851032257
+"Diabetes type 2": 0.1823315960355103
+"Diabetes type 1": 0.024547740584239364
+"Cardiovascular diseases": 0.0012483325408538803
+"Cancer": 0.0009005213578348048
+"Chronic respiratory disease": 0.0008946035304688849
+"Mental Health": 0.0007994720799615607
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.4678764045238495, 0.4630063772201538, 0.030813230201601982, 0.02786307781934738, 0.0062576462514698505, 0.0023500933311879635, 0.001833209185861051]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9756742715835571]
+Labels: ['Cancer']
+Scores: [0.0003421780129428953]
+Labels: ['Chronic respiratory disease']
+Scores: [0.33182820677757263]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9647346138954163]
+Labels: ['Mental Health']
+Scores: [0.00026405483367852867]
+Labels: ['Diabetes type 1']
+Scores: [0.5811914801597595]
+Labels: ['Diabetes type 2']
+Scores: [0.8176373243331909]
+Combination: 
+"Diabetes": 0.7217753380537033
+"Cardiovascular diseases": 0.713870495557785
+"Chronic respiratory disease": 0.1813207184895873
+"Diabetes type 2": 0.42275020107626915
+"Diabetes type 1": 0.2937245632056147
+"Cancer": 0.0013461356720654294
+"Mental Health": 0.0010486320097697899
+Selected labels: ['Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.735882043838501, 0.10374011844396591, 0.03423094376921654, 0.033882152289152145, 0.031060948967933655, 0.031044481322169304, 0.030159400776028633]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9836944937705994]
+Labels: ['Cancer']
+Scores: [0.0711936429142952]
+Labels: ['Chronic respiratory disease']
+Scores: [0.21039748191833496]
+Labels: ['Cardiovascular diseases']
+Scores: [0.06403492391109467]
+Labels: ['Mental Health']
+Scores: [0.6000372171401978]
+Labels: ['Diabetes type 1']
+Scores: [0.8352746963500977]
+Labels: ['Diabetes type 2']
+Scores: [0.8429862260818481]
+Combination: 
+"Diabetes": 0.8597882688045502
+"Mental Health": 0.35188866779208183
+"Diabetes type 2": 0.43860858492553234
+"Chronic respiratory disease": 0.12213981710374355
+"Diabetes type 1": 0.43316782265901566
+"Cancer": 0.05111906211823225
+"Cardiovascular diseases": 0.04709716234356165
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer']
+Scores: [0.8960698246955872, 0.03410521149635315, 0.02587447687983513, 0.014110713265836239, 0.011188225820660591, 0.009809965267777443, 0.008841601200401783]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9875232577323914]
+Labels: ['Cancer']
+Scores: [0.005233811680227518]
+Labels: ['Chronic respiratory disease']
+Scores: [0.021478906273841858]
+Labels: ['Cardiovascular diseases']
+Scores: [0.013191945850849152]
+Labels: ['Mental Health']
+Scores: [0.019895389676094055]
+Labels: ['Diabetes type 1']
+Scores: [0.8589906692504883]
+Labels: ['Diabetes type 2']
+Scores: [0.8915748000144958]
+Combination: 
+"Diabetes": 0.9417965412139893
+"Diabetes type 2": 0.4628400057554245
+"Diabetes type 1": 0.4424325730651617
+"Chronic respiratory disease": 0.01779480976983905
+"Cardiovascular diseases": 0.012190085835754871
+"Mental Health": 0.014852677471935749
+"Cancer": 0.0070377064403146505
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.926322877407074, 0.02947903610765934, 0.022630443796515465, 0.005768670234829187, 0.0057533239014446735, 0.005091392435133457, 0.004954211879521608]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9671983122825623]
+Labels: ['Cancer']
+Scores: [0.0001013083674479276]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00015537328727077693]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00011039489618269727]
+Labels: ['Mental Health']
+Scores: [0.00010748997010523453]
+Labels: ['Diabetes type 1']
+Scores: [0.4213423728942871]
+Labels: ['Diabetes type 2']
+Scores: [0.5165045261383057]
+Combination: 
+"Diabetes": 0.9467605948448181
+"Diabetes type 2": 0.2729917811229825
+"Diabetes type 1": 0.2219864083454013
+"Chronic respiratory disease": 0.002962021761049982
+"Mental Health": 0.002930406935774954
+"Cancer": 0.0025963504012906924
+"Cardiovascular diseases": 0.002532303387852153
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.9547621011734009, 0.01765258051455021, 0.014005911536514759, 0.0034983609803020954, 0.0034774078521877527, 0.0033055220264941454, 0.0032981252297759056]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9843770265579224]
+Labels: ['Cancer']
+Scores: [0.0001257637341041118]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010090514115290716]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00010844078497029841]
+Labels: ['Mental Health']
+Scores: [0.0001355067070107907]
+Labels: ['Diabetes type 1']
+Scores: [0.680693507194519]
+Labels: ['Diabetes type 2']
+Scores: [0.7215608954429626]
+Combination: 
+"Diabetes": 0.9695695638656616
+"Diabetes type 2": 0.36960673797875643
+"Diabetes type 1": 0.3473497093655169
+"Cancer": 0.0018120623572031036
+"Mental Health": 0.0018064572795992717
+"Chronic respiratory disease": 0.0017032135838235263
+"Cardiovascular diseases": 0.001703283007373102
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7713309526443481, 0.09410303086042404, 0.0733458623290062, 0.021145956590771675, 0.017992379143834114, 0.011484071612358093, 0.010597656480967999]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8525676131248474]
+Labels: ['Cancer']
+Scores: [0.00014649984950665385]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002038697130046785]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0008653374970890582]
+Labels: ['Mental Health']
+Scores: [0.00038913998287171125]
+Labels: ['Diabetes type 1']
+Scores: [0.7269962430000305]
+Labels: ['Diabetes type 2']
+Scores: [0.6075459122657776]
+Combination: 
+"Diabetes": 0.8119492828845978
+"Diabetes type 1": 0.4105496369302273
+"Diabetes type 2": 0.3404458872973919
+"Mental Health": 0.010767548286821693
+"Cardiovascular diseases": 0.009428858320461586
+"Chronic respiratory disease": 0.005843970662681386
+"Cancer": 0.005372078165237326
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.8203072547912598, 0.1742566078901291, 0.0012118109734728932, 0.0011403615353628993, 0.0011336203897371888, 0.0011164197931066155, 0.0008339513442479074]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.956548810005188]
+Labels: ['Cancer']
+Scores: [0.00011631083907559514]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010324223694624379]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00012166355736553669]
+Labels: ['Mental Health']
+Scores: [0.00014221362653188407]
+Labels: ['Diabetes type 1']
+Scores: [0.9964138269424438]
+Labels: ['Diabetes type 2']
+Scores: [0.00016482900537084788]
+Combination: 
+"Diabetes type 1": 0.9083605408668518
+"Diabetes": 0.5654027089476585
+"Diabetes type 2": 0.0006883199894218706
+"Cardiovascular diseases": 0.000631012546364218
+"Cancer": 0.000624965614406392
+"Chronic respiratory disease": 0.0006098310150264297
+"Mental Health": 0.00048808248538989574
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6805844306945801, 0.21194836497306824, 0.10628421604633331, 0.0003903777396772057, 0.0002780755457933992, 0.0002623489126563072, 0.0002522076538298279]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9882566332817078]
+Labels: ['Cancer']
+Scores: [0.00015112537948880345]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00023767532547935843]
+Labels: ['Cardiovascular diseases']
+Scores: [0.945528507232666]
+Labels: ['Mental Health']
+Scores: [0.00014082643610890955]
+Labels: ['Diabetes type 1']
+Scores: [0.9984333515167236]
+Labels: ['Diabetes type 2']
+Scores: [0.0002428715379210189]
+Combination: 
+"Diabetes type 1": 0.8395088911056519
+"Diabetes": 0.600102499127388
+"Cardiovascular diseases": 0.5259063616394997
+"Diabetes type 2": 0.0003166246387991123
+"Chronic respiratory disease": 0.0002578754356363788
+"Cancer": 0.00020673714607255533
+"Mental Health": 0.00019651704496936873
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.9056457877159119, 0.05073389410972595, 0.03057132475078106, 0.0034619562793523073, 0.0034489398822188377, 0.003141752677038312, 0.00299640535376966]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9716461896896362]
+Labels: ['Cancer']
+Scores: [0.00023907871218398213]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004136410541832447]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005338678020052612]
+Labels: ['Mental Health']
+Scores: [0.0003957701555918902]
+Labels: ['Diabetes type 1']
+Scores: [0.881888747215271]
+Labels: ['Diabetes type 2']
+Scores: [0.7057446837425232]
+Combination: 
+"Diabetes": 0.938645988702774
+"Diabetes type 1": 0.4663113206624985
+"Diabetes type 2": 0.3681580042466521
+"Chronic respiratory disease": 0.003799183410592377
+"Mental Health": 0.001922355018905364
+"Cardiovascular diseases": 0.0018378102395217866
+"Cancer": 0.001617742032976821
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.3734937906265259, 0.36419063806533813, 0.25822606682777405, 0.0010903052752837539, 0.0010338862193748355, 0.0009833156364038587, 0.000982011086307466]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9801878333091736]
+Labels: ['Cancer']
+Scores: [0.0002421344252070412]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002459670649841428]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005090614431537688]
+Labels: ['Mental Health']
+Scores: [0.0008913044584915042]
+Labels: ['Diabetes type 1']
+Scores: [0.9792386293411255]
+Labels: ['Diabetes type 2']
+Scores: [0.9869892001152039]
+Combination: 
+"Diabetes type 2": 0.6802414953708649
+"Diabetes": 0.6721892356872559
+"Diabetes type 1": 0.6187323480844498
+"Cardiovascular diseases": 0.0007996833592187613
+"Cancer": 0.0006380103222909383
+"Mental Health": 0.0009373100474476814
+"Chronic respiratory disease": 0.0006139890756458044
+Selected labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.7813377976417542, 0.21621733903884888, 0.000517392938490957, 0.0005134579841978848, 0.0005112914368510246, 0.0005082660354673862, 0.00039440704858861864]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9908031821250916]
+Labels: ['Cancer']
+Scores: [0.00023415175382979214]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00027869039331562817]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002879095554817468]
+Labels: ['Mental Health']
+Scores: [0.00019519323541317135]
+Labels: ['Diabetes type 1']
+Scores: [0.9991406798362732]
+Labels: ['Diabetes type 2']
+Scores: [0.000250236684223637]
+Combination: 
+"Diabetes type 1": 0.8902392387390137
+"Diabetes": 0.6035102605819702
+"Cancer": 0.0003757723461603746
+"Cardiovascular diseases": 0.0004006837698398158
+"Diabetes type 2": 0.0003807640605373308
+"Chronic respiratory disease": 0.0003934782143915072
+"Mental Health": 0.000294800142000895
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7494627237319946, 0.23679323494434357, 0.003418293781578541, 0.002875956939533353, 0.0026940673124045134, 0.002474577631801367, 0.002281139837577939]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8923322558403015]
+Labels: ['Cancer']
+Scores: [0.0001392148988088593]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001274289534194395]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00017968847532756627]
+Labels: ['Mental Health']
+Scores: [0.0002860577660612762]
+Labels: ['Diabetes type 1']
+Scores: [0.9855555891990662]
+Labels: ['Diabetes type 2']
+Scores: [0.00027088698698207736]
+Combination: 
+"Diabetes type 1": 0.8675091564655304
+"Diabetes": 0.5645627453923225
+"Mental Health": 0.0018521757738199085
+"Diabetes type 2": 0.001573421963257715
+"Cardiovascular diseases": 0.0014368778938660398
+"Chronic respiratory disease": 0.0013010032926104032
+"Cancer": 0.0012101773681933992
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.19895903766155243, 0.18853598833084106, 0.15717925131320953, 0.13337700068950653, 0.11976417899131775, 0.1051575168967247, 0.09702705591917038]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.26650723814964294]
+Labels: ['Cancer']
+Scores: [0.053196463733911514]
+Labels: ['Chronic respiratory disease']
+Scores: [0.18691371381282806]
+Labels: ['Cardiovascular diseases']
+Scores: [0.016643522307276726]
+Labels: ['Mental Health']
+Scores: [0.02439141273498535]
+Labels: ['Diabetes type 1']
+Scores: [0.48286423087120056]
+Labels: ['Diabetes type 2']
+Scores: [0.44294077157974243]
+Combination: 
+"Diabetes type 1": 0.3409116342663765
+"Diabetes type 2": 0.31573837995529175
+"Diabetes": 0.21184324473142624
+"Chronic respiratory disease": 0.1601453572511673
+"Mental Health": 0.07207779586315155
+"Cancer": 0.07917699031531811
+"Cardiovascular diseases": 0.05683528911322355
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'COVID-19', 'Male', 'Female', 'Middle Aged', 'Retrospective Studies', 'Pakistan', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Adult', 'SARS-CoV-2', 'Survival Rate', 'Incidence']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.657572329044342, 0.22958090901374817, 0.10124769806861877, 0.0070066554471850395, 0.0030603264458477497, 0.0008610228542238474, 0.0006710314191877842]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9789326786994934]
+Labels: ['Cancer']
+Scores: [0.00045152430539019406]
+Labels: ['Chronic respiratory disease']
+Scores: [0.09545918554067612]
+Labels: ['Cardiovascular diseases']
+Scores: [0.01982957310974598]
+Labels: ['Mental Health']
+Scores: [0.0009208220872096717]
+Labels: ['Diabetes type 1']
+Scores: [0.9969326853752136]
+Labels: ['Diabetes type 2']
+Scores: [0.945096492767334]
+Combination: 
+"Diabetes type 1": 0.8272525072097778
+"Diabetes": 0.6042567938566208
+"Diabetes type 2": 0.5231720954179764
+"Chronic respiratory disease": 0.05123292049393058
+"Cardiovascular diseases": 0.011444949777796865
+"Cancer": 0.0006562735798070207
+"Mental Health": 0.000795926753198728
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39658119
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'Diabetes Mellitus, Type 1', 'Child', 'Male', 'Female', 'Retrospective Studies', 'Adolescent', 'Saudi Arabia', 'Child, Preschool', 'Incidence', 'Polyuria', 'Abdominal Pain', 'Polydipsia', 'Vomiting', 'Age Factors', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.6166388392448425, 0.37958356738090515, 0.0008734855218790472, 0.0008321528439410031, 0.0007686121389269829, 0.0007124904077500105, 0.0005908859893679619]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9915478229522705]
+Labels: ['Cancer']
+Scores: [0.00029492119210772216]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002038738166447729]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00018205128435511142]
+Labels: ['Mental Health']
+Scores: [0.0005113910883665085]
+Labels: ['Diabetes type 1']
+Scores: [0.9968629479408264]
+Labels: ['Diabetes type 2']
+Scores: [0.00031329592457041144]
+Combination: 
+"Diabetes type 1": 0.8067508935928345
+"Diabetes": 0.6855656951665878
+"Diabetes type 2": 0.0005933907232247293
+"Cancer": 0.0005635370180243626
+"Mental Health": 0.0006400016136467457
+"Chronic respiratory disease": 0.0004581821121973917
+"Cardiovascular diseases": 0.00038646863686153665
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39658013
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Adolescent', 'Female', 'Male', 'Self Efficacy', 'Quality of Life', 'Jordan', 'Glycemic Control', 'Empowerment', 'Glycated Hemoglobin', 'Child']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.6841660141944885, 0.30980196595191956, 0.0018585551297292113, 0.001164554967544973, 0.0011066787410527468, 0.0010717652039602399, 0.0008305033552460372]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9860329031944275]
+Labels: ['Cancer']
+Scores: [0.00010466970707057044]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001603970886208117]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002414345508441329]
+Labels: ['Mental Health']
+Scores: [0.0016823698533698916]
+Labels: ['Diabetes type 1']
+Scores: [0.9953929781913757]
+Labels: ['Diabetes type 2']
+Scores: [0.00021149005624465644]
+Combination: 
+"Diabetes type 1": 0.8397794961929321
+"Diabetes": 0.6479174345731735
+"Mental Health": 0.0017704624915495515
+"Cardiovascular diseases": 0.0007029947591945529
+"Diabetes type 2": 0.0006590843986487016
+"Chronic respiratory disease": 0.0006160811462905258
+"Cancer": 0.00046758653115830384
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39653802
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Exercise', 'Insulin Infusion Systems', 'Insulin', 'Adolescent', 'Child', 'Hypoglycemic Agents', 'Europe', 'Blood Glucose', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Diabetes type 2']
+Scores: [0.7516961097717285, 0.2335057258605957, 0.0038291397504508495, 0.0034350797068327665, 0.003376959590241313, 0.0027431149501353502, 0.001413789694197476]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9307782649993896]
+Labels: ['Cancer']
+Scores: [0.0012587916571646929]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005855590105056763]
+Labels: ['Cardiovascular diseases']
+Scores: [0.001696383929811418]
+Labels: ['Mental Health']
+Scores: [0.0022624360863119364]
+Labels: ['Diabetes type 1']
+Scores: [0.9929528832435608]
+Labels: ['Diabetes type 2']
+Scores: [0.00027177820447832346]
+Combination: 
+"Diabetes type 1": 0.8723244965076447
+"Diabetes": 0.5821419954299927
+"Chronic respiratory disease": 0.004842364927753806
+"Cardiovascular diseases": 0.0025657318183220923
+"Cancer": 0.002317875623703003
+"Mental Health": 0.0025027755182236433
+"Diabetes type 2": 0.0008427839493378997
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39652177
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Dermatitis, Atopic', 'Comorbidity', 'Risk Factors', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus', 'Child', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.587422251701355, 0.15041835606098175, 0.1303534060716629, 0.04228423163294792, 0.03471660241484642, 0.027979044243693352, 0.02682609297335148]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.04066408425569534]
+Labels: ['Cancer']
+Scores: [8.445319690508768e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00026230840012431145]
+Labels: ['Cardiovascular diseases']
+Scores: [7.672674109926447e-05]
+Labels: ['Mental Health']
+Scores: [7.627293962286785e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.4141523838043213]
+Labels: ['Diabetes type 2']
+Scores: [0.2735770344734192]
+Combination: 
+"Diabetes": 0.31404316797852516
+"Diabetes type 1": 0.2822853699326515
+"Diabetes type 2": 0.20196522027254105
+"Mental Health": 0.021180252286285395
+"Cancer": 0.017400527805875754
+"Chronic respiratory disease": 0.014120676321908832
+"Cardiovascular diseases": 0.013451409857225372
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39649224
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Genetic Predisposition to Disease', 'Genome-Wide Association Study', 'Glycated Hemoglobin', 'Mendelian Randomization Analysis', 'Polymorphism, Single Nucleotide', 'Spondylitis, Ankylosing']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.9116838574409485, 0.043692879378795624, 0.034732602536678314, 0.002883701119571924, 0.002773366402834654, 0.00242053996771574, 0.0018131363904103637]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9748415350914001]
+Labels: ['Cancer']
+Scores: [9.818172839004546e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00011518901737872511]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002082071587210521]
+Labels: ['Mental Health']
+Scores: [0.00010957899212371558]
+Labels: ['Diabetes type 1']
+Scores: [0.910209059715271]
+Labels: ['Diabetes type 2']
+Scores: [0.9223343729972839]
+Combination: 
+"Diabetes": 0.9432626962661743
+"Diabetes type 2": 0.4830136261880398
+"Diabetes type 1": 0.47247083112597466
+"Mental Health": 0.00149664005584782
+"Cardiovascular diseases": 0.001490786780777853
+"Cancer": 0.0012593608480528928
+"Chronic respiratory disease": 0.0009641627038945444
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39645243
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Insulin-Secreting Cells', 'Animals', 'Drug Development', 'Insulin Secretion', 'Insulin', 'Disease Progression', 'Glycemic Control']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.733250081539154, 0.26203200221061707, 0.0012165631633251905, 0.0009992907289415598, 0.0008512580534443259, 0.0008456074865534902, 0.0008051990298554301]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9638285040855408]
+Labels: ['Cancer']
+Scores: [0.0001799032761482522]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00014934111095499247]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0001779122103471309]
+Labels: ['Mental Health']
+Scores: [0.0004545357369352132]
+Labels: ['Diabetes type 1']
+Scores: [0.9927111864089966]
+Labels: ['Diabetes type 2']
+Scores: [0.0002137257979484275]
+Combination: 
+"Diabetes type 1": 0.8629806339740753
+"Diabetes": 0.6129302531480789
+"Diabetes type 2": 0.000715144480636809
+"Mental Health": 0.0007269132329383865
+"Cancer": 0.0005155806647962891
+"Chronic respiratory disease": 0.0004974742987542413
+"Cardiovascular diseases": 0.0004915556201012805
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39644976
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Diving', 'Adult', 'Hypoglycemia', 'Male', 'Female', 'Blood Glucose', 'Young Adult', 'Blood Glucose Self-Monitoring', 'Glycated Hemoglobin', 'Adolescent', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.6272510886192322, 0.36654791235923767, 0.0014418292557820678, 0.001297447830438614, 0.0011907508596777916, 0.0011846604757010937, 0.0010862902272492647]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9718797206878662]
+Labels: ['Cancer']
+Scores: [0.00010802155884448439]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002317294420208782]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00016883548232726753]
+Labels: ['Mental Health']
+Scores: [9.138975292444229e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9906054139137268]
+Labels: ['Diabetes type 2']
+Scores: [0.00016346808115486056]
+Combination: 
+"Diabetes type 1": 0.8089282512664795
+"Diabetes": 0.6692138165235519
+"Chronic respiratory disease": 0.000836779348901473
+"Diabetes type 2": 0.0007304579557967372
+"Cardiovascular diseases": 0.0006797931710025296
+"Cancer": 0.000646341017272789
+"Mental Health": 0.0005888399900868535
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39642862
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Diabetes Mellitus, Type 1', 'Humans', 'Islets of Langerhans Transplantation', 'Induced Pluripotent Stem Cells', 'Islets of Langerhans', 'Animals']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.6776472926139832, 0.3189437687397003, 0.000845233618747443, 0.0006794205401092768, 0.0006443341844715178, 0.0006200970383360982, 0.0006198608898557723]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9929152131080627]
+Labels: ['Cancer']
+Scores: [0.0001317124697379768]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010982081585098058]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00011175761028425768]
+Labels: ['Mental Health']
+Scores: [0.000116929535579402]
+Labels: ['Diabetes type 1']
+Scores: [0.9987577795982361]
+Labels: ['Diabetes type 2']
+Scores: [0.0002277923485962674]
+Combination: 
+"Diabetes type 1": 0.8382025361061096
+"Diabetes": 0.6559294909238815
+"Diabetes type 2": 0.0005365129836718552
+"Cancer": 0.0004055665049236268
+"Chronic respiratory disease": 0.0003770775001612492
+"Cardiovascular diseases": 0.00036592732431017794
+"Mental Health": 0.00036839521271758713
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39639901
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Cost-Benefit Analysis', 'Diabetes Mellitus, Type 2', 'Patient Education as Topic', 'Diabetes Mellitus, Type 1']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.7140375375747681, 0.28045976161956787, 0.0016099978238344193, 0.0010696761310100555, 0.0009585053776390851, 0.0009482117020525038, 0.0009162539499811828]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9784113168716431]
+Labels: ['Cancer']
+Scores: [0.00013038571341894567]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00016271471395157278]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00014605118485633284]
+Labels: ['Mental Health']
+Scores: [0.0009613016154617071]
+Labels: ['Diabetes type 1']
+Scores: [0.0003810420457739383]
+Labels: ['Diabetes type 2']
+Scores: [0.9953687191009521]
+Combination: 
+"Diabetes type 2": 0.8547031283378601
+"Diabetes": 0.6294355392456055
+"Diabetes type 1": 0.0009955199348041788
+"Cancer": 0.0006000309222145006
+"Chronic respiratory disease": 0.0005606100457953289
+"Mental Health": 0.0009547566587571055
+"Cardiovascular diseases": 0.0005311525674187578
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39636437
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'T-Lymphocytes, Regulatory', 'Mice, Inbred NOD', 'Mice', 'Female', 'Diabetes Mellitus, Type 1', 'Antigens, Differentiation, T-Lymphocyte', 'Antibodies, Monoclonal']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.6417567133903503, 0.3536234498023987, 0.0015814999351277947, 0.0010022404603660107, 0.0007703914307057858, 0.0007177575607784092, 0.0005479846149682999]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9912132024765015]
+Labels: ['Cancer']
+Scores: [0.0002822919632308185]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00016916939057409763]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0009117760346271098]
+Labels: ['Mental Health']
+Scores: [0.00015335573698394]
+Labels: ['Diabetes type 1']
+Scores: [0.9982382655143738]
+Labels: ['Diabetes type 2']
+Scores: [0.00036786971031688154]
+Combination: 
+"Diabetes type 1": 0.8199974894523621
+"Diabetes": 0.6724183261394501
+"Cardiovascular diseases": 0.0012466379848774523
+"Diabetes type 2": 0.0006850550853414461
+"Cancer": 0.0005263416969683021
+"Mental Health": 0.0004355566488811746
+"Chronic respiratory disease": 0.00035857700277119875
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39632776
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8095245361328125, 0.08631036430597305, 0.039440955966711044, 0.03538147360086441, 0.010580746456980705, 0.010287010110914707, 0.008474770002067089]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9132785201072693]
+Labels: ['Cancer']
+Scores: [0.00021994540293235332]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0006241181981749833]
+Labels: ['Cardiovascular diseases']
+Scores: [0.055722787976264954]
+Labels: ['Mental Health']
+Scores: [0.0008635201375000179]
+Labels: ['Diabetes type 1']
+Scores: [0.5009241104125977]
+Labels: ['Diabetes type 2']
+Scores: [0.5783402323722839]
+Combination: 
+"Diabetes": 0.8614015281200409
+"Cardiovascular diseases": 0.071016576141119
+"Diabetes type 2": 0.3088905941694975
+"Diabetes type 1": 0.26815279200673103
+"Chronic respiratory disease": 0.005602432327577844
+"Cancer": 0.00525347775692353
+"Mental Health": 0.0046691450697835535
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4209882318973541, 0.3458516299724579, 0.22605060040950775, 0.0019006413640454412, 0.001754778902977705, 0.0017277986044064164, 0.0017263175686821342]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9688097834587097]
+Labels: ['Cancer']
+Scores: [0.00016309702186845243]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00015352042100857943]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00019684738072101027]
+Labels: ['Mental Health']
+Scores: [0.00017276816652156413]
+Labels: ['Diabetes type 1']
+Scores: [0.9767653942108154]
+Labels: ['Diabetes type 2']
+Scores: [0.9584493637084961]
+Combination: 
+"Diabetes": 0.6948990076780319
+"Diabetes type 1": 0.6613085120916367
+"Diabetes type 2": 0.5922499820590019
+"Cardiovascular diseases": 0.0010487443723832257
+"Chronic respiratory disease": 0.0009541496619931422
+"Cancer": 0.0009454478131374344
+"Mental Health": 0.0009495428676018491
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.556933581829071, 0.2667451798915863, 0.17478302121162415, 0.0004468921688385308, 0.00038147528539411724, 0.00037779356352984905, 0.0003320119867566973]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9895989298820496]
+Labels: ['Cancer']
+Scores: [0.00013480951020028442]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001399300090270117]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00020465420675463974]
+Labels: ['Mental Health']
+Scores: [0.000230772202485241]
+Labels: ['Diabetes type 1']
+Scores: [0.9961166381835938]
+Labels: ['Diabetes type 2']
+Scores: [0.9738544225692749]
+Combination: 
+"Diabetes type 1": 0.7765251100063324
+"Diabetes": 0.6281720548868179
+"Diabetes type 2": 0.5743187218904495
+"Cardiovascular diseases": 0.00032577318779658526
+"Chronic respiratory disease": 0.00026070264721056446
+"Cancer": 0.00025630153686506674
+"Mental Health": 0.00028139209462096915
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Cancer', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health']
+Scores: [0.18675574660301208, 0.16089032590389252, 0.1601852923631668, 0.14930249750614166, 0.14490170776844025, 0.1334473192691803, 0.06451708823442459]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.2531312108039856]
+Labels: ['Cancer']
+Scores: [0.20244018733501434]
+Labels: ['Chronic respiratory disease']
+Scores: [0.32813066244125366]
+Labels: ['Cardiovascular diseases']
+Scores: [0.31992778182029724]
+Labels: ['Mental Health']
+Scores: [0.0001165085777756758]
+Labels: ['Diabetes type 1']
+Scores: [0.23046688735485077]
+Labels: ['Diabetes type 2']
+Scores: [0.25634071230888367]
+Combination: 
+"Cardiovascular diseases": 0.25334176421165466
+"Cancer": 0.18166525661945343
+"Diabetes": 0.2066582515835762
+"Chronic respiratory disease": 0.23871657997369766
+"Diabetes type 2": 0.20062121003866196
+"Diabetes type 1": 0.18195710331201553
+"Mental Health": 0.03231679840610013
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.20814891159534454, 0.19463083148002625, 0.16022495925426483, 0.1324285864830017, 0.13126350939273834, 0.11405164748430252, 0.0592515729367733]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.28128889203071594]
+Labels: ['Cancer']
+Scores: [0.06746671348810196]
+Labels: ['Chronic respiratory disease']
+Scores: [0.24365940690040588]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1254974752664566]
+Labels: ['Mental Health']
+Scores: [0.0002114703820552677]
+Labels: ['Diabetes type 1']
+Scores: [0.3785174787044525]
+Labels: ['Diabetes type 2']
+Scores: [0.40214240550994873]
+Combination: 
+"Diabetes type 2": 0.30514565855264664
+"Diabetes type 1": 0.2865741550922394
+"Diabetes": 0.2207569256424904
+"Cardiovascular diseases": 0.12896303087472916
+"Chronic respiratory disease": 0.1874614581465721
+"Cancer": 0.09075918048620224
+"Mental Health": 0.029731521659414284
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.5411577224731445, 0.4468500316143036, 0.00420256657525897, 0.002667361870408058, 0.0018636033637449145, 0.001649403595365584, 0.0016093631274998188]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9920187592506409]
+Labels: ['Cancer']
+Scores: [0.00029645400354638696]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002852576144505292]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0007799981976859272]
+Labels: ['Mental Health']
+Scores: [0.0001844507787609473]
+Labels: ['Diabetes type 1']
+Scores: [0.005289339926093817]
+Labels: ['Diabetes type 2']
+Scores: [0.9960272312164307]
+Combination: 
+"Diabetes type 2": 0.7685924768447876
+"Diabetes": 0.7194343954324722
+"Diabetes type 1": 0.0047459532506763935
+"Cardiovascular diseases": 0.0017236800340469927
+"Cancer": 0.0010800286836456507
+"Mental Health": 0.0009169271870632656
+"Chronic respiratory disease": 0.000947310370975174
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6575217247009277, 0.3405235707759857, 0.0005667536170221865, 0.0004431620764080435, 0.00038538238732144237, 0.000323545333230868, 0.0002358631754759699]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9963238835334778]
+Labels: ['Cancer']
+Scores: [0.0001185987057397142]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00019366780179552734]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00029578633257187903]
+Labels: ['Mental Health']
+Scores: [0.0002287661627633497]
+Labels: ['Diabetes type 1']
+Scores: [0.0003156180609948933]
+Labels: ['Diabetes type 2']
+Scores: [0.9986792802810669]
+Combination: 
+"Diabetes type 2": 0.8281005024909973
+"Diabetes": 0.6684237271547318
+"Diabetes type 1": 0.0004411858390085399
+"Cardiovascular diseases": 0.00036947420448996127
+"Chronic respiratory disease": 0.00028952509455848485
+"Cancer": 0.0002210720194852911
+"Mental Health": 0.0002323146691196598
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.7883081436157227, 0.2087802290916443, 0.0010463728103786707, 0.0006060632294975221, 0.00045537942787632346, 0.0004021497443318367, 0.0004016337916254997]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9906543493270874]
+Labels: ['Cancer']
+Scores: [0.00010754252434708178]
+Labels: ['Chronic respiratory disease']
+Scores: [9.38239973038435e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00023080574464984238]
+Labels: ['Mental Health']
+Scores: [9.336211223853752e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0008370350115001202]
+Labels: ['Diabetes type 2']
+Scores: [0.9985931515693665]
+Combination: 
+"Diabetes type 2": 0.8934506475925446
+"Diabetes": 0.5997172892093658
+"Diabetes type 1": 0.0009417039109393954
+"Cardiovascular diseases": 0.00041843448707368225
+"Cancer": 0.0002814609761117026
+"Mental Health": 0.0002477559282851871
+"Chronic respiratory disease": 0.0002477288944646716
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.7081670761108398, 0.2741360366344452, 0.008647394366562366, 0.0027475059032440186, 0.0021781292743980885, 0.002177284099161625, 0.0019465885125100613]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9582200646400452]
+Labels: ['Cancer']
+Scores: [0.001821747631765902]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0006522311014123261]
+Labels: ['Cardiovascular diseases']
+Scores: [0.037840716540813446]
+Labels: ['Mental Health']
+Scores: [0.0010355028789490461]
+Labels: ['Diabetes type 1']
+Scores: [0.0005142790614627302]
+Labels: ['Diabetes type 2']
+Scores: [0.993252694606781]
+Combination: 
+"Diabetes type 2": 0.8507098853588104
+"Diabetes": 0.6161780506372452
+"Cardiovascular diseases": 0.023244055453687906
+"Cancer": 0.0022846267675049603
+"Diabetes type 1": 0.0013462041679304093
+"Chronic respiratory disease": 0.0014147576002869755
+"Mental Health": 0.0014910456957295537
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.6600478887557983, 0.32941770553588867, 0.003266219049692154, 0.0025646102149039507, 0.0021862608846277, 0.0013336560223251581, 0.0011837062193080783]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9638497233390808]
+Labels: ['Cancer']
+Scores: [9.069251245819032e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00012543343473225832]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00037584826350212097]
+Labels: ['Mental Health']
+Scores: [0.016110006719827652]
+Labels: ['Diabetes type 1']
+Scores: [0.0002587815106380731]
+Labels: ['Diabetes type 2']
+Scores: [0.9899681806564331]
+Combination: 
+"Diabetes type 2": 0.8250080347061157
+"Diabetes": 0.6466337144374847
+"Mental Health": 0.009688112884759903
+"Diabetes type 1": 0.0014116958627710119
+"Cardiovascular diseases": 0.0012810545740649104
+"Chronic respiratory disease": 0.0007295447285287082
+"Cancer": 0.0006371993658831343
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.5568952560424805, 0.3312039375305176, 0.10739785432815552, 0.001157559221610427, 0.0011295733274891973, 0.0011167925549671054, 0.0010991002200171351]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9874047040939331]
+Labels: ['Cancer']
+Scores: [0.00041722736204974353]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0003687339776661247]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9472217559814453]
+Labels: ['Mental Health']
+Scores: [0.0003646116820164025]
+Labels: ['Diabetes type 1']
+Scores: [0.00036434049252420664]
+Labels: ['Diabetes type 2']
+Scores: [0.9960606694221497]
+Combination: 
+"Diabetes type 2": 0.7764779627323151
+"Diabetes": 0.6593043208122253
+"Cardiovascular diseases": 0.5273098051548004
+"Chronic respiratory disease": 0.0007631465996382758
+"Cancer": 0.0007734003447694704
+"Diabetes type 1": 0.000740566523745656
+"Mental Health": 0.0007318559510167688
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.7844767570495605, 0.19797003269195557, 0.00544556463137269, 0.0032347000669687986, 0.0031327332835644484, 0.0030809661839157343, 0.0026591955684125423]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7341542840003967]
+Labels: ['Cancer']
+Scores: [0.00016979615611489862]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00017136904352810234]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005434390041045845]
+Labels: ['Mental Health']
+Scores: [0.00011451692262198776]
+Labels: ['Diabetes type 1']
+Scores: [0.0008251186809502542]
+Labels: ['Diabetes type 2']
+Scores: [0.9816774725914001]
+Combination: 
+"Diabetes type 2": 0.8830771148204803
+"Diabetes": 0.46606215834617615
+"Cardiovascular diseases": 0.0029945018177386373
+"Chronic respiratory disease": 0.0017030345552484505
+"Diabetes type 1": 0.0019789259822573513
+"Cancer": 0.0016253811700153165
+"Mental Health": 0.001386856245517265
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.6311970353126526, 0.361314594745636, 0.0020547278691083193, 0.0017813959857448936, 0.0012985208304598927, 0.0012534211855381727, 0.0011003136169165373]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9804235696792603]
+Labels: ['Cancer']
+Scores: [0.00016431482799816877]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0003896262205671519]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0006511430256068707]
+Labels: ['Mental Health']
+Scores: [0.00024292744637932628]
+Labels: ['Diabetes type 1']
+Scores: [0.00022644878481514752]
+Labels: ['Diabetes type 2']
+Scores: [0.991465151309967]
+Combination: 
+"Diabetes type 2": 0.8113310933113098
+"Diabetes": 0.6708690822124481
+"Cardiovascular diseases": 0.001352935447357595
+"Chronic respiratory disease": 0.0010855111031560227
+"Diabetes type 1": 0.0007624848076375201
+"Mental Health": 0.0007481743159587495
+"Cancer": 0.000632314222457353
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.4680465757846832, 0.38651910424232483, 0.14258185029029846, 0.000956021249294281, 0.0007640968542546034, 0.0006487419595941901, 0.00048362763482145965]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9739394783973694]
+Labels: ['Cancer']
+Scores: [0.00020230954396538436]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0009713754407130182]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9938396215438843]
+Labels: ['Mental Health']
+Scores: [0.00023909022274892777]
+Labels: ['Diabetes type 1']
+Scores: [0.0006463778554461896]
+Labels: ['Diabetes type 2']
+Scores: [0.9971383213996887]
+Combination: 
+"Diabetes type 2": 0.732592448592186
+"Cardiovascular diseases": 0.6901793628931046
+"Diabetes": 0.5582606643438339
+"Chronic respiratory disease": 0.0009636983450036496
+"Diabetes type 1": 0.0007052373548503965
+"Cancer": 0.00042552575177978724
+"Mental Health": 0.0003613589287851937
+Selected labels: ['Diabetes type 2', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.4430103898048401, 0.3549541234970093, 0.19231919944286346, 0.00287637603469193, 0.0027617246378213167, 0.002435421571135521, 0.0016427222872152925]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9477699398994446]
+Labels: ['Cancer']
+Scores: [0.0007477881154045463]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0013285260647535324]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9565358757972717]
+Labels: ['Mental Health']
+Scores: [0.0008187505882233381]
+Labels: ['Diabetes type 1']
+Scores: [0.0007835957803763449]
+Labels: ['Diabetes type 2']
+Scores: [0.98603755235672]
+Combination: 
+"Diabetes type 2": 0.71452397108078
+"Cardiovascular diseases": 0.6557449996471405
+"Diabetes": 0.570044569671154
+"Chronic respiratory disease": 0.002102451049722731
+"Cancer": 0.0017547563766129315
+"Diabetes type 1": 0.001609508675755933
+"Mental Health": 0.0012307364377193153
+Selected labels: ['Diabetes type 2', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health', 'Diabetes type 1']
+Scores: [0.6238909363746643, 0.36981362104415894, 0.0014640268636867404, 0.0012834450462833047, 0.0012515309499576688, 0.0011502527631819248, 0.0011461323592811823]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9886053800582886]
+Labels: ['Cancer']
+Scores: [0.00020346048404462636]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00033433170756325126]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0003089289821218699]
+Labels: ['Mental Health']
+Scores: [0.0001667964388616383]
+Labels: ['Diabetes type 1']
+Scores: [0.0008658220176585019]
+Labels: ['Diabetes type 2']
+Scores: [0.9859771728515625]
+Combination: 
+"Diabetes": 0.8062481582164764
+"Diabetes type 2": 0.6778953969478607
+"Cardiovascular diseases": 0.0008864779229043052
+"Chronic respiratory disease": 0.000808888376923278
+"Cancer": 0.0007274957170011476
+"Mental Health": 0.0006585246010217816
+"Diabetes type 1": 0.001005977188469842
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7099244594573975, 0.28588810563087463, 0.0015266956761479378, 0.000757388595957309, 0.0006998538738116622, 0.0006451147492043674, 0.0005584012833423913]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9807379245758057]
+Labels: ['Cancer']
+Scores: [0.00010938537161564454]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00019822336616925895]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00019529213022906333]
+Labels: ['Mental Health']
+Scores: [0.00010947923146886751]
+Labels: ['Diabetes type 1']
+Scores: [0.000530908175278455]
+Labels: ['Diabetes type 2']
+Scores: [0.9969001412391663]
+Combination: 
+"Diabetes type 2": 0.8534123003482819
+"Diabetes": 0.6333130151033401
+"Diabetes type 1": 0.0010288019257131964
+"Cardiovascular diseases": 0.00047634036309318617
+"Mental Health": 0.00040466655264026485
+"Chronic respiratory disease": 0.0004216690576868132
+"Cancer": 0.0003338933274790179
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Mental Health', 'Diabetes type 1']
+Scores: [0.7609722018241882, 0.17746342718601227, 0.056332945823669434, 0.0015346830477938056, 0.0013682334683835506, 0.0012422871077433228, 0.001086181029677391]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7653432488441467]
+Labels: ['Cancer']
+Scores: [0.000885374320205301]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0006391649367287755]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9950911402702332]
+Labels: ['Mental Health']
+Scores: [0.0010417073499411345]
+Labels: ['Diabetes type 1']
+Scores: [0.0007829729001969099]
+Labels: ['Diabetes type 2']
+Scores: [0.97324138879776]
+Combination: 
+"Cardiovascular diseases": 0.8780316710472107
+"Diabetes type 2": 0.5753524079918861
+"Diabetes": 0.4108380973339081
+"Cancer": 0.0012100286839995533
+"Chronic respiratory disease": 0.001003699202556163
+"Mental Health": 0.0011419972288422287
+"Diabetes type 1": 0.0009345769649371505
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.6879234313964844, 0.3062061071395874, 0.0017059642123058438, 0.0014484183629974723, 0.0009547568624839187, 0.0009397187386639416, 0.0008215927518904209]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9810561537742615]
+Labels: ['Cancer']
+Scores: [0.000308115326333791]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00020061631221324205]
+Labels: ['Cardiovascular diseases']
+Scores: [0.001484282431192696]
+Labels: ['Mental Health']
+Scores: [0.00018337517394684255]
+Labels: ['Diabetes type 1']
+Scores: [0.0004851357080042362]
+Labels: ['Diabetes type 2']
+Scores: [0.991488516330719]
+Combination: 
+"Diabetes type 2": 0.8397059738636017
+"Diabetes": 0.6436311304569244
+"Cardiovascular diseases": 0.00159512332174927
+"Diabetes type 1": 0.0009667770355008543
+"Mental Health": 0.0005690660182153806
+"Cancer": 0.0006239170324988663
+"Chronic respiratory disease": 0.0005111045320518315
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9460946917533875, 0.022930210456252098, 0.02020360343158245, 0.003004586324095726, 0.0026628519408404827, 0.00260159932076931, 0.0025024088099598885]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9847567081451416]
+Labels: ['Cancer']
+Scores: [0.00013085514365229756]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010682699212338775]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0001798565499484539]
+Labels: ['Mental Health']
+Scores: [0.00012058312859153375]
+Labels: ['Diabetes type 1']
+Scores: [0.6662783622741699]
+Labels: ['Diabetes type 2']
+Scores: [0.528052031993866]
+Combination: 
+"Diabetes": 0.9654256999492645
+"Diabetes type 1": 0.344604286365211
+"Diabetes type 2": 0.2741278177127242
+"Cardiovascular diseases": 0.00159222143702209
+"Cancer": 0.0013968535422463901
+"Chronic respiratory disease": 0.0013542131564463489
+"Mental Health": 0.001311495969275711
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.6111804842948914, 0.38724908232688904, 0.0004557817883323878, 0.0003195751633029431, 0.000295365258352831, 0.0002600617881398648, 0.00023964194406289607]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9971246123313904]
+Labels: ['Cancer']
+Scores: [0.00011498382809804752]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013833798584528267]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00011047707084799185]
+Labels: ['Mental Health']
+Scores: [8.671133400639519e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0002768640115391463]
+Labels: ['Diabetes type 2']
+Scores: [0.9987797141075134]
+Combination: 
+"Diabetes type 2": 0.8049800992012024
+"Diabetes": 0.6921868473291397
+"Diabetes type 1": 0.00036632289993576705
+"Chronic respiratory disease": 0.0002289565745741129
+"Cancer": 0.00020517454322543927
+"Cardiovascular diseases": 0.00018526942949392833
+"Mental Health": 0.00016317663903464563
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.6148871183395386, 0.337549090385437, 0.014212606474757195, 0.011057415045797825, 0.00799598265439272, 0.0075330412946641445, 0.006764716003090143]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.46976080536842346]
+Labels: ['Cancer']
+Scores: [0.0003673570463433862]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0006781404954381287]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005374239408411086]
+Labels: ['Mental Health']
+Scores: [0.004312337376177311]
+Labels: ['Diabetes type 1']
+Scores: [0.002774592489004135]
+Labels: ['Diabetes type 2']
+Scores: [0.6979086399078369]
+Combination: 
+"Diabetes type 2": 0.6563978791236877
+"Diabetes": 0.40365494787693024
+"Diabetes type 1": 0.008493599481880665
+"Mental Health": 0.007684876210987568
+"Cancer": 0.004181669850368053
+"Cardiovascular diseases": 0.0040352326177526265
+"Chronic respiratory disease": 0.003721428249264136
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.4476583003997803, 0.32393473386764526, 0.19768930971622467, 0.026833191514015198, 0.0016548573039472103, 0.0011420504888519645, 0.0010875880252569914]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9137093424797058]
+Labels: ['Cancer']
+Scores: [0.00012419921404216439]
+Labels: ['Chronic respiratory disease']
+Scores: [0.15789392590522766]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9543006420135498]
+Labels: ['Mental Health']
+Scores: [0.00015153322601690888]
+Labels: ['Diabetes type 1']
+Scores: [0.00024807098088786006]
+Labels: ['Diabetes type 2']
+Scores: [0.9767183065414429]
+Combination: 
+"Diabetes type 2": 0.7121883034706116
+"Cardiovascular diseases": 0.6391176879405975
+"Diabetes": 0.5556993260979652
+"Chronic respiratory disease": 0.09236355870962143
+"Diabetes type 1": 0.0009514641424175352
+"Mental Health": 0.0006467918574344367
+"Cancer": 0.0006058936196495779
+Selected labels: ['Diabetes type 2', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.46800151467323303, 0.27829018235206604, 0.16439862549304962, 0.030713815242052078, 0.020521974191069603, 0.02022312581539154, 0.017850754782557487]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6064276099205017]
+Labels: ['Cancer']
+Scores: [0.004337026737630367]
+Labels: ['Chronic respiratory disease']
+Scores: [0.019548576325178146]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3889191746711731]
+Labels: ['Mental Health']
+Scores: [0.0015002550790086389]
+Labels: ['Diabetes type 1']
+Scores: [0.04540769383311272]
+Labels: ['Diabetes type 2']
+Scores: [0.9164992570877075]
+Combination: 
+"Diabetes type 2": 0.6922503858804703
+"Diabetes": 0.4423588961362839
+"Cardiovascular diseases": 0.27665890008211136
+"Diabetes type 1": 0.0380607545375824
+"Cancer": 0.012429500464349985
+"Chronic respiratory disease": 0.019885851070284843
+"Mental Health": 0.009675504930783063
+Selected labels: ['Diabetes type 2']
+---------------------------------
+Time to classify all articles: 308.09400510787964 seconds
+Good classification: 28/136 ( 20.59% )
+At least one good per entrie: 28/63 ( 44.44% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/model/results/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b774bc7d24ea4e448f20d7b3afd42bad62f06390
--- /dev/null
+++ b/model/results/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
@@ -0,0 +1,2025 @@
+---------------------------------
+MODEL: MoritzLaurer/bge-m3-zeroshot-v2.0
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.49104395508766174, 0.16369901597499847, 0.12350116670131683, 0.08517556637525558, 0.053047046065330505, 0.05289459228515625, 0.03063865751028061]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6491075754165649]
+Labels: ['Cancer']
+Scores: [0.011043424718081951]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03359037637710571]
+Labels: ['Cardiovascular diseases']
+Scores: [0.011665329337120056]
+Labels: ['Mental Health']
+Scores: [0.0032257947605103254]
+Labels: ['Diabetes type 1']
+Scores: [0.0796552374958992]
+Labels: ['Diabetes type 2']
+Scores: [0.1422712504863739]
+Combination: 
+"Diabetes": 0.5700757652521133
+"Diabetes type 2": 0.1529851332306862
+"Diabetes type 1": 0.10157820209860802
+"Chronic respiratory disease": 0.05938297137618065
+"Cardiovascular diseases": 0.03235618770122528
+"Cancer": 0.0319690085016191
+"Mental Health": 0.016932226135395467
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.5978028774261475, 0.1453372836112976, 0.11022171378135681, 0.08144989609718323, 0.03041253611445427, 0.01985061541199684, 0.014925106428563595]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7813296914100647]
+Labels: ['Cancer']
+Scores: [0.0015645342646166682]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03932175412774086]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0042689526453614235]
+Labels: ['Mental Health']
+Scores: [0.0009549777605570853]
+Labels: ['Diabetes type 1']
+Scores: [0.08304574340581894]
+Labels: ['Diabetes type 2']
+Scores: [0.14766955375671387]
+Combination: 
+"Diabetes": 0.6895662844181061
+"Diabetes type 2": 0.14650341868400574
+"Diabetes type 1": 0.09663372859358788
+"Chronic respiratory disease": 0.060385825112462044
+"Cardiovascular diseases": 0.017340744379907846
+"Cancer": 0.010707574838306755
+"Mental Health": 0.00794004209456034
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.3273695409297943, 0.18709000945091248, 0.1820482611656189, 0.14700336754322052, 0.11011340469121933, 0.02581406943500042, 0.020561231300234795]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.17405393719673157]
+Labels: ['Cancer']
+Scores: [0.0006518644513562322]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05224863067269325]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014972938224673271]
+Labels: ['Mental Health']
+Scores: [0.00044265479664318264]
+Labels: ['Diabetes type 1']
+Scores: [0.029753969982266426]
+Labels: ['Diabetes type 2']
+Scores: [0.048382893204689026]
+Combination: 
+"Diabetes": 0.25071173906326294
+"Chronic respiratory disease": 0.11966932006180286
+"Diabetes type 2": 0.11521557718515396
+"Diabetes type 1": 0.08837866876274347
+"Cardiovascular diseases": 0.0625431714579463
+"Cancer": 0.013232966943178326
+"Mental Health": 0.010501943048438989
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cancer', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.2164626121520996, 0.1958952248096466, 0.1444205492734909, 0.1441187858581543, 0.13638150691986084, 0.09737986326217651, 0.06534136831760406]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.0015866357134655118]
+Labels: ['Cancer']
+Scores: [0.0033101853914558887]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0015127497026696801]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0007255645468831062]
+Labels: ['Mental Health']
+Scores: [0.0003615714085754007]
+Labels: ['Diabetes type 1']
+Scores: [0.0016772346571087837]
+Labels: ['Diabetes type 2']
+Scores: [0.003978924360126257]
+Combination: 
+"Diabetes type 2": 0.11022076825611293
+"Cancer": 0.09960270510055125
+"Diabetes": 0.07300359249347821
+"Diabetes type 1": 0.07289801025763154
+"Chronic respiratory disease": 0.06894712831126526
+"Cardiovascular diseases": 0.04905271390452981
+"Mental Health": 0.03285146986308973
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.7143868803977966, 0.2049565315246582, 0.03594612702727318, 0.016304800286889076, 0.01312537956982851, 0.008237621746957302, 0.0070426189340651035]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9469271898269653]
+Labels: ['Cancer']
+Scores: [0.0010167132131755352]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004267032723873854]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0027254994492977858]
+Labels: ['Mental Health']
+Scores: [0.0007391728577204049]
+Labels: ['Diabetes type 1']
+Scores: [0.02787509746849537]
+Labels: ['Diabetes type 2']
+Scores: [0.5524786710739136]
+Combination: 
+"Diabetes": 0.830657035112381
+"Diabetes type 2": 0.3787176012992859
+"Diabetes type 1": 0.031910612247884274
+"Chronic respiratory disease": 0.010285916505381465
+"Cardiovascular diseases": 0.007925439509563148
+"Cancer": 0.004627167480066419
+"Mental Health": 0.003890895895892754
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.3882712423801422, 0.369845449924469, 0.13116291165351868, 0.04793066903948784, 0.043976638466119766, 0.0096281748265028, 0.009184928610920906]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7194923758506775]
+Labels: ['Cancer']
+Scores: [0.0006859299028292298]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01943736895918846]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6852957010269165]
+Labels: ['Mental Health']
+Scores: [0.0007482293294742703]
+Labels: ['Diabetes type 1']
+Scores: [0.02507634274661541]
+Labels: ['Diabetes type 2']
+Scores: [0.20416194200515747]
+Combination: 
+"Diabetes": 0.5538818091154099
+"Cardiovascular diseases": 0.5275705754756927
+"Diabetes type 2": 0.16766242682933807
+"Diabetes type 1": 0.036503505893051624
+"Chronic respiratory disease": 0.031707003712654114
+"Mental Health": 0.005188202077988535
+"Cancer": 0.004935429256875068
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.6910886764526367, 0.14264647662639618, 0.0947919562458992, 0.024208471179008484, 0.017620161175727844, 0.01746062934398651, 0.012183667160570621]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8834059834480286]
+Labels: ['Cancer']
+Scores: [0.0021927831694483757]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004642156884074211]
+Labels: ['Cardiovascular diseases']
+Scores: [0.002239616820588708]
+Labels: ['Mental Health']
+Scores: [0.001110111246816814]
+Labels: ['Diabetes type 1']
+Scores: [0.0935538038611412]
+Labels: ['Diabetes type 2']
+Scores: [0.20661653578281403]
+Combination: 
+"Diabetes": 0.7872473299503326
+"Diabetes type 2": 0.1746315062046051
+"Diabetes type 1": 0.0941728800535202
+"Chronic respiratory disease": 0.014425314031541348
+"Cancer": 0.00990647217258811
+"Cardiovascular diseases": 0.00985012308228761
+"Mental Health": 0.006646889203693718
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6125675439834595, 0.1908707171678543, 0.1075952798128128, 0.03282614052295685, 0.025262074545025826, 0.021020812913775444, 0.009857388213276863]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9337071776390076]
+Labels: ['Cancer']
+Scores: [0.008279087953269482]
+Labels: ['Chronic respiratory disease']
+Scores: [0.012254063971340656]
+Labels: ['Cardiovascular diseases']
+Scores: [0.023512491956353188]
+Labels: ['Mental Health']
+Scores: [0.0015259524807333946]
+Labels: ['Diabetes type 1']
+Scores: [0.2691468298435211]
+Labels: ['Diabetes type 2']
+Scores: [0.5583654642105103]
+Combination: 
+"Diabetes": 0.7731373608112335
+"Diabetes type 2": 0.3746180906891823
+"Diabetes type 1": 0.18837105482816696
+"Cardiovascular diseases": 0.028169316239655018
+"Chronic respiratory disease": 0.01875806925818324
+"Cancer": 0.014649950433522463
+"Mental Health": 0.005691670347005129
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8511291742324829, 0.07213407009840012, 0.02571057341992855, 0.020208967849612236, 0.014898793771862984, 0.00798572413623333, 0.00793259497731924]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9728975296020508]
+Labels: ['Cancer']
+Scores: [0.0013722737785428762]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004614285193383694]
+Labels: ['Cardiovascular diseases']
+Scores: [0.01765347830951214]
+Labels: ['Mental Health']
+Scores: [0.0013390588574111462]
+Labels: ['Diabetes type 1']
+Scores: [0.00971251167356968]
+Labels: ['Diabetes type 2']
+Scores: [0.15600743889808655]
+Combination: 
+"Diabetes": 0.9120133519172668
+"Diabetes type 2": 0.11407075449824333
+"Cardiovascular diseases": 0.021682025864720345
+"Diabetes type 1": 0.014960739761590958
+"Chronic respiratory disease": 0.009756539482623339
+"Cancer": 0.004678998957388103
+"Mental Health": 0.004635826917365193
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8388976454734802, 0.12561433017253876, 0.01444514561444521, 0.011365544982254505, 0.005368859972804785, 0.002470616018399596, 0.0018378454260528088]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9962021708488464]
+Labels: ['Cancer']
+Scores: [0.0008293708669953048]
+Labels: ['Chronic respiratory disease']
+Scores: [0.003989404533058405]
+Labels: ['Cardiovascular diseases']
+Scores: [0.041477467864751816]
+Labels: ['Mental Health']
+Scores: [0.0004723000747617334]
+Labels: ['Diabetes type 1']
+Scores: [0.02391183376312256]
+Labels: ['Diabetes type 2']
+Scores: [0.8181951642036438]
+Combination: 
+"Diabetes": 0.9175499081611633
+"Diabetes type 2": 0.4719047471880913
+"Cardiovascular diseases": 0.027961306739598513
+"Diabetes type 1": 0.017638689372688532
+"Chronic respiratory disease": 0.004679132252931595
+"Cancer": 0.0016499934426974505
+"Mental Health": 0.001155072750407271
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.5399250388145447, 0.19587115943431854, 0.1498805433511734, 0.04343613237142563, 0.03845217451453209, 0.0282386876642704, 0.004196215886622667]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.4306502640247345]
+Labels: ['Cancer']
+Scores: [0.01820196770131588]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9170951843261719]
+Labels: ['Cardiovascular diseases']
+Scores: [0.565741777420044]
+Labels: ['Mental Health']
+Scores: [0.000306623347569257]
+Labels: ['Diabetes type 1']
+Scores: [0.035703394562006]
+Labels: ['Diabetes type 2']
+Scores: [0.047020286321640015]
+Combination: 
+"Chronic respiratory disease": 0.7285101115703583
+"Cardiovascular diseases": 0.38080646842718124
+"Diabetes": 0.29026540368795395
+"Diabetes type 2": 0.04522820934653282
+"Diabetes type 1": 0.03707778453826904
+"Cancer": 0.02322032768279314
+"Mental Health": 0.002251419617095962
+Selected labels: ['Chronic respiratory disease']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.8783205151557922, 0.06749693304300308, 0.02275048941373825, 0.013758081942796707, 0.01207081601023674, 0.00323536922223866, 0.002367817796766758]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.45043468475341797]
+Labels: ['Cancer']
+Scores: [0.0008891260949894786]
+Labels: ['Chronic respiratory disease']
+Scores: [0.020493201911449432]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9950239658355713]
+Labels: ['Mental Health']
+Scores: [0.0004917822079733014]
+Labels: ['Diabetes type 1']
+Scores: [0.015716027468442917]
+Labels: ['Diabetes type 2']
+Scores: [0.06778236478567123]
+Combination: 
+"Cardiovascular diseases": 0.9366722404956818
+"Diabetes": 0.2589658088982105
+"Diabetes type 2": 0.04526642709970474
+"Chronic respiratory disease": 0.01712564192712307
+"Diabetes type 1": 0.013893421739339828
+"Cancer": 0.0020622476586140692
+"Mental Health": 0.0014298000023700297
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.40614551305770874, 0.4031527042388916, 0.12505711615085602, 0.029683325439691544, 0.023078080266714096, 0.006558031775057316, 0.006325245834887028]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9473801255226135]
+Labels: ['Cancer']
+Scores: [0.002168311271816492]
+Labels: ['Chronic respiratory disease']
+Scores: [0.033255528658628464]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9438143968582153]
+Labels: ['Mental Health']
+Scores: [0.0018886750331148505]
+Labels: ['Diabetes type 1']
+Scores: [0.06285985559225082]
+Labels: ['Diabetes type 2']
+Scores: [0.5971800088882446]
+Combination: 
+"Diabetes": 0.6767628192901611
+"Cardiovascular diseases": 0.6734835505485535
+"Diabetes type 2": 0.3611185625195503
+"Diabetes type 1": 0.046271590515971184
+"Chronic respiratory disease": 0.02816680446267128
+"Cancer": 0.004363171523436904
+"Mental Health": 0.004106960434000939
+Selected labels: ['Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4966847896575928, 0.30586832761764526, 0.09215877950191498, 0.052182409912347794, 0.03832383081316948, 0.009333648718893528, 0.005448273848742247]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8903133273124695]
+Labels: ['Cancer']
+Scores: [0.0011004876578226686]
+Labels: ['Chronic respiratory disease']
+Scores: [0.02625805139541626]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7296545505523682]
+Labels: ['Mental Health']
+Scores: [0.00040402865852229297]
+Labels: ['Diabetes type 1']
+Scores: [0.059402208775281906]
+Labels: ['Diabetes type 2']
+Scores: [0.18346436321735382]
+Combination: 
+"Diabetes": 0.6934990584850311
+"Cardiovascular diseases": 0.5177614390850067
+"Diabetes type 2": 0.1378115713596344
+"Diabetes type 1": 0.05579230934381485
+"Chronic respiratory disease": 0.03229094110429287
+"Cancer": 0.005217068188358098
+"Mental Health": 0.00292615125363227
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.8317605257034302, 0.06637105345726013, 0.03591431677341461, 0.02163298800587654, 0.020177382975816727, 0.012438595294952393, 0.011705165728926659]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9679283499717712]
+Labels: ['Cancer']
+Scores: [0.010332322679460049]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03112036921083927]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0024606778752058744]
+Labels: ['Mental Health']
+Scores: [0.0028366809710860252]
+Labels: ['Diabetes type 1']
+Scores: [0.008274275809526443]
+Labels: ['Diabetes type 2']
+Scores: [0.11526314169168472]
+Combination: 
+"Diabetes": 0.8998444378376007
+"Diabetes type 2": 0.09081709757447243
+"Chronic respiratory disease": 0.03351734299212694
+"Cancer": 0.015982655342668295
+"Diabetes type 1": 0.014225829392671585
+"Mental Health": 0.007637638133019209
+"Cardiovascular diseases": 0.0070829218020662665
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.3240162432193756, 0.3120652437210083, 0.2830915153026581, 0.05325157940387726, 0.01930481567978859, 0.005513758864253759, 0.0027568445075303316]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9324232935905457]
+Labels: ['Cancer']
+Scores: [0.0017283846391364932]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9116438627243042]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9244127869606018]
+Labels: ['Mental Health']
+Scores: [0.00044728629291057587]
+Labels: ['Diabetes type 1']
+Scores: [0.029697174206376076]
+Labels: ['Diabetes type 2']
+Scores: [0.2374299168586731]
+Combination: 
+"Diabetes": 0.6282197684049606
+"Cardiovascular diseases": 0.618239015340805
+"Chronic respiratory disease": 0.5973676890134811
+"Diabetes type 2": 0.14534074813127518
+"Diabetes type 1": 0.024500994943082333
+"Cancer": 0.0036210717516951263
+"Mental Health": 0.0016020654002204537
+Selected labels: ['Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.42649000883102417, 0.1985839307308197, 0.16150809824466705, 0.06751085817813873, 0.06702661514282227, 0.045195240527391434, 0.033685263246297836]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5085740685462952]
+Labels: ['Cancer']
+Scores: [0.0029367657843977213]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0150826470926404]
+Labels: ['Cardiovascular diseases']
+Scores: [0.006338570266962051]
+Labels: ['Mental Health']
+Scores: [0.1577175110578537]
+Labels: ['Diabetes type 1']
+Scores: [0.015067351050674915]
+Labels: ['Diabetes type 2']
+Scores: [0.11046043783426285]
+Combination: 
+"Diabetes": 0.46753203868865967
+"Mental Health": 0.1781507208943367
+"Diabetes type 2": 0.13598426803946495
+"Chronic respiratory disease": 0.041296752635389566
+"Diabetes type 1": 0.04104698309674859
+"Cardiovascular diseases": 0.025766905397176743
+"Cancer": 0.01831101451534778
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7692371606826782, 0.10965025424957275, 0.053159166127443314, 0.02782527357339859, 0.024269461631774902, 0.009760526940226555, 0.006098226178437471]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.950865626335144]
+Labels: ['Cancer']
+Scores: [0.0004813382402062416]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0012449724599719048]
+Labels: ['Cardiovascular diseases']
+Scores: [0.009077100083231926]
+Labels: ['Mental Health']
+Scores: [0.012459620833396912]
+Labels: ['Diabetes type 1']
+Scores: [0.058852341026067734]
+Labels: ['Diabetes type 2']
+Scores: [0.24001608788967133]
+Combination: 
+"Diabetes": 0.8600513935089111
+"Diabetes type 2": 0.17483317106962204
+"Diabetes type 1": 0.056005753576755524
+"Mental Health": 0.02014244720339775
+"Cardiovascular diseases": 0.016673280857503414
+"Chronic respiratory disease": 0.00550274970009923
+"Cancer": 0.0032897822093218565
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.7744910717010498, 0.12094035744667053, 0.04913081228733063, 0.023277178406715393, 0.01856330595910549, 0.007086236495524645, 0.0065110232681035995]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9765034317970276]
+Labels: ['Cancer']
+Scores: [0.0011146699544042349]
+Labels: ['Chronic respiratory disease']
+Scores: [0.009928805753588676]
+Labels: ['Cardiovascular diseases']
+Scores: [0.017766017466783524]
+Labels: ['Mental Health']
+Scores: [0.001377425971440971]
+Labels: ['Diabetes type 1']
+Scores: [0.0979711264371872]
+Labels: ['Diabetes type 2']
+Scores: [0.44059082865715027]
+Combination: 
+"Diabetes": 0.8754972517490387
+"Diabetes type 2": 0.2807655930519104
+"Diabetes type 1": 0.07355096936225891
+"Cardiovascular diseases": 0.02052159793674946
+"Chronic respiratory disease": 0.014246055856347084
+"Mental Health": 0.004231831233482808
+"Cancer": 0.0038128466112539172
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.8407827019691467, 0.06239984184503555, 0.04801499471068382, 0.026146357879042625, 0.010478957556188107, 0.006180429831147194, 0.005996632855385542]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.936934769153595]
+Labels: ['Cancer']
+Scores: [0.00031233413028530777]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0009057988063432276]
+Labels: ['Cardiovascular diseases']
+Scores: [0.006309522781521082]
+Labels: ['Mental Health']
+Scores: [0.00035702294553630054]
+Labels: ['Diabetes type 1']
+Scores: [0.027868835255503654]
+Labels: ['Diabetes type 2']
+Scores: [0.053658049553632736]
+Combination: 
+"Diabetes": 0.8888587355613708
+"Diabetes type 2": 0.058028945699334145
+"Diabetes type 1": 0.03794191498309374
+"Cardiovascular diseases": 0.016227940330281854
+"Chronic respiratory disease": 0.005692378181265667
+"Mental Health": 0.0032687263883417472
+"Cancer": 0.003154483492835425
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.6631135940551758, 0.11600172519683838, 0.07280310243368149, 0.04758711904287338, 0.04200540855526924, 0.03250109776854515, 0.025987885892391205]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9199998378753662]
+Labels: ['Cancer']
+Scores: [0.03824256733059883]
+Labels: ['Chronic respiratory disease']
+Scores: [0.014259443618357182]
+Labels: ['Cardiovascular diseases']
+Scores: [0.027865752577781677]
+Labels: ['Mental Health']
+Scores: [0.008717010729014874]
+Labels: ['Diabetes type 1']
+Scores: [0.09246392548084259]
+Labels: ['Diabetes type 2']
+Scores: [0.22301875054836273]
+Combination: 
+"Diabetes": 0.791556715965271
+"Diabetes type 2": 0.16951023787260056
+"Diabetes type 1": 0.08263351395726204
+"Cancer": 0.04291484318673611
+"Cardiovascular diseases": 0.03493558056652546
+"Chronic respiratory disease": 0.023380270693451166
+"Mental Health": 0.01735244831070304
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Cancer', 'Mental Health']
+Scores: [0.5183308124542236, 0.4402160048484802, 0.0183876920491457, 0.010867564007639885, 0.005222389940172434, 0.004020125605165958, 0.0029554718639701605]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9384583830833435]
+Labels: ['Cancer']
+Scores: [0.000501228787470609]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0038850298151373863]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014040154404938221]
+Labels: ['Mental Health']
+Scores: [0.00030212197452783585]
+Labels: ['Diabetes type 1']
+Scores: [0.9558683037757874]
+Labels: ['Diabetes type 2']
+Scores: [0.0009160111658275127]
+Combination: 
+"Diabetes type 1": 0.7370995581150055
+"Diabetes": 0.6893371939659119
+"Cardiovascular diseases": 0.01621392322704196
+"Chronic respiratory disease": 0.007376296911388636
+"Diabetes type 2": 0.0030692005529999733
+"Cancer": 0.0022606771963182837
+"Mental Health": 0.0016287969192489982
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.597013533115387, 0.22093626856803894, 0.17162442207336426, 0.0038251543883234262, 0.0034790216013789177, 0.00200435402803123, 0.0011173252714797854]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9449480175971985]
+Labels: ['Cancer']
+Scores: [0.0030838875100016594]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0009244887623935938]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9959790110588074]
+Labels: ['Mental Health']
+Scores: [0.00033845013240352273]
+Labels: ['Diabetes type 1']
+Scores: [0.9666682481765747]
+Labels: ['Diabetes type 2']
+Scores: [0.0035988937597721815]
+Combination: 
+"Cardiovascular diseases": 0.7964962720870972
+"Diabetes type 1": 0.5938022583723068
+"Diabetes": 0.5582862198352814
+"Diabetes type 2": 0.003712024074047804
+"Cancer": 0.0032814545556902885
+"Chronic respiratory disease": 0.0014644213952124119
+"Mental Health": 0.0007278877019416541
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.394596666097641, 0.15470829606056213, 0.14136961102485657, 0.13203777372837067, 0.12488564103841782, 0.039523784071207047, 0.012878257781267166]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.08215579390525818]
+Labels: ['Cancer']
+Scores: [0.003764002351090312]
+Labels: ['Chronic respiratory disease']
+Scores: [0.40230002999305725]
+Labels: ['Cardiovascular diseases']
+Scores: [0.05347510054707527]
+Labels: ['Mental Health']
+Scores: [0.0003655898035503924]
+Labels: ['Diabetes type 1']
+Scores: [0.06089578941464424]
+Labels: ['Diabetes type 2']
+Scores: [0.07086487114429474]
+Combination: 
+"Chronic respiratory disease": 0.3984483480453491
+"Diabetes": 0.11843204498291016
+"Diabetes type 2": 0.10611724108457565
+"Diabetes type 1": 0.09646678157150745
+"Cardiovascular diseases": 0.08918037079274654
+"Cancer": 0.02164389321114868
+"Mental Health": 0.006621923792408779
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8388976454734802, 0.12561433017253876, 0.01444514561444521, 0.011365544982254505, 0.005368859972804785, 0.002470616018399596, 0.0018378454260528088]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9962021708488464]
+Labels: ['Cancer']
+Scores: [0.0008293708669953048]
+Labels: ['Chronic respiratory disease']
+Scores: [0.003989404533058405]
+Labels: ['Cardiovascular diseases']
+Scores: [0.041477467864751816]
+Labels: ['Mental Health']
+Scores: [0.0004723000747617334]
+Labels: ['Diabetes type 1']
+Scores: [0.02391183376312256]
+Labels: ['Diabetes type 2']
+Scores: [0.8181951642036438]
+Combination: 
+"Diabetes": 0.9175499081611633
+"Diabetes type 2": 0.4719047471880913
+"Cardiovascular diseases": 0.027961306739598513
+"Diabetes type 1": 0.017638689372688532
+"Chronic respiratory disease": 0.004679132252931595
+"Cancer": 0.0016499934426974505
+"Mental Health": 0.001155072750407271
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6467580795288086, 0.22926753759384155, 0.0653071328997612, 0.020889775827527046, 0.019257713109254837, 0.010699251666665077, 0.0078204944729805]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9329684972763062]
+Labels: ['Cancer']
+Scores: [0.001647466910071671]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005687744356691837]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007250587921589613]
+Labels: ['Mental Health']
+Scores: [0.0009261968079954386]
+Labels: ['Diabetes type 1']
+Scores: [0.6203768849372864]
+Labels: ['Diabetes type 2']
+Scores: [0.09675339609384537]
+Combination: 
+"Diabetes": 0.7898632884025574
+"Diabetes type 1": 0.42482221126556396
+"Diabetes type 2": 0.08103026449680328
+"Cardiovascular diseases": 0.01407018187455833
+"Chronic respiratory disease": 0.012472728732973337
+"Cancer": 0.006173359288368374
+"Mental Health": 0.004373345640487969
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Diabetes type 2']
+Scores: [0.5157747268676758, 0.35423800349235535, 0.07431752979755402, 0.04604894295334816, 0.005321958567947149, 0.0023883795365691185, 0.0019104218808934093]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9843366742134094]
+Labels: ['Cancer']
+Scores: [0.0004911433788947761]
+Labels: ['Chronic respiratory disease']
+Scores: [0.46965864300727844]
+Labels: ['Cardiovascular diseases']
+Scores: [0.2545330822467804]
+Labels: ['Mental Health']
+Scores: [0.00246339850127697]
+Labels: ['Diabetes type 1']
+Scores: [0.9644346237182617]
+Labels: ['Diabetes type 2']
+Scores: [0.00036308722337707877]
+Combination: 
+"Diabetes": 0.7500557005405426
+"Diabetes type 1": 0.6593363136053085
+"Chronic respiratory disease": 0.27198808640241623
+"Cardiovascular diseases": 0.15029101260006428
+"Mental Health": 0.0038926785346120596
+"Cancer": 0.0014397614577319473
+"Diabetes type 2": 0.001136754552135244
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes', 'Cancer', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1']
+Scores: [0.2592085599899292, 0.20018315315246582, 0.18279021978378296, 0.11415493488311768, 0.08732758462429047, 0.0809212476015091, 0.0754142701625824]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.011717031709849834]
+Labels: ['Cancer']
+Scores: [0.003971061669290066]
+Labels: ['Chronic respiratory disease']
+Scores: [0.02752826176583767]
+Labels: ['Cardiovascular diseases']
+Scores: [0.015014702454209328]
+Labels: ['Mental Health']
+Scores: [0.0018973336555063725]
+Labels: ['Diabetes type 1']
+Scores: [0.0016621575923636556]
+Labels: ['Diabetes type 2']
+Scores: [0.0023004559334367514]
+Combination: 
+"Chronic respiratory disease": 0.14336841087788343
+"Cardiovascular diseases": 0.10759892780333757
+"Diabetes": 0.0972536257468164
+"Cancer": 0.05906299827620387
+"Diabetes type 2": 0.04481402027886361
+"Mental Health": 0.04140929062850773
+"Diabetes type 1": 0.038538213877473027
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'COVID-19', 'Male', 'Female', 'Middle Aged', 'Retrospective Studies', 'Pakistan', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Adult', 'SARS-CoV-2', 'Survival Rate', 'Incidence']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.7222819328308105, 0.1471497267484665, 0.08967151492834091, 0.01743234321475029, 0.01229430828243494, 0.007525303866714239, 0.003644811687991023]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9887562990188599]
+Labels: ['Cancer']
+Scores: [0.003760893829166889]
+Labels: ['Chronic respiratory disease']
+Scores: [0.024440621957182884]
+Labels: ['Cardiovascular diseases']
+Scores: [0.011311184614896774]
+Labels: ['Mental Health']
+Scores: [0.0008368479320779443]
+Labels: ['Diabetes type 1']
+Scores: [0.5127577185630798]
+Labels: ['Diabetes type 2']
+Scores: [0.745684802532196]
+Combination: 
+"Diabetes": 0.8555191159248352
+"Diabetes type 2": 0.44641726464033127
+"Diabetes type 1": 0.3012146167457104
+"Chronic respiratory disease": 0.020936482585966587
+"Cardiovascular diseases": 0.011802746448665857
+"Cancer": 0.005643098847940564
+"Mental Health": 0.0022408298100344837
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39658119
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'Diabetes Mellitus, Type 1', 'Child', 'Male', 'Female', 'Retrospective Studies', 'Adolescent', 'Saudi Arabia', 'Child, Preschool', 'Incidence', 'Polyuria', 'Abdominal Pain', 'Polydipsia', 'Vomiting', 'Age Factors', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5396575331687927, 0.42152002453804016, 0.018243873491883278, 0.008000152185559273, 0.007229144219309092, 0.0035782677587121725, 0.001770957838743925]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9882820248603821]
+Labels: ['Cancer']
+Scores: [0.0013896707678213716]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005955485161393881]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0557238943874836]
+Labels: ['Mental Health']
+Scores: [0.0003781630948651582]
+Labels: ['Diabetes type 1']
+Scores: [0.9795562624931335]
+Labels: ['Diabetes type 2']
+Scores: [0.007758478168398142]
+Combination: 
+"Diabetes": 0.7639697790145874
+"Diabetes type 1": 0.7005381435155869
+"Cardiovascular diseases": 0.03698388393968344
+"Diabetes type 2": 0.007879315176978707
+"Chronic respiratory disease": 0.006592314690351486
+"Cancer": 0.002483969263266772
+"Mental Health": 0.0010745604668045416
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39658013
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Adolescent', 'Female', 'Male', 'Self Efficacy', 'Quality of Life', 'Jordan', 'Glycemic Control', 'Empowerment', 'Glycated Hemoglobin', 'Child']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease']
+Scores: [0.5976932048797607, 0.2727523744106293, 0.03802131861448288, 0.036661095917224884, 0.02387240342795849, 0.02108650840818882, 0.00991306733340025]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8392813801765442]
+Labels: ['Cancer']
+Scores: [0.01129320077598095]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0006601364584639668]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00405326671898365]
+Labels: ['Mental Health']
+Scores: [0.011933129280805588]
+Labels: ['Diabetes type 1']
+Scores: [0.5083653926849365]
+Labels: ['Diabetes type 2']
+Scores: [0.00310527510009706]
+Combination: 
+"Diabetes": 0.7184872925281525
+"Diabetes type 1": 0.3905588835477829
+"Mental Health": 0.024977223947644234
+"Cancer": 0.023977148346602917
+"Cardiovascular diseases": 0.01396283507347107
+"Diabetes type 2": 0.01209589175414294
+"Chronic respiratory disease": 0.005286601895932108
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39653802
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Exercise', 'Insulin Infusion Systems', 'Insulin', 'Adolescent', 'Child', 'Hypoglycemic Agents', 'Europe', 'Blood Glucose', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Mental Health']
+Scores: [0.582075834274292, 0.3708277940750122, 0.015213868580758572, 0.014326700009405613, 0.01094035618007183, 0.004493785090744495, 0.002121647819876671]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9878606796264648]
+Labels: ['Cancer']
+Scores: [0.02841731533408165]
+Labels: ['Chronic respiratory disease']
+Scores: [0.012618497014045715]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0254301056265831]
+Labels: ['Mental Health']
+Scores: [0.00044813650310970843]
+Labels: ['Diabetes type 1']
+Scores: [0.9694985151290894]
+Labels: ['Diabetes type 2']
+Scores: [0.0018387780291959643]
+Combination: 
+"Diabetes": 0.7849682569503784
+"Diabetes type 1": 0.6701631546020508
+"Cancer": 0.02181559195742011
+"Cardiovascular diseases": 0.019878402817994356
+"Chronic respiratory disease": 0.011779426597058773
+"Diabetes type 2": 0.00316628155997023
+"Mental Health": 0.0012848921614931896
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39652177
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Dermatitis, Atopic', 'Comorbidity', 'Risk Factors', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus', 'Child', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.38620635867118835, 0.2592037320137024, 0.20573854446411133, 0.05846472457051277, 0.04847104847431183, 0.022940460592508316, 0.01897510327398777]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.18254531919956207]
+Labels: ['Cancer']
+Scores: [0.0019328971393406391]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00282517122104764]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00041594772483222187]
+Labels: ['Mental Health']
+Scores: [0.00031382805900648236]
+Labels: ['Diabetes type 1']
+Scores: [0.05133091285824776]
+Labels: ['Diabetes type 2']
+Scores: [0.08335313946008682]
+Combination: 
+"Diabetes": 0.2843758389353752
+"Diabetes type 2": 0.1712784357368946
+"Diabetes type 1": 0.12853472866117954
+"Chronic respiratory disease": 0.030644947895780206
+"Cancer": 0.025201972806826234
+"Cardiovascular diseases": 0.011678204158670269
+"Mental Health": 0.009644465666497126
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39649224
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Genetic Predisposition to Disease', 'Genome-Wide Association Study', 'Glycated Hemoglobin', 'Mendelian Randomization Analysis', 'Polymorphism, Single Nucleotide', 'Spondylitis, Ankylosing']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.7329020500183105, 0.09338107705116272, 0.0686912015080452, 0.053859081119298935, 0.034505777060985565, 0.011501324363052845, 0.0051594688557088375]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9479696154594421]
+Labels: ['Cancer']
+Scores: [0.0018145418725907803]
+Labels: ['Chronic respiratory disease']
+Scores: [0.09640577435493469]
+Labels: ['Cardiovascular diseases']
+Scores: [0.020927073433995247]
+Labels: ['Mental Health']
+Scores: [0.0003671394078992307]
+Labels: ['Diabetes type 1']
+Scores: [0.06214050576090813]
+Labels: ['Diabetes type 2']
+Scores: [0.18562769889831543]
+Combination: 
+"Diabetes": 0.8404358327388763
+"Diabetes type 2": 0.13950438797473907
+"Chronic respiratory disease": 0.08254848793148994
+"Diabetes type 1": 0.05799979344010353
+"Cardiovascular diseases": 0.027716425247490406
+"Cancer": 0.006657933117821813
+"Mental Health": 0.002763304131804034
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39645243
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Insulin-Secreting Cells', 'Animals', 'Drug Development', 'Insulin Secretion', 'Insulin', 'Disease Progression', 'Glycemic Control']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Cancer', 'Mental Health']
+Scores: [0.4705250859260559, 0.38421154022216797, 0.11282432824373245, 0.022564368322491646, 0.004719342105090618, 0.0031662865076214075, 0.0019890684634447098]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9884957075119019]
+Labels: ['Cancer']
+Scores: [0.0015827880706638098]
+Labels: ['Chronic respiratory disease']
+Scores: [0.11203669011592865]
+Labels: ['Cardiovascular diseases']
+Scores: [0.797212541103363]
+Labels: ['Mental Health']
+Scores: [0.0006335668731480837]
+Labels: ['Diabetes type 1']
+Scores: [0.9818375706672668]
+Labels: ['Diabetes type 2']
+Scores: [0.0034400448203086853]
+Combination: 
+"Diabetes": 0.7295103967189789
+"Diabetes type 1": 0.6830245554447174
+"Cardiovascular diseases": 0.45501843467354774
+"Chronic respiratory disease": 0.06730052921921015
+"Diabetes type 2": 0.004079693462699652
+"Cancer": 0.0023745372891426086
+"Mental Health": 0.0013113176682963967
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39644976
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Diving', 'Adult', 'Hypoglycemia', 'Male', 'Female', 'Blood Glucose', 'Young Adult', 'Blood Glucose Self-Monitoring', 'Glycated Hemoglobin', 'Adolescent', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2', 'Mental Health']
+Scores: [0.5971387028694153, 0.35845574736595154, 0.0208202563226223, 0.01119956187903881, 0.006373811513185501, 0.0037028102669864893, 0.0023091009352356195]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9852190017700195]
+Labels: ['Cancer']
+Scores: [0.002973375376313925]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00951725710183382]
+Labels: ['Cardiovascular diseases']
+Scores: [0.04221523925662041]
+Labels: ['Mental Health']
+Scores: [0.0003871233493555337]
+Labels: ['Diabetes type 1']
+Scores: [0.9548547267913818]
+Labels: ['Diabetes type 2']
+Scores: [0.0009438125416636467]
+Combination: 
+"Diabetes": 0.7911788523197174
+"Diabetes type 1": 0.6566552370786667
+"Cardiovascular diseases": 0.03151774778962135
+"Chronic respiratory disease": 0.010358409490436316
+"Cancer": 0.004673593444749713
+"Diabetes type 2": 0.002323311404325068
+"Mental Health": 0.0013481121422955766
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39642862
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Diabetes Mellitus, Type 1', 'Humans', 'Islets of Langerhans Transplantation', 'Induced Pluripotent Stem Cells', 'Islets of Langerhans', 'Animals']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2', 'Mental Health']
+Scores: [0.522304356098175, 0.4574030637741089, 0.008269407786428928, 0.005498399026691914, 0.0032408384140580893, 0.0016831632237881422, 0.0016008130041882396]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.989233136177063]
+Labels: ['Cancer']
+Scores: [0.0016027117380872369]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0050186887383461]
+Labels: ['Cardiovascular diseases']
+Scores: [0.013085923157632351]
+Labels: ['Mental Health']
+Scores: [0.0004221483541186899]
+Labels: ['Diabetes type 1']
+Scores: [0.9923250675201416]
+Labels: ['Diabetes type 2']
+Scores: [0.0004940492799505591]
+Combination: 
+"Diabetes type 1": 0.7573147118091583
+"Diabetes": 0.7233180999755859
+"Cardiovascular diseases": 0.01067766547203064
+"Chronic respiratory disease": 0.005258543882519007
+"Cancer": 0.002421775076072663
+"Diabetes type 2": 0.0010886062518693507
+"Mental Health": 0.0010114806791534647
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39639901
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Cost-Benefit Analysis', 'Diabetes Mellitus, Type 2', 'Patient Education as Topic', 'Diabetes Mellitus, Type 1']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.6347036361694336, 0.33010706305503845, 0.017466025426983833, 0.0076074558310210705, 0.005245470441877842, 0.003444122150540352, 0.0014262646436691284]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9950510263442993]
+Labels: ['Cancer']
+Scores: [0.002178895054385066]
+Labels: ['Chronic respiratory disease']
+Scores: [0.012880955822765827]
+Labels: ['Cardiovascular diseases']
+Scores: [0.08531678467988968]
+Labels: ['Mental Health']
+Scores: [0.0003727193980012089]
+Labels: ['Diabetes type 1']
+Scores: [0.005671445280313492]
+Labels: ['Diabetes type 2']
+Scores: [0.9808090329170227]
+Combination: 
+"Diabetes": 0.8148773312568665
+"Diabetes type 2": 0.6554580479860306
+"Cardiovascular diseases": 0.051391405053436756
+"Chronic respiratory disease": 0.010244205826893449
+"Diabetes type 1": 0.005458457861095667
+"Cancer": 0.002811508602462709
+"Mental Health": 0.0008994920208351687
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39636437
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'T-Lymphocytes, Regulatory', 'Mice, Inbred NOD', 'Mice', 'Female', 'Diabetes Mellitus, Type 1', 'Antigens, Differentiation, T-Lymphocyte', 'Antibodies, Monoclonal']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Diabetes type 2']
+Scores: [0.5796175599098206, 0.40527594089508057, 0.00601845420897007, 0.0049857208505272865, 0.001381665002554655, 0.0013727652840316296, 0.0013478277251124382]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9920309782028198]
+Labels: ['Cancer']
+Scores: [0.00048183888429775834]
+Labels: ['Chronic respiratory disease']
+Scores: [0.010638315230607986]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007003637496381998]
+Labels: ['Mental Health']
+Scores: [0.0004964914987795055]
+Labels: ['Diabetes type 1']
+Scores: [0.9961464405059814]
+Labels: ['Diabetes type 2']
+Scores: [0.00048078986583277583]
+Combination: 
+"Diabetes type 1": 0.787882000207901
+"Diabetes": 0.6986534595489502
+"Chronic respiratory disease": 0.008328384719789028
+"Cardiovascular diseases": 0.005994679173454642
+"Mental Health": 0.0009390782506670803
+"Cancer": 0.000927302084164694
+"Diabetes type 2": 0.000914308795472607
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39632776
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.6874728202819824, 0.12115536630153656, 0.1113143190741539, 0.0517597422003746, 0.011417511850595474, 0.00887709204107523, 0.008003124967217445]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9104390144348145]
+Labels: ['Cancer']
+Scores: [0.0005879339878447354]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0012080089654773474]
+Labels: ['Cardiovascular diseases']
+Scores: [0.19821138679981232]
+Labels: ['Mental Health']
+Scores: [0.000730896950699389]
+Labels: ['Diabetes type 1']
+Scores: [0.03520181402564049]
+Labels: ['Diabetes type 2']
+Scores: [0.1811603307723999]
+Combination: 
+"Diabetes": 0.7989559173583984
+"Cardiovascular diseases": 0.15968337655067444
+"Diabetes type 2": 0.1462373249232769
+"Diabetes type 1": 0.043480778113007545
+"Chronic respiratory disease": 0.006312760408036411
+"Mental Health": 0.004803994495887309
+"Cancer": 0.00429552947753109
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.7512677311897278, 0.09491032361984253, 0.08544956892728806, 0.031590551137924194, 0.026373662054538727, 0.006285483483225107, 0.004122687038034201]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9631648063659668]
+Labels: ['Cancer']
+Scores: [0.0007157512591220438]
+Labels: ['Chronic respiratory disease']
+Scores: [0.015698885545134544]
+Labels: ['Cardiovascular diseases']
+Scores: [0.02556150034070015]
+Labels: ['Mental Health']
+Scores: [0.0003145439550280571]
+Labels: ['Diabetes type 1']
+Scores: [0.2513089179992676]
+Labels: ['Diabetes type 2']
+Scores: [0.21747080981731415]
+Combination: 
+"Diabetes": 0.8572162687778473
+"Diabetes type 1": 0.17310962080955505
+"Diabetes type 2": 0.1514601893723011
+"Cardiovascular diseases": 0.028576025739312172
+"Chronic respiratory disease": 0.021036273799836636
+"Cancer": 0.0035006173711735755
+"Mental Health": 0.002218615496531129
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5576063990592957, 0.16251210868358612, 0.1393558233976364, 0.06322752684354782, 0.040833860635757446, 0.029407653957605362, 0.007056632079184055]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8988140821456909]
+Labels: ['Cancer']
+Scores: [0.030464794486761093]
+Labels: ['Chronic respiratory disease']
+Scores: [0.012663193978369236]
+Labels: ['Cardiovascular diseases']
+Scores: [0.07493577897548676]
+Labels: ['Mental Health']
+Scores: [0.0006427070475183427]
+Labels: ['Diabetes type 1']
+Scores: [0.3959605097770691]
+Labels: ['Diabetes type 2']
+Scores: [0.318808913230896]
+Combination: 
+"Diabetes": 0.7282102406024933
+"Diabetes type 1": 0.2792363092303276
+"Diabetes type 2": 0.2290823683142662
+"Cardiovascular diseases": 0.06908165290951729
+"Cancer": 0.03564932756125927
+"Chronic respiratory disease": 0.0210354239679873
+"Mental Health": 0.003849669563351199
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health']
+Scores: [0.19747459888458252, 0.18552234768867493, 0.17187099158763885, 0.15564106404781342, 0.1061057448387146, 0.09332750737667084, 0.09005777537822723]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.004514057654887438]
+Labels: ['Cancer']
+Scores: [0.0026202090084552765]
+Labels: ['Chronic respiratory disease']
+Scores: [0.003525198670104146]
+Labels: ['Cardiovascular diseases']
+Scores: [0.004036886617541313]
+Labels: ['Mental Health']
+Scores: [0.0008721146150492132]
+Labels: ['Diabetes type 1']
+Scores: [0.0009282694663852453]
+Labels: ['Diabetes type 2']
+Scores: [0.0012234131572768092]
+Combination: 
+"Diabetes": 0.10099432826973498
+"Cardiovascular diseases": 0.09477961715310812
+"Chronic respiratory disease": 0.0876980951288715
+"Cancer": 0.07913063652813435
+"Diabetes type 2": 0.053664578997995704
+"Diabetes type 1": 0.04712788842152804
+"Mental Health": 0.045464944996638224
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Multi-label classification:
+Labels: ['Cancer', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.20096130669116974, 0.17078660428524017, 0.159566730260849, 0.14453499019145966, 0.12784521281719208, 0.11593516170978546, 0.08037000149488449]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.0017914323834702373]
+Labels: ['Cancer']
+Scores: [0.0029212713707238436]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0011985170422121882]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0009474799153394997]
+Labels: ['Mental Health']
+Scores: [0.0004651749331969768]
+Labels: ['Diabetes type 1']
+Scores: [0.0015228778356686234]
+Labels: ['Diabetes type 2']
+Scores: [0.0021889808122068644]
+Combination: 
+"Cancer": 0.10194128903094679
+"Diabetes type 2": 0.08648779254872352
+"Diabetes": 0.08067908132215962
+"Diabetes type 1": 0.07302893401356414
+"Chronic respiratory disease": 0.06452186492970213
+"Cardiovascular diseases": 0.05844132081256248
+"Mental Health": 0.040417588214040734
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.5235701203346252, 0.4163273870944977, 0.01757756806910038, 0.01347991731017828, 0.012149023823440075, 0.00917002372443676, 0.00772589398548007]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9101518392562866]
+Labels: ['Cancer']
+Scores: [0.0014038479421287775]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005271492525935173]
+Labels: ['Cardiovascular diseases']
+Scores: [0.002446175552904606]
+Labels: ['Mental Health']
+Scores: [0.0010068212868645787]
+Labels: ['Diabetes type 1']
+Scores: [0.003155824961140752]
+Labels: ['Diabetes type 2']
+Scores: [0.8575661182403564]
+Combination: 
+"Diabetes": 0.7168609797954559
+"Diabetes type 2": 0.6369467526674271
+"Chronic respiratory disease": 0.011424530297517776
+"Diabetes type 1": 0.008317871135659516
+"Cardiovascular diseases": 0.00729759968817234
+"Cancer": 0.005286935833282769
+"Mental Health": 0.004366357636172324
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health', 'Diabetes type 1']
+Scores: [0.5712090134620667, 0.32847920060157776, 0.03579902648925781, 0.023446742445230484, 0.02175375446677208, 0.010322198271751404, 0.008990071713924408]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6209124326705933]
+Labels: ['Cancer']
+Scores: [0.00351196201518178]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004070052411407232]
+Labels: ['Cardiovascular diseases']
+Scores: [0.011425494216382504]
+Labels: ['Mental Health']
+Scores: [0.000768819241784513]
+Labels: ['Diabetes type 1']
+Scores: [0.0005861645913682878]
+Labels: ['Diabetes type 2']
+Scores: [0.8422730565071106]
+Combination: 
+"Diabetes type 2": 0.7067410349845886
+"Diabetes": 0.4746958166360855
+"Cardiovascular diseases": 0.023612260352820158
+"Chronic respiratory disease": 0.013758397428318858
+"Cancer": 0.01263285824097693
+"Mental Health": 0.005545508756767958
+"Diabetes type 1": 0.004788118152646348
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.5207505226135254, 0.41373327374458313, 0.031202398240566254, 0.020431647077202797, 0.005756991915404797, 0.005494747776538134, 0.002630411647260189]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9546769857406616]
+Labels: ['Cancer']
+Scores: [0.001389568904414773]
+Labels: ['Chronic respiratory disease']
+Scores: [0.07060983777046204]
+Labels: ['Cardiovascular diseases']
+Scores: [0.028338735923171043]
+Labels: ['Mental Health']
+Scores: [0.0003392933576833457]
+Labels: ['Diabetes type 1']
+Scores: [0.0015327958390116692]
+Labels: ['Diabetes type 2']
+Scores: [0.9725082516670227]
+Combination: 
+"Diabetes type 2": 0.746629387140274
+"Diabetes": 0.6842051297426224
+"Chronic respiratory disease": 0.050906118005514145
+"Cardiovascular diseases": 0.02438519150018692
+"Diabetes type 1": 0.003644893877208233
+"Cancer": 0.0034421583404764533
+"Mental Health": 0.0014848525024717674
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5079824924468994, 0.41834819316864014, 0.02454008162021637, 0.017259880900382996, 0.01697547361254692, 0.00837013777345419, 0.0065237232483923435]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9547695517539978]
+Labels: ['Cancer']
+Scores: [0.0023719596210867167]
+Labels: ['Chronic respiratory disease']
+Scores: [0.011511428281664848]
+Labels: ['Cardiovascular diseases']
+Scores: [0.029252177104353905]
+Labels: ['Mental Health']
+Scores: [0.0015491906087845564]
+Labels: ['Diabetes type 1']
+Scores: [0.012755566276609898]
+Labels: ['Diabetes type 2']
+Scores: [0.9365224242210388]
+Combination: 
+"Diabetes": 0.7313760221004486
+"Diabetes type 2": 0.6774353086948395
+"Cardiovascular diseases": 0.026896129362285137
+"Diabetes type 1": 0.015007723588496447
+"Chronic respiratory disease": 0.014243450947105885
+"Cancer": 0.005371048697270453
+"Mental Health": 0.00403645692858845
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 1']
+Scores: [0.3515298366546631, 0.2981915771961212, 0.1175599917769432, 0.10090179741382599, 0.06744949519634247, 0.051126450300216675, 0.013240882195532322]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6779325008392334]
+Labels: ['Cancer']
+Scores: [0.2222023755311966]
+Labels: ['Chronic respiratory disease']
+Scores: [0.17031674087047577]
+Labels: ['Cardiovascular diseases']
+Scores: [0.04578814283013344]
+Labels: ['Mental Health']
+Scores: [0.07801046222448349]
+Labels: ['Diabetes type 1']
+Scores: [0.002002668334171176]
+Labels: ['Diabetes type 2']
+Scores: [0.7417973279953003]
+Combination: 
+"Diabetes type 2": 0.5466635823249817
+"Diabetes": 0.4880620390176773
+"Cancer": 0.1698811836540699
+"Chronic respiratory disease": 0.13560926914215088
+"Mental Health": 0.07272997871041298
+"Cardiovascular diseases": 0.048457296565175056
+"Diabetes type 1": 0.007621775264851749
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.5703324675559998, 0.38034889101982117, 0.03063219040632248, 0.013509164564311504, 0.002298311796039343, 0.0016075364546850324, 0.0012714414624497294]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.986687183380127]
+Labels: ['Cancer']
+Scores: [0.001091383513994515]
+Labels: ['Chronic respiratory disease']
+Scores: [0.04941119998693466]
+Labels: ['Cardiovascular diseases']
+Scores: [0.24287959933280945]
+Labels: ['Mental Health']
+Scores: [0.000353321636794135]
+Labels: ['Diabetes type 1']
+Scores: [0.0005622456083074212]
+Labels: ['Diabetes type 2']
+Scores: [0.9944033622741699]
+Combination: 
+"Diabetes type 2": 0.7823679149150848
+"Diabetes": 0.6835180371999741
+"Cardiovascular diseases": 0.13675589486956596
+"Chronic respiratory disease": 0.03146018227562308
+"Cancer": 0.001694847655016929
+"Diabetes type 1": 0.0010848910314962268
+"Mental Health": 0.0008123815496219322
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6517053842544556, 0.16107383370399475, 0.0916728749871254, 0.06645449995994568, 0.01646406203508377, 0.007702900096774101, 0.0049264379777014256]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9212567210197449]
+Labels: ['Cancer']
+Scores: [0.0006834534578956664]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0032275859266519547]
+Labels: ['Cardiovascular diseases']
+Scores: [0.15426743030548096]
+Labels: ['Mental Health']
+Scores: [0.0003097329754382372]
+Labels: ['Diabetes type 1']
+Scores: [0.07918640226125717]
+Labels: ['Diabetes type 2']
+Scores: [0.37902864813804626]
+Combination: 
+"Diabetes": 0.7864810526371002
+"Diabetes type 2": 0.2700512409210205
+"Cardiovascular diseases": 0.12297015264630318
+"Diabetes type 1": 0.07282045111060143
+"Chronic respiratory disease": 0.009845823980867863
+"Cancer": 0.004193176777334884
+"Mental Health": 0.0026180854765698314
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.5232260823249817, 0.44312193989753723, 0.010278136469423771, 0.0093615110963583, 0.008111917413771152, 0.0035614175722002983, 0.002338946796953678]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9610166549682617]
+Labels: ['Cancer']
+Scores: [0.0035252119414508343]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005744696594774723]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00485242810100317]
+Labels: ['Mental Health']
+Scores: [0.0002873160410672426]
+Labels: ['Diabetes type 1']
+Scores: [0.0006269791047088802]
+Labels: ['Diabetes type 2']
+Scores: [0.9710211753845215]
+Combination: 
+"Diabetes type 2": 0.7471236288547516
+"Diabetes": 0.7020692974328995
+"Chronic respiratory disease": 0.008011416532099247
+"Cardiovascular diseases": 0.007106969598680735
+"Cancer": 0.005818564677610993
+"Diabetes type 1": 0.0020941983384545892
+"Mental Health": 0.0013131314190104604
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.7105847597122192, 0.18311597406864166, 0.09112172573804855, 0.008298343047499657, 0.0034162558149546385, 0.002131560817360878, 0.001331396633759141]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8052119016647339]
+Labels: ['Cancer']
+Scores: [0.002872174372896552]
+Labels: ['Chronic respiratory disease']
+Scores: [0.02046811766922474]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9972418546676636]
+Labels: ['Mental Health']
+Scores: [0.00045037816744297743]
+Labels: ['Diabetes type 1']
+Scores: [0.0010498027550056577]
+Labels: ['Diabetes type 2']
+Scores: [0.9464529156684875]
+Combination: 
+"Cardiovascular diseases": 0.8539133071899414
+"Diabetes type 2": 0.5647844448685646
+"Diabetes": 0.4481668137013912
+"Chronic respiratory disease": 0.014383230358362198
+"Cancer": 0.0031442150939255953
+"Diabetes type 1": 0.0015906817861832678
+"Mental Health": 0.0008908874006010592
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health']
+Scores: [0.4815039038658142, 0.35207533836364746, 0.15099473297595978, 0.006960358005017042, 0.0032132966443896294, 0.0031686825677752495, 0.0020837339106947184]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9740259647369385]
+Labels: ['Cancer']
+Scores: [0.006605252623558044]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0012403350556269288]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9858959913253784]
+Labels: ['Mental Health']
+Scores: [0.0005594975664280355]
+Labels: ['Diabetes type 1']
+Scores: [0.0011202289024367929]
+Labels: ['Diabetes type 2']
+Scores: [0.8556824326515198]
+Combination: 
+"Cardiovascular diseases": 0.7336999475955963
+"Diabetes": 0.663050651550293
+"Diabetes type 2": 0.5033385828137398
+"Cancer": 0.006782805314287543
+"Chronic respiratory disease": 0.002226815850008279
+"Diabetes type 1": 0.002144455735106021
+"Mental Health": 0.001321615738561377
+Selected labels: ['Cardiovascular diseases', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.8451594114303589, 0.12184777110815048, 0.012560124509036541, 0.00898339319974184, 0.00580054335296154, 0.0034269338939338923, 0.0022217228543013334]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9929155111312866]
+Labels: ['Cancer']
+Scores: [0.0008134495583362877]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005801094695925713]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0023444558028131723]
+Labels: ['Mental Health']
+Scores: [0.0003739439125638455]
+Labels: ['Diabetes type 1']
+Scores: [0.01344081200659275]
+Labels: ['Diabetes type 2']
+Scores: [0.6866587400436401]
+Combination: 
+"Diabetes": 0.9190374612808228
+"Diabetes type 2": 0.4042532555758953
+"Diabetes type 1": 0.013000468257814646
+"Chronic respiratory disease": 0.0073922439478337765
+"Cardiovascular diseases": 0.004072499577887356
+"Cancer": 0.00212019172613509
+"Mental Health": 0.0012978333834325895
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.6067050099372864, 0.35626429319381714, 0.016345983371138573, 0.011262554675340652, 0.003658709581941366, 0.0032767620868980885, 0.0024866804014891386]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9435173273086548]
+Labels: ['Cancer']
+Scores: [0.0007366642821580172]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01758086122572422]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007615820504724979]
+Labels: ['Mental Health']
+Scores: [0.00034881284227594733]
+Labels: ['Diabetes type 1']
+Scores: [0.0005679863970726728]
+Labels: ['Diabetes type 2']
+Scores: [0.980481743812561]
+Combination: 
+"Diabetes type 2": 0.7935933768749237
+"Diabetes": 0.649890810251236
+"Chronic respiratory disease": 0.016963422298431396
+"Cardiovascular diseases": 0.009439187590032816
+"Cancer": 0.0021976869320496917
+"Diabetes type 1": 0.0019223742419853806
+"Mental Health": 0.001417746621882543
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Mental Health', 'Diabetes type 1', 'Cancer']
+Scores: [0.4142909348011017, 0.28471386432647705, 0.27223697304725647, 0.010262813419103622, 0.006370216608047485, 0.0062184701673686504, 0.005906820762902498]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8344317674636841]
+Labels: ['Cancer']
+Scores: [0.0009589176042936742]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0030226081144064665]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9187756180763245]
+Labels: ['Mental Health']
+Scores: [0.0011243586195632815]
+Labels: ['Diabetes type 1']
+Scores: [0.001044719247147441]
+Labels: ['Diabetes type 2']
+Scores: [0.818530797958374]
+Combination: 
+"Cardiovascular diseases": 0.6665332764387131
+"Diabetes": 0.5595728158950806
+"Diabetes type 2": 0.5453838855028152
+"Chronic respiratory disease": 0.0066427107667550445
+"Mental Health": 0.0037472876138053834
+"Diabetes type 1": 0.0036315947072580457
+"Cancer": 0.0034328691835980862
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6106361150741577, 0.3369652330875397, 0.01738467812538147, 0.011607634834945202, 0.009380063973367214, 0.008928947150707245, 0.0050972700119018555]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9147777557373047]
+Labels: ['Cancer']
+Scores: [0.001042053452692926]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0011624700855463743]
+Labels: ['Cardiovascular diseases']
+Scores: [0.004183821380138397]
+Labels: ['Mental Health']
+Scores: [0.00033643151982687414]
+Labels: ['Diabetes type 1']
+Scores: [0.00166885438375175]
+Labels: ['Diabetes type 2']
+Scores: [0.750731348991394]
+Combination: 
+"Diabetes": 0.7627069354057312
+"Diabetes type 2": 0.5438482910394669
+"Cardiovascular diseases": 0.010784249752759933
+"Diabetes type 1": 0.006638244609348476
+"Chronic respiratory disease": 0.005271267029456794
+"Cancer": 0.004985500301700085
+"Mental Health": 0.002716850765864365
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Multi-label classification:
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.6773229837417603, 0.09367633610963821, 0.07835891842842102, 0.07510725408792496, 0.05349574610590935, 0.013871821574866772, 0.008166925050318241]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9223114848136902]
+Labels: ['Cancer']
+Scores: [0.0006886274786666036]
+Labels: ['Chronic respiratory disease']
+Scores: [0.13907751441001892]
+Labels: ['Cardiovascular diseases']
+Scores: [0.09232252091169357]
+Labels: ['Mental Health']
+Scores: [0.0020966450683772564]
+Labels: ['Diabetes type 1']
+Scores: [0.045158546417951584]
+Labels: ['Diabetes type 2']
+Scores: [0.10378045588731766]
+Combination: 
+"Diabetes": 0.7998172342777252
+"Chronic respiratory disease": 0.11637692525982857
+"Diabetes type 2": 0.09106968715786934
+"Cardiovascular diseases": 0.08371488749980927
+"Diabetes type 1": 0.049327146261930466
+"Mental Health": 0.007984233321622014
+"Cancer": 0.004427776264492422
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.6618918180465698, 0.32826530933380127, 0.004501185845583677, 0.0025970181450247765, 0.001099227461963892, 0.0008603485766798258, 0.0007850826950743794]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9985018968582153]
+Labels: ['Cancer']
+Scores: [0.0003596817550715059]
+Labels: ['Chronic respiratory disease']
+Scores: [0.003598930314183235]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0121525339782238]
+Labels: ['Mental Health']
+Scores: [0.00032596581149846315]
+Labels: ['Diabetes type 1']
+Scores: [0.0006815992528572679]
+Labels: ['Diabetes type 2']
+Scores: [0.9936879873275757]
+Combination: 
+"Diabetes": 0.8301968574523926
+"Diabetes type 2": 0.6609766483306885
+"Cardiovascular diseases": 0.008326859911903739
+"Chronic respiratory disease": 0.003097974229604006
+"Diabetes type 1": 0.0008904133574105799
+"Cancer": 0.0006100151658756658
+"Mental Health": 0.0005555242532864213
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer']
+Scores: [0.5949907898902893, 0.31170880794525146, 0.02368081547319889, 0.023309366777539253, 0.018925605341792107, 0.016231365501880646, 0.011153255589306355]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6552859544754028]
+Labels: ['Cancer']
+Scores: [0.0012159427860751748]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005470230709761381]
+Labels: ['Cardiovascular diseases']
+Scores: [0.003504972904920578]
+Labels: ['Mental Health']
+Scores: [0.005914576817303896]
+Labels: ['Diabetes type 1']
+Scores: [0.0024942595046013594]
+Labels: ['Diabetes type 2']
+Scores: [0.8813086748123169]
+Combination: 
+"Diabetes type 2": 0.7381497323513031
+"Diabetes": 0.48349738121032715
+"Mental Health": 0.014797696145251393
+"Chronic respiratory disease": 0.014389798743650317
+"Cardiovascular diseases": 0.011215289123356342
+"Diabetes type 1": 0.009362812503241003
+"Cancer": 0.006184599187690765
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Mental Health', 'Diabetes type 1']
+Scores: [0.46173998713493347, 0.2601776123046875, 0.25479820370674133, 0.011634955182671547, 0.0062151700258255005, 0.003114742925390601, 0.002319352002814412]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9365795254707336]
+Labels: ['Cancer']
+Scores: [0.004018423147499561]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01597575843334198]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9387060403823853]
+Labels: ['Mental Health']
+Scores: [0.0009673006716184318]
+Labels: ['Diabetes type 1']
+Scores: [0.0004950188449583948]
+Labels: ['Diabetes type 2']
+Scores: [0.9809887409210205]
+Combination: 
+"Diabetes type 2": 0.721364364027977
+"Cardiovascular diseases": 0.5994418263435364
+"Diabetes": 0.5956888645887375
+"Chronic respiratory disease": 0.013805356808006763
+"Cancer": 0.005116796586662531
+"Mental Health": 0.0020410217985045165
+"Diabetes type 1": 0.0014071854238864034
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.38244596123695374, 0.23532404005527496, 0.12610754370689392, 0.08088988065719604, 0.07161928713321686, 0.055826857686042786, 0.04778643324971199]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.04678948223590851]
+Labels: ['Cancer']
+Scores: [0.003876765025779605]
+Labels: ['Chronic respiratory disease']
+Scores: [0.001715411664918065]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1322205513715744]
+Labels: ['Mental Health']
+Scores: [0.0013017264427617192]
+Labels: ['Diabetes type 1']
+Scores: [0.003007212420925498]
+Labels: ['Diabetes type 2']
+Scores: [0.011644924059510231]
+Combination: 
+"Cardiovascular diseases": 0.25733325630426407
+"Diabetes": 0.14105676114559174
+"Diabetes type 2": 0.06887623388320208
+"Cancer": 0.042383322841487825
+"Diabetes type 1": 0.03731324977707118
+"Chronic respiratory disease": 0.028771134675480425
+"Mental Health": 0.024544079846236855
+Selected labels: []
+---------------------------------
+Time to classify all articles: 759.965726852417 seconds
+Good classification: 26/119 ( 21.85% )
+At least one good per entrie: 26/63 ( 41.27% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/model/results/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b18b14c2739a5073f9534b22764a023e8cc9d911
--- /dev/null
+++ b/model/results/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
@@ -0,0 +1,2025 @@
+---------------------------------
+MODEL: MoritzLaurer/deberta-v3-base-zeroshot-v1.1-all-33
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9721772074699402, 0.011945795267820358, 0.008560189977288246, 0.004031662829220295, 0.0013517653569579124, 0.001306799240410328, 0.000626442430075258]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9879064559936523]
+Labels: ['Cancer']
+Scores: [0.0019892994314432144]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00028248809394426644]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002821275556925684]
+Labels: ['Mental Health']
+Scores: [7.092271698638797e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.01081760786473751]
+Labels: ['Diabetes type 2']
+Scores: [0.020398395135998726]
+Combination: 
+"Diabetes": 0.9800418317317963
+"Diabetes type 2": 0.016172095201909542
+"Diabetes type 1": 0.009688898921012878
+"Cancer": 0.0030104811303317547
+"Cardiovascular diseases": 0.0008169464563252404
+"Chronic respiratory disease": 0.0007946436671772972
+"Mental Health": 0.000348682573530823
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Multi-label classification:
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.918960452079773, 0.07544998079538345, 0.0022445903159677982, 0.001529619679786265, 0.0013753562234342098, 0.00023938558297231793, 0.00020056558423675597]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9987912178039551]
+Labels: ['Cancer']
+Scores: [8.021916437428445e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.8091953992843628]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017057525692507625]
+Labels: ['Mental Health']
+Scores: [6.351056072162464e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.003088975790888071]
+Labels: ['Diabetes type 2']
+Scores: [0.006747380830347538]
+Combination: 
+"Diabetes": 0.958875834941864
+"Chronic respiratory disease": 0.4423226900398731
+"Diabetes type 2": 0.004495985573157668
+"Diabetes type 1": 0.002309297735337168
+"Cardiovascular diseases": 0.0015405543963424861
+"Cancer": 0.0001598023736733012
+"Mental Health": 0.0001320380724791903
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.5544914603233337, 0.2753625810146332, 0.1657872051000595, 0.002288763877004385, 0.0009068789076991379, 0.0006672719027847052, 0.0004958796198479831]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8045467138290405]
+Labels: ['Cancer']
+Scores: [6.92239118507132e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9175205826759338]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9772964715957642]
+Labels: ['Mental Health']
+Scores: [0.000117547380796168]
+Labels: ['Diabetes type 1']
+Scores: [0.00021619477774947882]
+Labels: ['Diabetes type 2']
+Scores: [0.001230882597155869]
+Combination: 
+"Cardiovascular diseases": 0.765893965959549
+"Chronic respiratory disease": 0.5964415818452835
+"Diabetes": 0.48516695946455
+"Diabetes type 2": 0.001759823237080127
+"Diabetes type 1": 0.0005615368427243084
+"Mental Health": 0.0003924096417904366
+"Cancer": 0.00028255176584934816
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2']
+Scores: [0.23367907106876373, 0.1672276258468628, 0.15173932909965515, 0.1242782399058342, 0.11126436293125153, 0.10718409717082977, 0.10462722927331924]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [5.124545350554399e-05]
+Labels: ['Cancer']
+Scores: [8.788846753304824e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001971074816538021]
+Labels: ['Cardiovascular diseases']
+Scores: [6.339549872791395e-05]
+Labels: ['Mental Health']
+Scores: [0.00010546771954977885]
+Labels: ['Diabetes type 1']
+Scores: [5.658554800902493e-05]
+Labels: ['Diabetes type 2']
+Scores: [5.106613025418483e-05]
+Combination: 
+"Chronic respiratory disease": 0.11693808927520877
+"Mental Health": 0.08366654678320629
+"Cancer": 0.0759136087835941
+"Cardiovascular diseases": 0.062170817702281056
+"Diabetes type 1": 0.055660474239630275
+"Diabetes": 0.05361767131216766
+"Diabetes type 2": 0.052339147701786715
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.7062304019927979, 0.29153984785079956, 0.0016251575434580445, 0.00027583379414863884, 0.00016020004113670439, 8.97513673407957e-05, 7.867629028623924e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9998422861099243]
+Labels: ['Cancer']
+Scores: [9.450640209252015e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [8.337441977346316e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00025945380912162364]
+Labels: ['Mental Health']
+Scores: [0.0006820751004852355]
+Labels: ['Diabetes type 1']
+Scores: [0.026347355917096138]
+Labels: ['Diabetes type 2']
+Scores: [0.9987033009529114]
+Combination: 
+"Diabetes": 0.8530363440513611
+"Diabetes type 2": 0.6451215744018555
+"Diabetes type 1": 0.013986256730277091
+"Mental Health": 0.00047895444731693715
+"Cardiovascular diseases": 0.000209826925129164
+"Cancer": 9.212888471665792e-05
+"Chronic respiratory disease": 8.10253550298512e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.9945132732391357, 0.002583072753623128, 0.0017150744097307324, 0.00044873449951410294, 0.0003610517014749348, 0.00020083674462512136, 0.00017800668138079345]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996254444122314]
+Labels: ['Cancer']
+Scores: [0.0001222133869305253]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0003749942989088595]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005034184432588518]
+Labels: ['Mental Health']
+Scores: [0.00010236821981379762]
+Labels: ['Diabetes type 1']
+Scores: [0.007746909279376268]
+Labels: ['Diabetes type 2']
+Scores: [0.01791657693684101]
+Combination: 
+"Diabetes": 0.9970693588256836
+"Diabetes type 2": 0.01024982484523207
+"Diabetes type 1": 0.0047309918445535
+"Cardiovascular diseases": 0.00047607647138647735
+"Chronic respiratory disease": 0.00036802300019189715
+"Cancer": 0.00016152506577782333
+"Mental Health": 0.00014018745059729554
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.9910258650779724, 0.004065112676471472, 0.002347000641748309, 0.0007461438071914017, 0.0007292613154277205, 0.0005997547414153814, 0.0004868481191806495]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9984554052352905]
+Labels: ['Cancer']
+Scores: [0.00041473773308098316]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00044082215754315257]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00028408615617081523]
+Labels: ['Mental Health']
+Scores: [0.0001948917197296396]
+Labels: ['Diabetes type 1']
+Scores: [0.0035737319849431515]
+Labels: ['Diabetes type 2']
+Scores: [0.010568231344223022]
+Combination: 
+"Diabetes": 0.9947406351566315
+"Diabetes type 2": 0.007316672010347247
+"Diabetes type 1": 0.0029603663133457303
+"Chronic respiratory disease": 0.0005934829823672771
+"Cancer": 0.0005719995242543519
+"Cardiovascular diseases": 0.00044192044879309833
+"Mental Health": 0.00034086991945514455
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.995252788066864, 0.0016996755730360746, 0.0015777602093294263, 0.0004369753587525338, 0.0003766718436963856, 0.00036148811341263354, 0.00029456481570377946]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9967589974403381]
+Labels: ['Cancer']
+Scores: [6.603750807698816e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.706298492848873e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [9.197508916258812e-05]
+Labels: ['Mental Health']
+Scores: [4.745031401398592e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.001301008160226047]
+Labels: ['Diabetes type 2']
+Scores: [0.001153361052274704]
+Combination: 
+"Diabetes": 0.9960058927536011
+"Diabetes type 1": 0.0015003418666310608
+"Diabetes type 2": 0.0013655606308020651
+"Cardiovascular diseases": 0.00026447522395756096
+"Chronic respiratory disease": 0.00022686741431243718
+"Cancer": 0.00021376281074481085
+"Mental Health": 0.0001710075648588827
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9951856732368469, 0.0022439584136009216, 0.0015376174123957753, 0.000501035712659359, 0.0002794468018691987, 0.0001578951341798529, 9.441468137083575e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997256398200989]
+Labels: ['Cancer']
+Scores: [0.0008049834286794066]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00011334646842442453]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000275838072411716]
+Labels: ['Mental Health']
+Scores: [4.63141332147643e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00791809894144535]
+Labels: ['Diabetes type 2']
+Scores: [0.016763117164373398]
+Combination: 
+"Diabetes": 0.9974556565284729
+"Diabetes type 2": 0.00950353778898716
+"Diabetes type 1": 0.004727858176920563
+"Cancer": 0.0006530095706693828
+"Cardiovascular diseases": 0.00027764243714045733
+"Chronic respiratory disease": 0.00013562080130213872
+"Mental Health": 7.036440729280002e-05
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4354042112827301, 0.41399940848350525, 0.15007854998111725, 0.00027269471320323646, 8.479245298076421e-05, 8.470484317513183e-05, 7.570160960312933e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9991878867149353]
+Labels: ['Cancer']
+Scores: [6.405288877431303e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.250374619616196e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0004938851343467832]
+Labels: ['Mental Health']
+Scores: [5.6180891988333315e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9908948540687561]
+Labels: ['Diabetes type 2']
+Scores: [0.9990792274475098]
+Combination: 
+"Diabetes": 0.7172960489988327
+"Diabetes type 2": 0.7065393179655075
+"Diabetes type 1": 0.5704867020249367
+"Cardiovascular diseases": 0.0003832899237750098
+"Chronic respiratory disease": 7.864809958846308e-05
+"Cancer": 7.437886597472243e-05
+"Mental Health": 6.594125079573132e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes', 'Cancer', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health']
+Scores: [0.8041653633117676, 0.13179068267345428, 0.05798397585749626, 0.002293652854859829, 0.0014168196357786655, 0.0011836796766147017, 0.001165939960628748]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.16993151605129242]
+Labels: ['Cancer']
+Scores: [0.0003735302889253944]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5117499828338623]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9660428762435913]
+Labels: ['Mental Health']
+Scores: [0.00011320571502437815]
+Labels: ['Diabetes type 1']
+Scores: [0.00012829095066990703]
+Labels: ['Diabetes type 2']
+Scores: [0.00017702433979138732]
+Combination: 
+"Cardiovascular diseases": 0.8851041197776794
+"Chronic respiratory disease": 0.3217703327536583
+"Diabetes": 0.11395774595439434
+"Cancer": 0.0013335915718926117
+"Diabetes type 2": 0.0007969219877850264
+"Diabetes type 1": 0.0006559853136423044
+"Mental Health": 0.000639572837826563
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.9686707258224487, 0.027379794046282768, 0.002827851101756096, 0.000542977883014828, 0.00031739933183416724, 0.00013909458357375115, 0.0001221376151079312]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.4862496554851532]
+Labels: ['Cancer']
+Scores: [4.466818063519895e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00019613318727351725]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9992966651916504]
+Labels: ['Mental Health']
+Scores: [3.781139457714744e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0005269466200843453]
+Labels: ['Diabetes type 2']
+Scores: [0.011372750625014305]
+Combination: 
+"Cardiovascular diseases": 0.9839836955070496
+"Diabetes": 0.256814724765718
+"Diabetes type 2": 0.0071003008633852005
+"Diabetes type 1": 0.0005349622515495867
+"Chronic respiratory disease": 0.00025676625955384225
+"Cancer": 9.188138210447505e-05
+"Mental Health": 7.997450484253932e-05
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.6199191808700562, 0.22165891528129578, 0.15641887485980988, 0.0016483303625136614, 0.00014958179963286966, 0.00012053948012180626, 8.45799149828963e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9994092583656311]
+Labels: ['Cancer']
+Scores: [8.753449947107583e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013566494453698397]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9932859539985657]
+Labels: ['Mental Health']
+Scores: [4.714582973974757e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.01307120081037283]
+Labels: ['Diabetes type 2']
+Scores: [0.9888903498649597]
+Combination: 
+"Diabetes": 0.8096642196178436
+"Cardiovascular diseases": 0.6074724346399307
+"Diabetes type 2": 0.5726546123623848
+"Diabetes type 1": 0.007359765586443245
+"Chronic respiratory disease": 0.00014262337208492681
+"Cancer": 0.00010403698979644105
+"Mental Health": 6.586287236132193e-05
+Selected labels: ['Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.8548347353935242, 0.14401137828826904, 0.00040410985820926726, 0.00028994795866310596, 0.000185735771083273, 0.00016762442828621715, 0.00010651555203367025]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9995946884155273]
+Labels: ['Cancer']
+Scores: [0.00010144374391529709]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0005389834404923022]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9745270013809204]
+Labels: ['Mental Health']
+Scores: [4.978859578841366e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0001398342865286395]
+Labels: ['Diabetes type 2']
+Scores: [0.0003351096238475293]
+Combination: 
+"Diabetes": 0.9272147119045258
+"Cardiovascular diseases": 0.5592691898345947
+"Chronic respiratory disease": 0.0004715466493507847
+"Diabetes type 2": 0.00031252879125531763
+"Diabetes type 1": 0.00016278502880595624
+"Cancer": 0.00013453408610075712
+"Mental Health": 7.815207391104195e-05
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.9771831035614014, 0.017325496301054955, 0.0023350967094302177, 0.0011750959092751145, 0.0007819383172318339, 0.0007228672038763762, 0.0004764133191201836]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9950021505355835]
+Labels: ['Cancer']
+Scores: [0.00040723607526160777]
+Labels: ['Chronic respiratory disease']
+Scores: [8.97047357284464e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00019538254127837718]
+Labels: ['Mental Health']
+Scores: [0.0001722827582852915]
+Labels: ['Diabetes type 1']
+Scores: [0.0015188269317150116]
+Labels: ['Diabetes type 2']
+Scores: [0.07095269113779068]
+Combination: 
+"Diabetes": 0.9860926270484924
+"Diabetes type 2": 0.04413909371942282
+"Diabetes type 1": 0.0019269618205726147
+"Cancer": 0.0007911659922683612
+"Cardiovascular diseases": 0.0004886604292551056
+"Mental Health": 0.0004475749810808338
+"Chronic respiratory disease": 0.000283059027424315
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.5564293265342712, 0.31265556812286377, 0.08548872917890549, 0.04490639641880989, 0.00024224906519521028, 0.00017818913329392672, 9.95103910099715e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9982893466949463]
+Labels: ['Cancer']
+Scores: [0.00023115598014555871]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9003850221633911]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9995538592338562]
+Labels: ['Mental Health']
+Scores: [8.429827721556649e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00044459712808020413]
+Labels: ['Diabetes type 2']
+Scores: [0.9708092212677002]
+Combination: 
+"Cardiovascular diseases": 0.7779915928840637
+"Diabetes": 0.655472457408905
+"Diabetes type 2": 0.5281489752233028
+"Chronic respiratory disease": 0.4726457092911005
+"Diabetes type 1": 0.0003434230966377072
+"Cancer": 0.00020467255671974272
+"Mental Health": 9.190433411276899e-05
+Selected labels: ['Cardiovascular diseases', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.7213611006736755, 0.137778177857399, 0.1363435983657837, 0.0024973973631858826, 0.0012279406655579805, 0.0004427153035067022, 0.0003489873488433659]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9991934895515442]
+Labels: ['Cancer']
+Scores: [0.0006271981983445585]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00044257097761146724]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9729377627372742]
+Labels: ['Mental Health']
+Scores: [0.9692230224609375]
+Labels: ['Diabetes type 1']
+Scores: [0.0037445288617163897]
+Labels: ['Diabetes type 2']
+Scores: [0.014324631541967392]
+Combination: 
+"Diabetes": 0.8602772951126099
+"Mental Health": 0.5535006001591682
+"Cardiovascular diseases": 0.5546406805515289
+"Diabetes type 2": 0.008411014452576637
+"Diabetes type 1": 0.002486234763637185
+"Cancer": 0.0005349567509256303
+"Chronic respiratory disease": 0.0003957791632274166
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.9222722053527832, 0.0730694979429245, 0.0038668864872306585, 0.00033965532202273607, 0.00018911219376605004, 0.00017523077258374542, 8.733445429243147e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997757077217102]
+Labels: ['Cancer']
+Scores: [0.00017404028039891273]
+Labels: ['Chronic respiratory disease']
+Scores: [5.932590283919126e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005308084073476493]
+Labels: ['Mental Health']
+Scores: [0.00019430139218457043]
+Labels: ['Diabetes type 1']
+Scores: [0.06959332525730133]
+Labels: ['Diabetes type 2']
+Scores: [0.9527693390846252]
+Combination: 
+"Diabetes": 0.9610239565372467
+"Diabetes type 2": 0.5129194185137749
+"Diabetes type 1": 0.036730105872265995
+"Cardiovascular diseases": 0.0004352318646851927
+"Mental Health": 0.00019170679297531024
+"Cancer": 0.00017463552649132907
+"Chronic respiratory disease": 7.333017856581137e-05
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.9973833560943604, 0.0009613328147679567, 0.0007909706328064203, 0.000552804849576205, 0.0001119814915000461, 0.00011098498362116516, 8.854141924530268e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997271299362183]
+Labels: ['Cancer']
+Scores: [5.425967901828699e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.8490193623583764e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017419414361938834]
+Labels: ['Mental Health']
+Scores: [3.857351475744508e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.001096956548281014]
+Labels: ['Diabetes type 2']
+Scores: [0.002954999916255474]
+Combination: 
+"Diabetes": 0.9985552430152893
+"Diabetes type 2": 0.0019581663655117154
+"Cardiovascular diseases": 0.0012664560345001519
+"Diabetes type 1": 0.0008248806989286095
+"Cancer": 8.312058525916655e-05
+"Chronic respiratory disease": 8.473758862237446e-05
+"Mental Health": 6.355746700137388e-05
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.9988191723823547, 0.0004848254029639065, 0.00022307707695290446, 0.0001538175856694579, 0.00010727861081250012, 0.00010661860142135993, 0.00010519822535570711]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997087121009827]
+Labels: ['Cancer']
+Scores: [4.662869105231948e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [4.997994619770907e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [8.775498281465843e-05]
+Labels: ['Mental Health']
+Scores: [4.865656956098974e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00021034559176769108]
+Labels: ['Diabetes type 2']
+Scores: [0.0009908294305205345]
+Combination: 
+"Diabetes": 0.9992639422416687
+"Diabetes type 2": 0.0007378274167422205
+"Diabetes type 1": 0.00021671133436029777
+"Cardiovascular diseases": 0.00012078628424205817
+"Cancer": 7.69536509324098e-05
+"Mental Health": 7.763758549117483e-05
+"Chronic respiratory disease": 7.758908577670809e-05
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.9961187839508057, 0.0016153055476024747, 0.0008208304061554372, 0.0005063393036834896, 0.0005047136801294982, 0.0002204175980295986, 0.00021361994731705636]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9984723925590515]
+Labels: ['Cancer']
+Scores: [4.730106229544617e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.64108049729839e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00020861448138020933]
+Labels: ['Mental Health']
+Scores: [0.0002119937416864559]
+Labels: ['Diabetes type 1']
+Scores: [0.000543384172488004]
+Labels: ['Diabetes type 2']
+Scores: [0.0020338615868240595]
+Combination: 
+"Diabetes": 0.9972955882549286
+"Diabetes type 2": 0.001824583567213267
+"Diabetes type 1": 0.0006821072893217206
+"Mental Health": 0.00035916652268497273
+"Cardiovascular diseases": 0.0003566640807548538
+"Chronic respiratory disease": 0.00013841420150129125
+"Cancer": 0.00013046050480625127
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.8613099455833435, 0.13810119032859802, 0.00014668091898784041, 0.00012933785910718143, 0.00011438391084084287, 0.00010048059630207717, 9.797442908165976e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9713483452796936]
+Labels: ['Cancer']
+Scores: [4.1745344788068905e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [4.37725248048082e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [7.99533590907231e-05]
+Labels: ['Mental Health']
+Scores: [6.475493864854798e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9995876550674438]
+Labels: ['Diabetes type 2']
+Scores: [5.152540688868612e-05]
+Combination: 
+"Diabetes type 1": 0.9304488003253937
+"Diabetes": 0.5547247678041458
+"Cardiovascular diseases": 0.00011331713903928176
+"Mental Health": 9.70463988778647e-05
+"Diabetes type 2": 8.29546588647645e-05
+"Cancer": 7.111297054507304e-05
+"Chronic respiratory disease": 7.087347694323398e-05
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Cardiovascular diseases', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Diabetes type 2', 'Mental Health']
+Scores: [0.4245673418045044, 0.39667409658432007, 0.1785176396369934, 6.87785359332338e-05, 6.619984196731821e-05, 6.034483158146031e-05, 4.5559878344647586e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.99745774269104]
+Labels: ['Cancer']
+Scores: [9.512610995443538e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010313200618838891]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9996447563171387]
+Labels: ['Mental Health']
+Scores: [4.7796529543120414e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9997072815895081]
+Labels: ['Diabetes type 2']
+Scores: [7.685302989557385e-05]
+Combination: 
+"Diabetes type 1": 0.7121373116970062
+"Cardiovascular diseases": 0.6981594264507294
+"Diabetes": 0.5879876911640167
+"Cancer": 8.195232294383459e-05
+"Chronic respiratory disease": 8.466592407785356e-05
+"Diabetes type 2": 6.859893073851708e-05
+"Mental Health": 4.6678203943884e-05
+Selected labels: ['Diabetes type 1', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.973613977432251, 0.009447605349123478, 0.0068306694738566875, 0.002906709210947156, 0.002623967593535781, 0.002526435535401106, 0.0020506270229816437]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8832157254219055]
+Labels: ['Cancer']
+Scores: [0.00012967003567609936]
+Labels: ['Chronic respiratory disease']
+Scores: [7.594755879836157e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [9.969003440346569e-05]
+Labels: ['Mental Health']
+Scores: [0.00010544660472078249]
+Labels: ['Diabetes type 1']
+Scores: [0.0014008505968376994]
+Labels: ['Diabetes type 2']
+Scores: [0.0007141641108319163]
+Combination: 
+"Diabetes": 0.9284148514270782
+"Diabetes type 1": 0.005424227972980589
+"Diabetes type 2": 0.003772416792344302
+"Cancer": 0.0015181896233116277
+"Mental Health": 0.0013647070991282817
+"Cardiovascular diseases": 0.0013130627849022858
+"Chronic respiratory disease": 0.0010632872908900026
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4354042112827301, 0.41399940848350525, 0.15007854998111725, 0.00027269471320323646, 8.479245298076421e-05, 8.470484317513183e-05, 7.570160960312933e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9991878867149353]
+Labels: ['Cancer']
+Scores: [6.405288877431303e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.250374619616196e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0004938851343467832]
+Labels: ['Mental Health']
+Scores: [5.6180891988333315e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9908948540687561]
+Labels: ['Diabetes type 2']
+Scores: [0.9990792274475098]
+Combination: 
+"Diabetes": 0.7172960489988327
+"Diabetes type 2": 0.7065393179655075
+"Diabetes type 1": 0.5704867020249367
+"Cardiovascular diseases": 0.0003832899237750098
+"Chronic respiratory disease": 7.864809958846308e-05
+"Cancer": 7.437886597472243e-05
+"Mental Health": 6.594125079573132e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 2', 'Cancer', 'Mental Health']
+Scores: [0.6000568270683289, 0.39932864904403687, 0.00016776348638813943, 0.00016060032066889107, 0.00010281264985678717, 9.972015686798841e-05, 8.356591570191085e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9989638924598694]
+Labels: ['Cancer']
+Scores: [8.02091890363954e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002176364214392379]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00018301320960745215]
+Labels: ['Mental Health']
+Scores: [6.479780131485313e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9996174573898315]
+Labels: ['Diabetes type 2']
+Scores: [8.758226613281295e-05]
+Combination: 
+"Diabetes type 1": 0.7998371422290802
+"Diabetes": 0.6991462707519531
+"Chronic respiratory disease": 0.00019269995391368866
+"Cardiovascular diseases": 0.0001718067651381716
+"Diabetes type 2": 9.519745799480006e-05
+"Cancer": 8.99646729521919e-05
+"Mental Health": 7.418185850838199e-05
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Diabetes type 2']
+Scores: [0.5365517139434814, 0.4623839557170868, 0.0004620219406206161, 0.00024026511528063565, 0.00015422030992340297, 0.00011909836757695302, 8.868728764355183e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.999512255191803]
+Labels: ['Cancer']
+Scores: [0.00016447383677586913]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0020305535290390253]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005705361254513264]
+Labels: ['Mental Health']
+Scores: [0.0002661750768311322]
+Labels: ['Diabetes type 1']
+Scores: [0.999675452709198]
+Labels: ['Diabetes type 2']
+Scores: [9.610159031581134e-05]
+Combination: 
+"Diabetes type 1": 0.7681135833263397
+"Diabetes": 0.7309481054544449
+"Chronic respiratory disease": 0.0012462877348298207
+"Cardiovascular diseases": 0.000405400620365981
+"Mental Health": 0.00021019769337726757
+"Cancer": 0.00014178610217641108
+"Diabetes type 2": 9.239443897968158e-05
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Mental Health', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2', 'Cardiovascular diseases']
+Scores: [0.17157985270023346, 0.16388268768787384, 0.15380136668682098, 0.13666731119155884, 0.13392440974712372, 0.1277264952659607, 0.11241785436868668]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.00043066684156656265]
+Labels: ['Cancer']
+Scores: [0.00032455887412652373]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00035809355904348195]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00023041102394927293]
+Labels: ['Mental Health']
+Scores: [0.00045745904208160937]
+Labels: ['Diabetes type 1']
+Scores: [0.0005365585093386471]
+Labels: ['Diabetes type 2']
+Scores: [0.00031794028473086655]
+Combination: 
+"Diabetes type 1": 0.08605820560478605
+"Mental Health": 0.08217007336497772
+"Diabetes": 0.07711601676419377
+"Chronic respiratory disease": 0.06851270237530116
+"Cancer": 0.06712448431062512
+"Diabetes type 2": 0.06402221777534578
+"Cardiovascular diseases": 0.056324132696317974
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'COVID-19', 'Male', 'Female', 'Middle Aged', 'Retrospective Studies', 'Pakistan', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Adult', 'SARS-CoV-2', 'Survival Rate', 'Incidence']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.4568750262260437, 0.33050960302352905, 0.2090645283460617, 0.0027108797803521156, 0.0007002532365731895, 8.847760909702629e-05, 5.122039146954194e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997859001159668]
+Labels: ['Cancer']
+Scores: [0.00016742230218369514]
+Labels: ['Chronic respiratory disease']
+Scores: [0.10905981063842773]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007316086906939745]
+Labels: ['Mental Health']
+Scores: [6.63793834974058e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9995509386062622]
+Labels: ['Diabetes type 2']
+Scores: [0.9985582828521729]
+Combination: 
+"Diabetes": 0.7283304631710052
+"Diabetes type 1": 0.6650302708148956
+"Diabetes type 2": 0.6038114055991173
+"Chronic respiratory disease": 0.055885345209389925
+"Cardiovascular diseases": 0.004008170071756467
+"Cancer": 0.0001279499556403607
+"Mental Health": 5.879988748347387e-05
+Selected labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39658119
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'Diabetes Mellitus, Type 1', 'Child', 'Male', 'Female', 'Retrospective Studies', 'Adolescent', 'Saudi Arabia', 'Child, Preschool', 'Incidence', 'Polyuria', 'Abdominal Pain', 'Polydipsia', 'Vomiting', 'Age Factors', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.5331270098686218, 0.46643611788749695, 0.00011189074575668201, 0.00010559247311903164, 7.930550054879859e-05, 7.234522490762174e-05, 6.776472582714632e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996810555458069]
+Labels: ['Cancer']
+Scores: [6.04589658905752e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [9.099362068809569e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00013205759751144797]
+Labels: ['Mental Health']
+Scores: [6.945586937945336e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9995935559272766]
+Labels: ['Diabetes type 2']
+Scores: [0.00014920062676537782]
+Combination: 
+"Diabetes": 0.7664040327072144
+"Diabetes type 1": 0.7330148369073868
+"Diabetes type 2": 0.00013054568626102991
+"Cardiovascular diseases": 0.0001188250353152398
+"Chronic respiratory disease": 8.514956061844714e-05
+"Mental Health": 7.090054714353755e-05
+"Cancer": 6.411184585886076e-05
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39658013
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Adolescent', 'Female', 'Male', 'Self Efficacy', 'Quality of Life', 'Jordan', 'Glycemic Control', 'Empowerment', 'Glycated Hemoglobin', 'Child']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.614888608455658, 0.38450077176094055, 0.00024187489179894328, 0.00016464159125462174, 7.206643931567669e-05, 6.621461943723261e-05, 6.581403431482613e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9988774061203003]
+Labels: ['Cancer']
+Scores: [4.068691123393364e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [4.3743861169787124e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000381774763809517]
+Labels: ['Mental Health']
+Scores: [0.00019837619038298726]
+Labels: ['Diabetes type 1']
+Scores: [0.9996695518493652]
+Labels: ['Diabetes type 2']
+Scores: [4.756875932798721e-05]
+Combination: 
+"Diabetes type 1": 0.8072790801525116
+"Diabetes": 0.6916890889406204
+"Cardiovascular diseases": 0.00031182482780423015
+"Mental Health": 0.0001815088908188045
+"Diabetes type 2": 5.981759932183195e-05
+"Cancer": 5.345076533558313e-05
+"Chronic respiratory disease": 5.477894774230663e-05
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39653802
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Exercise', 'Insulin Infusion Systems', 'Insulin', 'Adolescent', 'Child', 'Hypoglycemic Agents', 'Europe', 'Blood Glucose', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health']
+Scores: [0.4999255836009979, 0.4997158348560333, 8.441301179118454e-05, 7.922318036435172e-05, 7.860403275117278e-05, 6.581212801393121e-05, 5.056839290773496e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997811913490295]
+Labels: ['Cancer']
+Scores: [9.421518916497007e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001507264096289873]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00011946784070460126]
+Labels: ['Mental Health']
+Scores: [5.770580901298672e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9997921586036682]
+Labels: ['Diabetes type 2']
+Scores: [0.00012089915981050581]
+Combination: 
+"Diabetes type 1": 0.7498588711023331
+"Diabetes": 0.7497485131025314
+"Chronic respiratory disease": 0.00011756971071008593
+"Diabetes type 2": 0.00010006117008742876
+"Cardiovascular diseases": 9.903593672788702e-05
+"Cancer": 8.001365858945064e-05
+"Mental Health": 5.413710096036084e-05
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39652177
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Dermatitis, Atopic', 'Comorbidity', 'Risk Factors', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus', 'Child', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.6210528016090393, 0.19512109458446503, 0.07256609946489334, 0.04963822662830353, 0.02321256510913372, 0.020673520863056183, 0.017735643312335014]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.04604671150445938]
+Labels: ['Cancer']
+Scores: [0.00010006443335441872]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005025444086641073]
+Labels: ['Cardiovascular diseases']
+Scores: [6.271339952945709e-05]
+Labels: ['Mental Health']
+Scores: [8.11918216641061e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0004232070641592145]
+Labels: ['Diabetes type 2']
+Scores: [0.0008320448105223477]
+Combination: 
+"Diabetes": 0.33354975655674934
+"Chronic respiratory disease": 0.10007326933555305
+"Diabetes type 2": 0.036699072137707844
+"Diabetes type 1": 0.02503071684623137
+"Cancer": 0.01165631477124407
+"Mental Health": 0.010377356342360144
+"Cardiovascular diseases": 0.008899178355932236
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39649224
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Genetic Predisposition to Disease', 'Genome-Wide Association Study', 'Glycated Hemoglobin', 'Mendelian Randomization Analysis', 'Polymorphism, Single Nucleotide', 'Spondylitis, Ankylosing']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.8704506754875183, 0.12299975007772446, 0.0028324350714683533, 0.002165026729926467, 0.0008591657970100641, 0.0003679496585391462, 0.00032481414382345974]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9946553111076355]
+Labels: ['Cancer']
+Scores: [6.233253225218505e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00029866149998269975]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0014412628952413797]
+Labels: ['Mental Health']
+Scores: [5.114341911394149e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0028714544605463743]
+Labels: ['Diabetes type 2']
+Scores: [0.7905757427215576]
+Combination: 
+"Diabetes": 0.9325529932975769
+"Diabetes type 2": 0.45678774639964104
+"Diabetes type 1": 0.002851944766007364
+"Cardiovascular diseases": 0.0018031448125839233
+"Chronic respiratory disease": 0.0005789136484963819
+"Cancer": 0.00021514109539566562
+"Mental Health": 0.00018797878146870062
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39645243
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Insulin-Secreting Cells', 'Animals', 'Drug Development', 'Insulin Secretion', 'Insulin', 'Disease Progression', 'Glycemic Control']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5506672263145447, 0.4488777220249176, 0.00013738161942455918, 9.221887012245134e-05, 9.040130680659786e-05, 8.145687024807557e-05, 5.3580519306706265e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996610879898071]
+Labels: ['Cancer']
+Scores: [0.00010504784586373717]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013899305486120284]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002620827581267804]
+Labels: ['Mental Health']
+Scores: [5.2806371968472376e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9998067617416382]
+Labels: ['Diabetes type 2']
+Scores: [0.0001384695351589471]
+Combination: 
+"Diabetes type 1": 0.7752369940280914
+"Diabetes": 0.7242694050073624
+"Cardiovascular diseases": 0.00019973218877566978
+"Diabetes type 2": 0.00011534420264069922
+"Chronic respiratory disease": 0.00011469718083390035
+"Cancer": 9.325235805590637e-05
+"Mental Health": 5.319344563758932e-05
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39644976
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Diving', 'Adult', 'Hypoglycemia', 'Male', 'Female', 'Blood Glucose', 'Young Adult', 'Blood Glucose Self-Monitoring', 'Glycated Hemoglobin', 'Adolescent', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 2', 'Mental Health', 'Cancer']
+Scores: [0.5225213170051575, 0.47664257884025574, 0.00038474283064715564, 0.00027485634200274944, 6.354236393235624e-05, 5.816418706672266e-05, 5.4777567129349336e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997715353965759]
+Labels: ['Cancer']
+Scores: [5.730853445129469e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.001929646939970553]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0009802335407584906]
+Labels: ['Mental Health']
+Scores: [6.478383875219151e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9997261166572571]
+Labels: ['Diabetes type 2']
+Scores: [7.232143980218098e-05]
+Combination: 
+"Diabetes": 0.7611464262008667
+"Diabetes type 1": 0.7381843477487564
+"Chronic respiratory disease": 0.0011571948853088543
+"Cardiovascular diseases": 0.00062754494138062
+"Diabetes type 2": 6.793190186726861e-05
+"Mental Health": 6.147401290945709e-05
+"Cancer": 5.604305079032201e-05
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39642862
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Diabetes Mellitus, Type 1', 'Humans', 'Islets of Langerhans Transplantation', 'Induced Pluripotent Stem Cells', 'Islets of Langerhans', 'Animals']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 2', 'Chronic respiratory disease']
+Scores: [0.7000421285629272, 0.2994738221168518, 0.00011008271394530311, 0.00010982988897012547, 9.85803417279385e-05, 9.005337051348761e-05, 7.555563206551597e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9970123171806335]
+Labels: ['Cancer']
+Scores: [7.584409468108788e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [4.4264310417929664e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [6.320634565781802e-05]
+Labels: ['Mental Health']
+Scores: [7.997353532118723e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9996389150619507]
+Labels: ['Diabetes type 2']
+Scores: [5.311191489454359e-05]
+Combination: 
+"Diabetes type 1": 0.849840521812439
+"Diabetes": 0.6482430696487427
+"Mental Health": 9.502812463324517e-05
+"Cancer": 9.283699182560667e-05
+"Cardiovascular diseases": 8.089334369287826e-05
+"Diabetes type 2": 7.15826427040156e-05
+"Chronic respiratory disease": 5.9909971241722815e-05
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39639901
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Cost-Benefit Analysis', 'Diabetes Mellitus, Type 2', 'Patient Education as Topic', 'Diabetes Mellitus, Type 1']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.5895997285842896, 0.4098817706108093, 0.00020449374278541654, 9.530499664833769e-05, 9.271371527574956e-05, 7.031438872218132e-05, 5.5769858590792865e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.999809980392456]
+Labels: ['Cancer']
+Scores: [5.026582948630676e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [8.180610166164115e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00012115368735976517]
+Labels: ['Mental Health']
+Scores: [0.00011715957953128964]
+Labels: ['Diabetes type 1']
+Scores: [0.0004822008777409792]
+Labels: ['Diabetes type 2']
+Scores: [0.9995392560958862]
+Combination: 
+"Diabetes": 0.7947048544883728
+"Diabetes type 2": 0.7047105133533478
+"Diabetes type 1": 0.00034334731026319787
+"Cardiovascular diseases": 0.00010822934200405143
+"Mental Health": 0.0001049366474035196
+"Chronic respiratory disease": 7.606024519191124e-05
+"Cancer": 5.301784403854981e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39636437
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'T-Lymphocytes, Regulatory', 'Mice, Inbred NOD', 'Mice', 'Female', 'Diabetes Mellitus, Type 1', 'Antigens, Differentiation, T-Lymphocyte', 'Antibodies, Monoclonal']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 2', 'Mental Health']
+Scores: [0.5643802881240845, 0.43493154644966125, 0.0002838323125615716, 0.00017681212921161205, 8.969524060375988e-05, 8.405453991144896e-05, 5.381424125516787e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996839165687561]
+Labels: ['Cancer']
+Scores: [9.086706268135458e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0007417064625769854]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0003051944077014923]
+Labels: ['Mental Health']
+Scores: [4.266880205250345e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9994242787361145]
+Labels: ['Diabetes type 2']
+Scores: [8.076810627244413e-05]
+Combination: 
+"Diabetes": 0.7820321023464203
+"Diabetes type 1": 0.7171779125928879
+"Chronic respiratory disease": 0.0005127693875692785
+"Cardiovascular diseases": 0.00024100326845655218
+"Cancer": 9.028115164255723e-05
+"Diabetes type 2": 8.241132309194654e-05
+"Mental Health": 4.824152165383566e-05
+Selected labels: ['Diabetes', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39632776
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.994701623916626, 0.002419379074126482, 0.0014825515681877732, 0.0009501232416369021, 0.00016653620696160942, 0.00016223544662352651, 0.00011743686627596617]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997761249542236]
+Labels: ['Cancer']
+Scores: [0.00011528297909535468]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013017593300901353]
+Labels: ['Cardiovascular diseases']
+Scores: [0.01643102802336216]
+Labels: ['Mental Health']
+Scores: [6.71200905344449e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.003645222168415785]
+Labels: ['Diabetes type 2']
+Scores: [0.008967911824584007]
+Combination: 
+"Diabetes": 0.9972388744354248
+"Cardiovascular diseases": 0.009425203548744321
+"Diabetes type 2": 0.00522523169638589
+"Diabetes type 1": 0.0022976727050263435
+"Chronic respiratory disease": 0.00014835606998531148
+"Cancer": 0.0001387592128594406
+"Mental Health": 9.227847840520553e-05
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5976505279541016, 0.21530413627624512, 0.18664009869098663, 0.0001762696192599833, 8.271508704638109e-05, 7.373584230663255e-05, 7.25041827536188e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9994717836380005]
+Labels: ['Cancer']
+Scores: [4.189743776805699e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.578543641604483e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00018395260849501938]
+Labels: ['Mental Health']
+Scores: [4.236202948959544e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.992294192314148]
+Labels: ['Diabetes type 2']
+Scores: [0.9944688081741333]
+Combination: 
+"Diabetes": 0.798561155796051
+"Diabetes type 2": 0.6048864722251892
+"Diabetes type 1": 0.5894671455025673
+"Cardiovascular diseases": 0.00018011111387750134
+"Chronic respiratory disease": 6.925026173121296e-05
+"Cancer": 5.781664003734477e-05
+"Mental Health": 5.7433106121607125e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.3753860890865326, 0.3683457672595978, 0.25596150755882263, 0.00012266842531971633, 6.30522845312953e-05, 6.0882353864144534e-05, 6.005392424413003e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9994879364967346]
+Labels: ['Cancer']
+Scores: [7.27057849871926e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.423089118674397e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00022813976102042943]
+Labels: ['Mental Health']
+Scores: [6.766660226276144e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.999503493309021]
+Labels: ['Diabetes type 2']
+Scores: [0.998684287071228]
+Combination: 
+"Diabetes type 1": 0.6874447911977768
+"Diabetes": 0.6839168518781662
+"Diabetes type 2": 0.6273228973150253
+"Cardiovascular diseases": 0.00017540409317007288
+"Cancer": 6.787903475924395e-05
+"Chronic respiratory disease": 6.755662252544425e-05
+"Mental Health": 6.386026325344574e-05
+Selected labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes', 'Mental Health']
+Scores: [0.19929704070091248, 0.1832541674375534, 0.16883903741836548, 0.14721179008483887, 0.13630858063697815, 0.0993560180068016, 0.0657334178686142]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [8.919266838347539e-05]
+Labels: ['Cancer']
+Scores: [0.00022269679175224155]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00018991359684150666]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00015601888298988342]
+Labels: ['Mental Health']
+Scores: [4.424010694492608e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0003142845234833658]
+Labels: ['Diabetes type 2']
+Scores: [0.000268600502749905]
+Combination: 
+"Diabetes type 1": 0.09980566261219792
+"Diabetes type 2": 0.09176138397015166
+"Cancer": 0.08453086710505886
+"Chronic respiratory disease": 0.07370085184084019
+"Cardiovascular diseases": 0.06823229975998402
+"Diabetes": 0.04972260533759254
+"Mental Health": 0.03288882898777956
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.19795212149620056, 0.19462183117866516, 0.12720119953155518, 0.12348874658346176, 0.12264488637447357, 0.11958864331245422, 0.11450254917144775]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [5.779355706181377e-05]
+Labels: ['Cancer']
+Scores: [5.948812759015709e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.341265205061063e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [5.571526344283484e-05]
+Labels: ['Mental Health']
+Scores: [5.3135798225412145e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00013244870933704078]
+Labels: ['Diabetes type 2']
+Scores: [0.00012834437075071037]
+Combination: 
+"Diabetes type 1": 0.0990422851027688
+"Diabetes type 2": 0.09737508777470794
+"Cancer": 0.06363034382957267
+"Diabetes": 0.06177327007026179
+"Cardiovascular diseases": 0.0613503008189582
+"Mental Health": 0.05982088955533982
+"Chronic respiratory disease": 0.05727798091174918
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5635716319084167, 0.4352034032344818, 0.0008682782063260674, 0.00020828073320444673, 5.461667024064809e-05, 5.1473412895575166e-05, 4.228401667205617e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9998345375061035]
+Labels: ['Cancer']
+Scores: [6.14627861068584e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [6.314869096968323e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0006204764358699322]
+Labels: ['Mental Health']
+Scores: [4.069684655405581e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.009276917204260826]
+Labels: ['Diabetes type 2']
+Scores: [0.999687135219574]
+Combination: 
+"Diabetes": 0.7817030847072601
+"Diabetes type 2": 0.7174452692270279
+"Diabetes type 1": 0.005072597705293447
+"Cardiovascular diseases": 0.00041437858453718945
+"Cancer": 5.803972817375325e-05
+"Chronic respiratory disease": 5.73110519326292e-05
+"Mental Health": 4.149043161305599e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.6437686085700989, 0.3554243743419647, 0.00027648190734907985, 0.00015534230624325573, 0.00013681444397661835, 0.00012892030645161867, 0.00010946478869300336]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9966126680374146]
+Labels: ['Cancer']
+Scores: [8.96206111065112e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.202324195532128e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0002452534681651741]
+Labels: ['Mental Health']
+Scores: [5.152633457328193e-05]
+Labels: ['Diabetes type 1']
+Scores: [7.892616122262552e-05]
+Labels: ['Diabetes type 2']
+Scores: [0.9991762638092041]
+Combination: 
+"Diabetes type 2": 0.8214724361896515
+"Diabetes": 0.6760185211896896
+"Cardiovascular diseases": 0.000260867687757127
+"Cancer": 0.00012248145867488347
+"Diabetes type 1": 0.00010787030259962194
+"Chronic respiratory disease": 0.00010047177420346998
+"Mental Health": 8.049556163314264e-05
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.540681779384613, 0.45793986320495605, 0.0009931882377713919, 0.00018950205412693322, 6.737355579389259e-05, 6.427444168366492e-05, 6.400389975169674e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996636509895325]
+Labels: ['Cancer']
+Scores: [5.3055442549521104e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [5.447969670058228e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007075375411659479]
+Labels: ['Mental Health']
+Scores: [5.071203486295417e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00034520187182351947]
+Labels: ['Diabetes type 2']
+Scores: [0.9994983077049255]
+Combination: 
+"Diabetes": 0.7701727151870728
+"Diabetes type 2": 0.7287190854549408
+"Cardiovascular diseases": 0.0040342818247154355
+"Diabetes type 1": 0.00026735196297522634
+"Cancer": 6.021449917170685e-05
+"Chronic respiratory disease": 5.93770691921236e-05
+"Mental Health": 5.735796730732545e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5146090388298035, 0.4831244647502899, 0.0009258475038222969, 0.0009119238238781691, 0.00022953511506784707, 0.00011471749894553795, 8.450102905044332e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9988051652908325]
+Labels: ['Cancer']
+Scores: [0.00025297648971900344]
+Labels: ['Chronic respiratory disease']
+Scores: [8.24125309009105e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.002883566077798605]
+Labels: ['Mental Health']
+Scores: [4.510398139245808e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0030243825167417526]
+Labels: ['Diabetes type 2']
+Scores: [0.9989975690841675]
+Combination: 
+"Diabetes type 2": 0.7568033039569855
+"Diabetes": 0.7409648150205612
+"Cardiovascular diseases": 0.001904706790810451
+"Diabetes type 1": 0.001968153170309961
+"Cancer": 0.00024125580239342526
+"Chronic respiratory disease": 9.856501492322423e-05
+"Mental Health": 6.48025052214507e-05
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.5073028206825256, 0.49089449644088745, 0.0013890579575672746, 0.000167345380759798, 0.00011360989446984604, 7.576174539281055e-05, 5.689508543582633e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9998165965080261]
+Labels: ['Cancer']
+Scores: [7.59994363761507e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00013236924132797867]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00047217487008310854]
+Labels: ['Mental Health']
+Scores: [0.02569170668721199]
+Labels: ['Diabetes type 1']
+Scores: [0.0002422936086077243]
+Labels: ['Diabetes type 2']
+Scores: [0.9998384714126587]
+Combination: 
+"Diabetes type 2": 0.7535706460475922
+"Diabetes": 0.7453555464744568
+"Mental Health": 0.013540382322389632
+"Cardiovascular diseases": 0.00031976012542145327
+"Diabetes type 1": 0.00017795175153878517
+"Chronic respiratory disease": 0.00010406549336039461
+"Cancer": 6.644726090598851e-05
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.4941475987434387, 0.46723175048828125, 0.03823447227478027, 0.00018434894445817918, 7.197510421974584e-05, 6.977662997087464e-05, 6.00844832661096e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996520280838013]
+Labels: ['Cancer']
+Scores: [6.881493027321994e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [7.880538032623008e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9154123067855835]
+Labels: ['Mental Health']
+Scores: [5.536178287002258e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0003923943731933832]
+Labels: ['Diabetes type 2']
+Scores: [0.9996392726898193]
+Combination: 
+"Diabetes": 0.74689981341362
+"Diabetes type 2": 0.7334355115890503
+"Cardiovascular diseases": 0.4768233895301819
+"Diabetes type 1": 0.0002883716588257812
+"Chronic respiratory disease": 7.539024227298796e-05
+"Cancer": 6.929578012204729e-05
+"Mental Health": 5.772313306806609e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer', 'Mental Health']
+Scores: [0.6354917287826538, 0.36018431186676025, 0.0022522988729178905, 0.000815866980701685, 0.0006649640272371471, 0.0004895264864899218, 0.00010143168037757277]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996488094329834]
+Labels: ['Cancer']
+Scores: [0.0013686680467799306]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0037749067414551973]
+Labels: ['Cardiovascular diseases']
+Scores: [0.026100920513272285]
+Labels: ['Mental Health']
+Scores: [8.422073005931452e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.002536808606237173]
+Labels: ['Diabetes type 2']
+Scores: [0.9986212253570557]
+Combination: 
+"Diabetes": 0.8175702691078186
+"Diabetes type 2": 0.679402768611908
+"Cardiovascular diseases": 0.014176609693095088
+"Chronic respiratory disease": 0.002295386861078441
+"Diabetes type 1": 0.00160088631673716
+"Cancer": 0.0009290972666349262
+"Mental Health": 9.282620521844365e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1', 'Mental Health']
+Scores: [0.5366092920303345, 0.46208709478378296, 0.0009508634102530777, 9.41082980716601e-05, 9.17872239369899e-05, 8.869849989423528e-05, 7.825786451576278e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9995683431625366]
+Labels: ['Cancer']
+Scores: [7.761426240904257e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [8.797342161415145e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.005574291571974754]
+Labels: ['Mental Health']
+Scores: [6.12072108197026e-05]
+Labels: ['Diabetes type 1']
+Scores: [7.83210780355148e-05]
+Labels: ['Diabetes type 2']
+Scores: [0.9994166493415833]
+Combination: 
+"Diabetes": 0.7680888175964355
+"Diabetes type 2": 0.7307518720626831
+"Cardiovascular diseases": 0.003262577491113916
+"Chronic respiratory disease": 9.104085984290577e-05
+"Cancer": 8.470074317301624e-05
+"Diabetes type 1": 8.350978896487504e-05
+"Mental Health": 6.973253766773269e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.5788488984107971, 0.32242462038993835, 0.09820154309272766, 0.0002044173306785524, 0.00018982074107043445, 6.612300057895482e-05, 6.455092079704627e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9870328903198242]
+Labels: ['Cancer']
+Scores: [6.450999353546649e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0005063231801614165]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9998106956481934]
+Labels: ['Mental Health']
+Scores: [6.75488481647335e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0004440219490788877]
+Labels: ['Diabetes type 2']
+Scores: [0.9991593360900879]
+Combination: 
+"Cardiovascular diseases": 0.7893297970294952
+"Diabetes type 2": 0.6607919782400131
+"Diabetes": 0.5426172167062759
+"Chronic respiratory disease": 0.00035537025541998446
+"Diabetes type 1": 0.0003169213450746611
+"Mental Health": 6.683592437184416e-05
+"Cancer": 6.453045716625638e-05
+Selected labels: ['Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.38091951608657837, 0.32813936471939087, 0.2903485894203186, 0.00045215486898086965, 5.778746344731189e-05, 4.762537719216198e-05, 3.5057553759543225e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9996676445007324]
+Labels: ['Cancer']
+Scores: [0.0001090488294721581]
+Labels: ['Chronic respiratory disease']
+Scores: [8.811287261778489e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9995673894882202]
+Labels: ['Mental Health']
+Scores: [4.652945062844083e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.004513251129537821]
+Labels: ['Diabetes type 2']
+Scores: [0.9997859001159668]
+Combination: 
+"Diabetes type 2": 0.6903527081012726
+"Diabetes": 0.6639035046100616
+"Cardiovascular diseases": 0.6449579894542694
+"Diabetes type 1": 0.0024827029992593452
+"Cancer": 8.3418146459735e-05
+"Chronic respiratory disease": 6.786912490497343e-05
+"Mental Health": 4.0793502193992026e-05
+Selected labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.640709400177002, 0.35745736956596375, 0.0006496939458884299, 0.0006131638074293733, 0.0003465907648205757, 0.00011750477278837934, 0.00010631020268192515]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9993413686752319]
+Labels: ['Cancer']
+Scores: [6.429958011722192e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0004659617261495441]
+Labels: ['Cardiovascular diseases']
+Scores: [0.001364871277473867]
+Labels: ['Mental Health']
+Scores: [5.6263888836838305e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0012796511873602867]
+Labels: ['Diabetes type 2']
+Scores: [0.9973296523094177]
+Combination: 
+"Diabetes": 0.8200253844261169
+"Diabetes type 2": 0.6773935109376907
+"Cardiovascular diseases": 0.0010072826116811484
+"Diabetes type 1": 0.00094640749739483
+"Chronic respiratory disease": 0.0004062762454850599
+"Cancer": 9.090217645280063e-05
+"Mental Health": 8.128704575938173e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.545452356338501, 0.45368120074272156, 0.0003285689454060048, 0.00029654428362846375, 0.00011216454731766135, 7.546021515736356e-05, 5.3692510846303776e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9997574090957642]
+Labels: ['Cancer']
+Scores: [8.372873708140105e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00018520993762649596]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0011315355077385902]
+Labels: ['Mental Health']
+Scores: [4.908591654384509e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.0009909695945680141]
+Labels: ['Diabetes type 2']
+Scores: [0.9996347427368164]
+Combination: 
+"Diabetes": 0.7726048827171326
+"Diabetes type 2": 0.726657971739769
+"Cardiovascular diseases": 0.0007300522265722975
+"Diabetes type 1": 0.0006437569390982389
+"Chronic respiratory disease": 0.00014868724247207865
+"Cancer": 7.959447611938231e-05
+"Mental Health": 5.138921369507443e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.5494173169136047, 0.34037497639656067, 0.10859746485948563, 0.0009081285679712892, 0.000506152689922601, 0.0001405038492521271, 5.551861977437511e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9833934307098389]
+Labels: ['Cancer']
+Scores: [0.00019505056843627244]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0019508429104462266]
+Labels: ['Cardiovascular diseases']
+Scores: [0.999619722366333]
+Labels: ['Mental Health']
+Scores: [3.9383219700539485e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.005531699396669865]
+Labels: ['Diabetes type 2']
+Scores: [0.9987639784812927]
+Combination: 
+"Cardiovascular diseases": 0.7745185196399689
+"Diabetes type 2": 0.6695694774389267
+"Diabetes": 0.5459954477846622
+"Diabetes type 1": 0.003219913982320577
+"Chronic respiratory disease": 0.0012284978001844138
+"Cancer": 0.00016777720884419978
+"Mental Health": 4.74509197374573e-05
+Selected labels: ['Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.6182241439819336, 0.3808879256248474, 0.0002874199999496341, 0.00020820127974729985, 0.00014245630882214755, 0.00013049108383711427, 0.00011932344932574779]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.996467113494873]
+Labels: ['Cancer']
+Scores: [6.747912266291678e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [6.159850454423577e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00022503314539790154]
+Labels: ['Mental Health']
+Scores: [5.141087240190245e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00014578226546291262]
+Labels: ['Diabetes type 2']
+Scores: [0.998863935470581]
+Combination: 
+"Diabetes type 2": 0.8085440397262573
+"Diabetes": 0.6886775195598602
+"Cardiovascular diseases": 0.0002562265726737678
+"Diabetes type 1": 0.00017699177260510623
+"Cancer": 0.00010496771574253216
+"Chronic respiratory disease": 9.604479419067502e-05
+"Mental Health": 8.536716086382512e-05
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.9960988163948059, 0.0014101923443377018, 0.0013586762361228466, 0.000524432398378849, 0.00023951742332428694, 0.00019011824042536318, 0.00017819515778683126]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9988227486610413]
+Labels: ['Cancer']
+Scores: [7.417376764351502e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [4.782763062394224e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017076682997867465]
+Labels: ['Mental Health']
+Scores: [5.040741598349996e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.000316697231028229]
+Labels: ['Diabetes type 2']
+Scores: [0.0018461199942976236]
+Combination: 
+"Diabetes": 0.9974607825279236
+"Cardiovascular diseases": 0.0015589303220622241
+"Diabetes type 2": 0.0016023981152102351
+"Diabetes type 1": 0.000420564814703539
+"Cancer": 0.00015684559548390098
+"Mental Health": 0.00012026282820443157
+"Chronic respiratory disease": 0.00011301139420538675
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.5435614585876465, 0.45608755946159363, 0.00010866330558201298, 6.884135655127466e-05, 6.792147178202868e-05, 6.0044210840715095e-05, 4.548014112515375e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9998384118080139]
+Labels: ['Cancer']
+Scores: [4.5888216845924035e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [8.179876022040844e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00020588055485859513]
+Labels: ['Mental Health']
+Scores: [9.225005487678573e-05]
+Labels: ['Diabetes type 1']
+Scores: [9.668680286267772e-05]
+Labels: ['Diabetes type 2']
+Scores: [0.9997650980949402]
+Combination: 
+"Diabetes": 0.7716999351978302
+"Diabetes type 2": 0.7279263287782669
+"Cardiovascular diseases": 0.00015727193022030406
+"Diabetes type 1": 8.276407970697619e-05
+"Mental Health": 8.00857633294072e-05
+"Chronic respiratory disease": 7.092148553056177e-05
+"Cancer": 4.568417898553889e-05
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.7364491820335388, 0.25880667567253113, 0.0020403338130563498, 0.001276701339520514, 0.0006341945845633745, 0.0004543224931694567, 0.00033861887641251087]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.960628092288971]
+Labels: ['Cancer']
+Scores: [0.000158997398102656]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010775636474136263]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00026590112247504294]
+Labels: ['Mental Health']
+Scores: [0.0010111008305102587]
+Labels: ['Diabetes type 1']
+Scores: [0.0025242934934794903]
+Labels: ['Diabetes type 2']
+Scores: [0.995603621006012]
+Combination: 
+"Diabetes type 2": 0.8660264015197754
+"Diabetes": 0.609717383980751
+"Diabetes type 1": 0.00228231365326792
+"Mental Health": 0.0011439010850153863
+"Cardiovascular diseases": 0.00045004785351920873
+"Cancer": 0.00030665994563605636
+"Chronic respiratory disease": 0.00022318762057693675
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.4781419038772583, 0.35105887055397034, 0.1695992797613144, 0.0009626801474951208, 9.447874617762864e-05, 7.666072633583099e-05, 6.613352888962254e-05]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.999046266078949]
+Labels: ['Cancer']
+Scores: [5.521047205547802e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.007665584795176983]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9947417378425598]
+Labels: ['Mental Health']
+Scores: [7.499485946027562e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.00010644556459737942]
+Labels: ['Diabetes type 2']
+Scores: [0.9995773434638977]
+Combination: 
+"Diabetes type 2": 0.738859623670578
+"Diabetes": 0.6750525683164597
+"Cardiovascular diseases": 0.5821705088019371
+"Chronic respiratory disease": 0.004314132471336052
+"Diabetes type 1": 0.00010046215538750403
+"Mental Health": 7.58277928980533e-05
+"Cancer": 6.067200047255028e-05
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.5102556943893433, 0.42273157835006714, 0.04446082562208176, 0.014640094712376595, 0.0047507076524198055, 0.00171513797249645, 0.0014459667727351189]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.03664623573422432]
+Labels: ['Cancer']
+Scores: [0.0005592684610746801]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00010239505354547873]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8156663775444031]
+Labels: ['Mental Health']
+Scores: [6.619364285143092e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.004312107805162668]
+Labels: ['Diabetes type 2']
+Scores: [0.7420371174812317]
+Combination: 
+"Cardiovascular diseases": 0.6629610359668732
+"Diabetes type 2": 0.5823843479156494
+"Diabetes": 0.04055353067815304
+"Diabetes type 1": 0.009476101258769631
+"Cancer": 0.002654988056747243
+"Chronic respiratory disease": 0.0009087665130209643
+"Mental Health": 0.0007560802077932749
+Selected labels: ['Cardiovascular diseases']
+---------------------------------
+Time to classify all articles: 307.3440444469452 seconds
+Good classification: 28/144 ( 19.44% )
+At least one good per entrie: 28/63 ( 44.44% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/model/results/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9f1b5f5b38400c61405a895ebafdfe802c5dbdb
--- /dev/null
+++ b/model/results/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
@@ -0,0 +1,2025 @@
+---------------------------------
+MODEL: MoritzLaurer/multilingual-MiniLMv2-L6-mnli-xnli
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.16168060898780823, 0.15845483541488647, 0.15251828730106354, 0.1388319730758667, 0.13777892291545868, 0.12544533610343933, 0.12529003620147705]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8589769005775452]
+Labels: ['Cancer']
+Scores: [0.8367683291435242]
+Labels: ['Chronic respiratory disease']
+Scores: [0.8234502673149109]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8231756091117859]
+Labels: ['Mental Health']
+Scores: [0.8221487402915955]
+Labels: ['Diabetes type 1']
+Scores: [0.8607127666473389]
+Labels: ['Diabetes type 2']
+Scores: [0.8540456891059875]
+Combination: 
+"Diabetes": 0.5103287547826767
+"Diabetes type 1": 0.5095838010311127
+"Diabetes type 2": 0.5032819882035255
+"Mental Health": 0.4804903566837311
+"Cancer": 0.4872736260294914
+"Chronic respiratory disease": 0.4744478017091751
+"Cardiovascular diseases": 0.47423282265663147
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.14859595894813538, 0.1482204794883728, 0.14697296917438507, 0.14291852712631226, 0.14035531878471375, 0.13737183809280396, 0.13556499779224396]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.3555092513561249]
+Labels: ['Cancer']
+Scores: [0.3339579999446869]
+Labels: ['Chronic respiratory disease']
+Scores: [0.3460555076599121]
+Labels: ['Cardiovascular diseases']
+Scores: [0.330346941947937]
+Labels: ['Mental Health']
+Scores: [0.325916588306427]
+Labels: ['Diabetes type 1']
+Scores: [0.3582877516746521]
+Labels: ['Diabetes type 2']
+Scores: [0.3592793643474579]
+Combination: 
+"Diabetes type 2": 0.25393766164779663
+"Diabetes": 0.25186486542224884
+"Diabetes type 1": 0.2526303604245186
+"Chronic respiratory disease": 0.24448701739311218
+"Cancer": 0.23715665936470032
+"Mental Health": 0.23164421319961548
+"Cardiovascular diseases": 0.23295596987009048
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Diabetes type 2', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.32633712887763977, 0.19953544437885284, 0.15979550778865814, 0.1473558098077774, 0.0727267637848854, 0.059100449085235596, 0.03514882177114487]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.4769040048122406]
+Labels: ['Cancer']
+Scores: [0.08567771315574646]
+Labels: ['Chronic respiratory disease']
+Scores: [0.02178676426410675]
+Labels: ['Cardiovascular diseases']
+Scores: [0.19904682040214539]
+Labels: ['Mental Health']
+Scores: [0.03393339365720749]
+Labels: ['Diabetes type 1']
+Scores: [0.2812603712081909]
+Labels: ['Diabetes type 2']
+Scores: [0.1969285011291504]
+Combination: 
+"Diabetes": 0.4016205668449402
+"Diabetes type 1": 0.24039790779352188
+"Cardiovascular diseases": 0.17942116409540176
+"Diabetes type 2": 0.1721421554684639
+"Mental Health": 0.05333007872104645
+"Cancer": 0.07238908112049103
+"Chronic respiratory disease": 0.02846779301762581
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2']
+Scores: [0.23263460397720337, 0.20618300139904022, 0.17092569172382355, 0.15162935853004456, 0.08137398958206177, 0.08036492764949799, 0.07688841223716736]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.0821390450000763]
+Labels: ['Cancer']
+Scores: [0.19741816818714142]
+Labels: ['Chronic respiratory disease']
+Scores: [0.24940448999404907]
+Labels: ['Cardiovascular diseases']
+Scores: [0.29755696654319763]
+Labels: ['Mental Health']
+Scores: [0.11965472996234894]
+Labels: ['Diabetes type 1']
+Scores: [0.08808982372283936]
+Labels: ['Diabetes type 2']
+Scores: [0.08845961838960648]
+Combination: 
+"Mental Health": 0.17614466696977615
+"Chronic respiratory disease": 0.22779374569654465
+"Cardiovascular diseases": 0.2342413291335106
+"Cancer": 0.174523763358593
+"Diabetes type 1": 0.08473190665245056
+"Diabetes": 0.08125198632478714
+"Diabetes type 2": 0.08267401531338692
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.20400480926036835, 0.19946222007274628, 0.19210508465766907, 0.11814198642969131, 0.1123318299651146, 0.08926966786384583, 0.08468440175056458]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8736300468444824]
+Labels: ['Cancer']
+Scores: [0.7414208054542542]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7788059711456299]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7329463958740234]
+Labels: ['Mental Health']
+Scores: [0.572146475315094]
+Labels: ['Diabetes type 1']
+Scores: [0.8662127256393433]
+Labels: ['Diabetes type 2']
+Scores: [0.8707929849624634]
+Combination: 
+"Diabetes": 0.5388174280524254
+"Diabetes type 2": 0.5351276025176048
+"Diabetes type 1": 0.5291589051485062
+"Chronic respiratory disease": 0.4484739787876606
+"Cancer": 0.42687631770968437
+"Cardiovascular diseases": 0.41110803186893463
+"Mental Health": 0.3284154385328293
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Cancer', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.15066328644752502, 0.1462310254573822, 0.14401638507843018, 0.14360497891902924, 0.13962422311306, 0.1385469138622284, 0.13731320202350616]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.750163733959198]
+Labels: ['Cancer']
+Scores: [0.743996798992157]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7298340797424316]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7314841151237488]
+Labels: ['Mental Health']
+Scores: [0.7189331650733948]
+Labels: ['Diabetes type 1']
+Scores: [0.7464814782142639]
+Labels: ['Diabetes type 2']
+Scores: [0.7462856769561768]
+Combination: 
+"Diabetes": 0.4504135102033615
+"Cancer": 0.4451139122247696
+"Diabetes type 1": 0.44524893164634705
+"Diabetes type 2": 0.444945327937603
+"Mental Health": 0.4292786940932274
+"Chronic respiratory disease": 0.43419049680233
+"Cardiovascular diseases": 0.43439865857362747
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Cancer', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.302544504404068, 0.22054219245910645, 0.20214155316352844, 0.07371130585670471, 0.07065964490175247, 0.067332923412323, 0.06306787580251694]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6506966948509216]
+Labels: ['Cancer']
+Scores: [0.2518596649169922]
+Labels: ['Chronic respiratory disease']
+Scores: [0.3470219373703003]
+Labels: ['Cardiovascular diseases']
+Scores: [0.24667946994304657]
+Labels: ['Mental Health']
+Scores: [0.1086973324418068]
+Labels: ['Diabetes type 1']
+Scores: [0.5913064479827881]
+Labels: ['Diabetes type 2']
+Scores: [0.5629656910896301]
+Combination: 
+"Diabetes": 0.4766205996274948
+"Diabetes type 1": 0.40592432022094727
+"Diabetes type 2": 0.3825536221265793
+"Chronic respiratory disease": 0.2103666216135025
+"Cancer": 0.16125965490937233
+"Mental Health": 0.0880151279270649
+"Cardiovascular diseases": 0.15487367287278175
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.5145668387413025, 0.20357997715473175, 0.15241938829421997, 0.048590440303087234, 0.03944456949830055, 0.021813448518514633, 0.019585417583584785]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8671820163726807]
+Labels: ['Cancer']
+Scores: [0.06177880987524986]
+Labels: ['Chronic respiratory disease']
+Scores: [0.08036333322525024]
+Labels: ['Cardiovascular diseases']
+Scores: [0.22341756522655487]
+Labels: ['Mental Health']
+Scores: [0.04557602480053902]
+Labels: ['Diabetes type 1']
+Scores: [0.6401012539863586]
+Labels: ['Diabetes type 2']
+Scores: [0.5062441825866699]
+Combination: 
+"Diabetes": 0.6908744275569916
+"Diabetes type 1": 0.4218406155705452
+"Diabetes type 2": 0.32933178544044495
+"Cardiovascular diseases": 0.13600400276482105
+"Mental Health": 0.042510297149419785
+"Chronic respiratory disease": 0.05108839087188244
+"Cancer": 0.040682113729417324
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cancer', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.14671330153942108, 0.14469869434833527, 0.14442236721515656, 0.144088014960289, 0.14279912412166595, 0.14138822257518768, 0.1358901858329773]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9193164110183716]
+Labels: ['Cancer']
+Scores: [0.9206450581550598]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9196016192436218]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9162442088127136]
+Labels: ['Mental Health']
+Scores: [0.9136992692947388]
+Labels: ['Diabetes type 1']
+Scores: [0.9204142689704895]
+Labels: ['Diabetes type 2']
+Scores: [0.922350287437439]
+Combination: 
+"Diabetes type 2": 0.53453179448843
+"Cancer": 0.5326718762516975
+"Diabetes": 0.5318693891167641
+"Diabetes type 1": 0.5322511419653893
+"Chronic respiratory disease": 0.5312003716826439
+"Mental Health": 0.5275437459349632
+"Cardiovascular diseases": 0.5260671973228455
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.15944091975688934, 0.15595538914203644, 0.15162035822868347, 0.1385885775089264, 0.13503657281398773, 0.12991014122962952, 0.1294480413198471]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.30820223689079285]
+Labels: ['Cancer']
+Scores: [0.2573493719100952]
+Labels: ['Chronic respiratory disease']
+Scores: [0.26345041394233704]
+Labels: ['Cardiovascular diseases']
+Scores: [0.285218745470047]
+Labels: ['Mental Health']
+Scores: [0.2679261863231659]
+Labels: ['Diabetes type 1']
+Scores: [0.3219224810600281]
+Labels: ['Diabetes type 2']
+Scores: [0.3270304203033447]
+Combination: 
+"Diabetes type 2": 0.24323567003011703
+"Diabetes type 1": 0.23893893510103226
+"Diabetes": 0.22991129755973816
+"Cardiovascular diseases": 0.2119036614894867
+"Mental Health": 0.2014813795685768
+"Chronic respiratory disease": 0.19668027758598328
+"Cancer": 0.19339870661497116
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.4497709572315216, 0.1696142703294754, 0.11970876157283783, 0.08695723861455917, 0.07033827900886536, 0.0685124397277832, 0.03509807214140892]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.776714563369751]
+Labels: ['Cancer']
+Scores: [0.02660822495818138]
+Labels: ['Chronic respiratory disease']
+Scores: [0.062249816954135895]
+Labels: ['Cardiovascular diseases']
+Scores: [0.08431392908096313]
+Labels: ['Mental Health']
+Scores: [0.029054615646600723]
+Labels: ['Diabetes type 1']
+Scores: [0.3759708106517792]
+Labels: ['Diabetes type 2']
+Scores: [0.23924852907657623]
+Combination: 
+"Diabetes": 0.6132427603006363
+"Diabetes type 1": 0.2727925404906273
+"Diabetes type 2": 0.17947864532470703
+"Cardiovascular diseases": 0.08563558384776115
+"Chronic respiratory disease": 0.06629404798150063
+"Mental Health": 0.04878352768719196
+"Cancer": 0.03085314854979515
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.21048091351985931, 0.1943628489971161, 0.14970903098583221, 0.13426335155963898, 0.11882124096155167, 0.11526212096214294, 0.07710043340921402]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.20625579357147217]
+Labels: ['Cancer']
+Scores: [0.05655732378363609]
+Labels: ['Chronic respiratory disease']
+Scores: [0.08102703839540482]
+Labels: ['Cardiovascular diseases']
+Scores: [0.18358829617500305]
+Labels: ['Mental Health']
+Scores: [0.04375878721475601]
+Labels: ['Diabetes type 1']
+Scores: [0.15028972923755646]
+Labels: ['Diabetes type 2']
+Scores: [0.12839990854263306]
+Combination: 
+"Diabetes": 0.20836835354566574
+"Cardiovascular diseases": 0.18897557258605957
+"Diabetes type 1": 0.14999938011169434
+"Diabetes type 2": 0.13133163005113602
+"Mental Health": 0.08129001408815384
+"Chronic respiratory disease": 0.09814457967877388
+"Cancer": 0.06682887859642506
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.14800575375556946, 0.14543630182743073, 0.14515815675258636, 0.14478051662445068, 0.14465859532356262, 0.13720352947711945, 0.13475708663463593]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.14943915605545044]
+Labels: ['Cancer']
+Scores: [0.13884849846363068]
+Labels: ['Chronic respiratory disease']
+Scores: [0.14045414328575134]
+Labels: ['Cardiovascular diseases']
+Scores: [0.15693263709545135]
+Labels: ['Mental Health']
+Scores: [0.14479263126850128]
+Labels: ['Diabetes type 1']
+Scores: [0.15142038464546204]
+Labels: ['Diabetes type 2']
+Scores: [0.1547272950410843]
+Combination: 
+"Diabetes type 2": 0.15136652439832687
+"Diabetes": 0.14743772894144058
+"Mental Health": 0.14497539401054382
+"Diabetes type 1": 0.14810045063495636
+"Cardiovascular diseases": 0.150795616209507
+"Cancer": 0.13802601397037506
+"Chronic respiratory disease": 0.13760561496019363
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.26597514748573303, 0.21846584975719452, 0.21598947048187256, 0.10093038529157639, 0.09962866455316544, 0.05921286344528198, 0.03979761525988579]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.13925869762897491]
+Labels: ['Cancer']
+Scores: [0.03299282118678093]
+Labels: ['Chronic respiratory disease']
+Scores: [0.011143803596496582]
+Labels: ['Cardiovascular diseases']
+Scores: [0.06683643907308578]
+Labels: ['Mental Health']
+Scores: [0.031051483005285263]
+Labels: ['Diabetes type 1']
+Scores: [0.15580114722251892]
+Labels: ['Diabetes type 2']
+Scores: [0.15312670171260834]
+Combination: 
+"Diabetes": 0.20261692255735397
+"Diabetes type 1": 0.18713349848985672
+"Diabetes type 2": 0.18455808609724045
+"Cardiovascular diseases": 0.08388341218233109
+"Mental Health": 0.06534007377922535
+"Cancer": 0.046102842316031456
+"Chronic respiratory disease": 0.025470709428191185
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.17659029364585876, 0.1703057587146759, 0.17016169428825378, 0.14980517327785492, 0.11815385520458221, 0.11423179507255554, 0.10075145959854126]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.03746722638607025]
+Labels: ['Cancer']
+Scores: [0.020444512367248535]
+Labels: ['Chronic respiratory disease']
+Scores: [0.022113541141152382]
+Labels: ['Cardiovascular diseases']
+Scores: [0.029282083734869957]
+Labels: ['Mental Health']
+Scores: [0.026219196617603302]
+Labels: ['Diabetes type 1']
+Scores: [0.039491813629865646]
+Labels: ['Diabetes type 2']
+Scores: [0.039490796625614166]
+Combination: 
+"Diabetes": 0.10702876001596451
+"Diabetes type 1": 0.10489878617227077
+"Diabetes type 2": 0.10482624545693398
+"Mental Health": 0.08801218494772911
+"Cardiovascular diseases": 0.07371796946972609
+"Chronic respiratory disease": 0.06817266810685396
+"Cancer": 0.0605979859828949
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.320649117231369, 0.2053816169500351, 0.19630153477191925, 0.07657218724489212, 0.0716610923409462, 0.06979713588953018, 0.05963730812072754]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6438465714454651]
+Labels: ['Cancer']
+Scores: [0.15368148684501648]
+Labels: ['Chronic respiratory disease']
+Scores: [0.21363598108291626]
+Labels: ['Cardiovascular diseases']
+Scores: [0.23497745394706726]
+Labels: ['Mental Health']
+Scores: [0.13804754614830017]
+Labels: ['Diabetes type 1']
+Scores: [0.5425443053245544]
+Labels: ['Diabetes type 2']
+Scores: [0.5128692388534546]
+Combination: 
+"Diabetes": 0.48224784433841705
+"Diabetes type 1": 0.37396296113729477
+"Diabetes type 2": 0.3545853868126869
+"Cardiovascular diseases": 0.1557748205959797
+"Chronic respiratory disease": 0.14264853671193123
+"Mental Health": 0.10392234101891518
+"Cancer": 0.10665939748287201
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.14946703612804413, 0.14556071162223816, 0.14499785006046295, 0.14383813738822937, 0.14032739400863647, 0.13987573981285095, 0.13593316078186035]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9687714576721191]
+Labels: ['Cancer']
+Scores: [0.9648314714431763]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9674097895622253]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9654097557067871]
+Labels: ['Mental Health']
+Scores: [0.9638019800186157]
+Labels: ['Diabetes type 1']
+Scores: [0.9688873887062073]
+Labels: ['Diabetes type 2']
+Scores: [0.9686342477798462]
+Combination: 
+"Diabetes": 0.5591192469000816
+"Diabetes type 1": 0.5572240501642227
+"Diabetes type 2": 0.5568160489201546
+"Chronic respiratory disease": 0.5556239634752274
+"Mental Health": 0.5520646870136261
+"Cancer": 0.5523536056280136
+"Cardiovascular diseases": 0.5506714582443237
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.19243095815181732, 0.16933347284793854, 0.16638988256454468, 0.13928452134132385, 0.11407630145549774, 0.1122284010052681, 0.10625647008419037]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7070115208625793]
+Labels: ['Cancer']
+Scores: [0.5059872269630432]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5376927852630615]
+Labels: ['Cardiovascular diseases']
+Scores: [0.621691882610321]
+Labels: ['Mental Health']
+Scores: [0.47767892479896545]
+Labels: ['Diabetes type 1']
+Scores: [0.6738197803497314]
+Labels: ['Diabetes type 2']
+Scores: [0.671839714050293]
+Combination: 
+"Diabetes": 0.44972123950719833
+"Diabetes type 1": 0.421576626598835
+"Diabetes type 2": 0.4191147983074188
+"Cardiovascular diseases": 0.38048820197582245
+"Mental Health": 0.2958776131272316
+"Chronic respiratory disease": 0.3249605931341648
+"Cancer": 0.3061218485236168
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.40715599060058594, 0.20337049663066864, 0.15923088788986206, 0.09161409735679626, 0.0705052837729454, 0.040972720831632614, 0.02715049870312214]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7957999110221863]
+Labels: ['Cancer']
+Scores: [0.1460667848587036]
+Labels: ['Chronic respiratory disease']
+Scores: [0.09694656729698181]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3646591603755951]
+Labels: ['Mental Health']
+Scores: [0.1041884496808052]
+Labels: ['Diabetes type 1']
+Scores: [0.6593867540359497]
+Labels: ['Diabetes type 2']
+Scores: [0.5463914275169373]
+Combination: 
+"Diabetes": 0.6014779508113861
+"Diabetes type 1": 0.4313786253333092
+"Diabetes type 2": 0.35281115770339966
+"Cardiovascular diseases": 0.22813662886619568
+"Mental Health": 0.0873468667268753
+"Cancer": 0.09351975284516811
+"Chronic respiratory disease": 0.062048533000051975
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.33473846316337585, 0.1888851672410965, 0.18088753521442413, 0.10645262897014618, 0.09906261414289474, 0.04963994026184082, 0.04033368080854416]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6274466514587402]
+Labels: ['Cancer']
+Scores: [0.04034939780831337]
+Labels: ['Chronic respiratory disease']
+Scores: [0.020145844668149948]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1103903129696846]
+Labels: ['Mental Health']
+Scores: [0.062355805188417435]
+Labels: ['Diabetes type 1']
+Scores: [0.4684147834777832]
+Labels: ['Diabetes type 2']
+Scores: [0.4533825218677521]
+Combination: 
+"Diabetes": 0.48109255731105804
+"Diabetes type 1": 0.32864997535943985
+"Diabetes type 2": 0.3171350285410881
+"Cardiovascular diseases": 0.10842147096991539
+"Mental Health": 0.08070920966565609
+"Cancer": 0.044994669035077095
+"Chronic respiratory disease": 0.030239762738347054
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.43462303280830383, 0.19638849794864655, 0.15169711410999298, 0.07214271277189255, 0.05993790924549103, 0.05285734310746193, 0.03235342353582382]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9054336547851562]
+Labels: ['Cancer']
+Scores: [0.3119301497936249]
+Labels: ['Chronic respiratory disease']
+Scores: [0.1884484440088272]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3783814013004303]
+Labels: ['Mental Health']
+Scores: [0.1706426590681076]
+Labels: ['Diabetes type 1']
+Scores: [0.7478923201560974]
+Labels: ['Diabetes type 2']
+Scores: [0.6598306894302368]
+Combination: 
+"Diabetes": 0.67002834379673
+"Diabetes type 1": 0.472140409052372
+"Diabetes type 2": 0.4057639017701149
+"Mental Health": 0.12139268592000008
+"Cardiovascular diseases": 0.21915965527296066
+"Cancer": 0.1823937464505434
+"Chronic respiratory disease": 0.11040093377232552
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.4790068566799164, 0.3297833800315857, 0.09039047360420227, 0.05099277198314667, 0.025529731065034866, 0.014857199043035507, 0.009439554996788502]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9035160541534424]
+Labels: ['Cancer']
+Scores: [0.07353188097476959]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0075059495866298676]
+Labels: ['Cardiovascular diseases']
+Scores: [0.15542003512382507]
+Labels: ['Mental Health']
+Scores: [0.016169872134923935]
+Labels: ['Diabetes type 1']
+Scores: [0.9392569065093994]
+Labels: ['Diabetes type 2']
+Scores: [0.38673707842826843]
+Combination: 
+"Diabetes type 1": 0.7091318815946579
+"Diabetes": 0.616649717092514
+"Diabetes type 2": 0.23856377601623535
+"Cardiovascular diseases": 0.10320640355348587
+"Cancer": 0.04953080601990223
+"Mental Health": 0.015513535588979721
+"Chronic respiratory disease": 0.008472752291709185
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.28868064284324646, 0.21363937854766846, 0.19067835807800293, 0.13338102400302887, 0.07710868865251541, 0.055425308644771576, 0.04108653962612152]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.3884313106536865]
+Labels: ['Cancer']
+Scores: [0.15239788591861725]
+Labels: ['Chronic respiratory disease']
+Scores: [0.07544471323490143]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5487253069877625]
+Labels: ['Mental Health']
+Scores: [0.04794425517320633]
+Labels: ['Diabetes type 1']
+Scores: [0.40707576274871826]
+Labels: ['Diabetes type 2']
+Scores: [0.2633655071258545]
+Combination: 
+"Cardiovascular diseases": 0.41870297491550446
+"Diabetes type 1": 0.31035757064819336
+"Diabetes": 0.2895548343658447
+"Diabetes type 2": 0.19837326556444168
+"Cancer": 0.11475328728556633
+"Mental Health": 0.05168478190898895
+"Chronic respiratory disease": 0.058265626430511475
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Multi-label classification:
+Labels: ['Mental Health', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease']
+Scores: [0.198990598320961, 0.15262874960899353, 0.14592337608337402, 0.1339162141084671, 0.13176411390304565, 0.12301769107580185, 0.11375922709703445]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.10882342606782913]
+Labels: ['Cancer']
+Scores: [0.18538446724414825]
+Labels: ['Chronic respiratory disease']
+Scores: [0.16538488864898682]
+Labels: ['Cardiovascular diseases']
+Scores: [0.2514077126979828]
+Labels: ['Mental Health']
+Scores: [0.14751768112182617]
+Labels: ['Diabetes type 1']
+Scores: [0.13032308220863342]
+Labels: ['Diabetes type 2']
+Scores: [0.13051633536815643]
+Combination: 
+"Mental Health": 0.17325413972139359
+"Cardiovascular diseases": 0.20201823115348816
+"Cancer": 0.16565392166376114
+"Diabetes type 1": 0.13211964815855026
+"Diabetes": 0.1202937699854374
+"Diabetes type 2": 0.12676701322197914
+"Chronic respiratory disease": 0.13957205787301064
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.15944091975688934, 0.15595538914203644, 0.15162035822868347, 0.1385885775089264, 0.13503657281398773, 0.12991014122962952, 0.1294480413198471]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.30820223689079285]
+Labels: ['Cancer']
+Scores: [0.2573493719100952]
+Labels: ['Chronic respiratory disease']
+Scores: [0.26345041394233704]
+Labels: ['Cardiovascular diseases']
+Scores: [0.285218745470047]
+Labels: ['Mental Health']
+Scores: [0.2679261863231659]
+Labels: ['Diabetes type 1']
+Scores: [0.3219224810600281]
+Labels: ['Diabetes type 2']
+Scores: [0.3270304203033447]
+Combination: 
+"Diabetes type 2": 0.24323567003011703
+"Diabetes type 1": 0.23893893510103226
+"Diabetes": 0.22991129755973816
+"Cardiovascular diseases": 0.2119036614894867
+"Mental Health": 0.2014813795685768
+"Chronic respiratory disease": 0.19668027758598328
+"Cancer": 0.19339870661497116
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.21131034195423126, 0.20398090779781342, 0.19012652337551117, 0.10199358314275742, 0.09949885308742523, 0.0972655862569809, 0.095824234187603]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.19773051142692566]
+Labels: ['Cancer']
+Scores: [0.09821604192256927]
+Labels: ['Chronic respiratory disease']
+Scores: [0.08699342608451843]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1245637834072113]
+Labels: ['Mental Health']
+Scores: [0.08138609677553177]
+Labels: ['Diabetes type 1']
+Scores: [0.21959659457206726]
+Labels: ['Diabetes type 2']
+Scores: [0.2219531536102295]
+Combination: 
+"Diabetes type 1": 0.21545346826314926
+"Diabetes type 2": 0.21296703070402145
+"Diabetes": 0.19392851740121841
+"Cardiovascular diseases": 0.11327868327498436
+"Cancer": 0.09885744750499725
+"Mental Health": 0.08932584151625633
+"Chronic respiratory disease": 0.09140883013606071
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.40197548270225525, 0.27856871485710144, 0.13647876679897308, 0.06265349686145782, 0.04625719040632248, 0.04272055625915527, 0.03134572133421898]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.819330096244812]
+Labels: ['Cancer']
+Scores: [0.11739303171634674]
+Labels: ['Chronic respiratory disease']
+Scores: [0.026229949668049812]
+Labels: ['Cardiovascular diseases']
+Scores: [0.09946253150701523]
+Labels: ['Mental Health']
+Scores: [0.05844097211956978]
+Labels: ['Diabetes type 1']
+Scores: [0.8881788849830627]
+Labels: ['Diabetes type 2']
+Scores: [0.486884742975235]
+Combination: 
+"Diabetes type 1": 0.645077183842659
+"Diabetes": 0.5489494055509567
+"Diabetes type 2": 0.31168175488710403
+"Cardiovascular diseases": 0.08105801418423653
+"Mental Health": 0.05234908126294613
+"Cancer": 0.08005679398775101
+"Chronic respiratory disease": 0.028787835501134396
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Multi-label classification:
+Labels: ['Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1']
+Scores: [0.2123931348323822, 0.1967221200466156, 0.1764245480298996, 0.145655557513237, 0.09193715453147888, 0.08931013941764832, 0.0875573679804802]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.009740464389324188]
+Labels: ['Cancer']
+Scores: [0.04007769003510475]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03132966160774231]
+Labels: ['Cardiovascular diseases']
+Scores: [0.04852427542209625]
+Labels: ['Mental Health']
+Scores: [0.018747949972748756]
+Labels: ['Diabetes type 1']
+Scores: [0.008518054150044918]
+Labels: ['Diabetes type 2']
+Scores: [0.010401756502687931]
+Combination: 
+"Mental Health": 0.11557054240256548
+"Chronic respiratory disease": 0.11402589082717896
+"Cardiovascular diseases": 0.11247441172599792
+"Cancer": 0.09286662377417088
+"Diabetes": 0.050838809460401535
+"Diabetes type 2": 0.04985594796016812
+"Diabetes type 1": 0.048037711065262556
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'COVID-19', 'Male', 'Female', 'Middle Aged', 'Retrospective Studies', 'Pakistan', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Adult', 'SARS-CoV-2', 'Survival Rate', 'Incidence']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.41736477613449097, 0.38455861806869507, 0.0604468509554863, 0.0508614219725132, 0.03656915947794914, 0.029318902641534805, 0.020880315452814102]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.07408370077610016]
+Labels: ['Cancer']
+Scores: [0.0457661896944046]
+Labels: ['Chronic respiratory disease']
+Scores: [0.027591954916715622]
+Labels: ['Cardiovascular diseases']
+Scores: [0.06728854775428772]
+Labels: ['Mental Health']
+Scores: [0.020675135776400566]
+Labels: ['Diabetes type 1']
+Scores: [0.5325283408164978]
+Labels: ['Diabetes type 2']
+Scores: [0.48278194665908813]
+Combination: 
+"Diabetes type 1": 0.4749465584754944
+"Diabetes type 2": 0.4336702823638916
+"Diabetes": 0.06726527586579323
+"Mental Health": 0.03576827887445688
+"Cardiovascular diseases": 0.05192885361611843
+"Cancer": 0.037542546167969704
+"Chronic respiratory disease": 0.024236135184764862
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658119
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'Diabetes Mellitus, Type 1', 'Child', 'Male', 'Female', 'Retrospective Studies', 'Adolescent', 'Saudi Arabia', 'Child, Preschool', 'Incidence', 'Polyuria', 'Abdominal Pain', 'Polydipsia', 'Vomiting', 'Age Factors', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.31226104497909546, 0.23680147528648376, 0.20117834210395813, 0.14304205775260925, 0.038596294820308685, 0.03560429811477661, 0.032516539096832275]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6382779479026794]
+Labels: ['Cancer']
+Scores: [0.5503222942352295]
+Labels: ['Chronic respiratory disease']
+Scores: [0.15211501717567444]
+Labels: ['Cardiovascular diseases']
+Scores: [0.19568109512329102]
+Labels: ['Mental Health']
+Scores: [0.04861418902873993]
+Labels: ['Diabetes type 1']
+Scores: [0.7635096907615662]
+Labels: ['Diabetes type 2']
+Scores: [0.6713066101074219]
+Combination: 
+"Diabetes type 1": 0.5378853678703308
+"Diabetes type 2": 0.4540540426969528
+"Diabetes": 0.4197281450033188
+"Cancer": 0.3466821759939194
+"Cardiovascular diseases": 0.11713869497179985
+"Mental Health": 0.04210924357175827
+"Chronic respiratory disease": 0.09231577813625336
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658013
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Adolescent', 'Female', 'Male', 'Self Efficacy', 'Quality of Life', 'Jordan', 'Glycemic Control', 'Empowerment', 'Glycated Hemoglobin', 'Child']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.43985220789909363, 0.24446111917495728, 0.16325914859771729, 0.04709234833717346, 0.046702053397893906, 0.04486073553562164, 0.013772444799542427]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8517727851867676]
+Labels: ['Cancer']
+Scores: [0.21913088858127594]
+Labels: ['Chronic respiratory disease']
+Scores: [0.028001347556710243]
+Labels: ['Cardiovascular diseases']
+Scores: [0.20088453590869904]
+Labels: ['Mental Health']
+Scores: [0.11732543259859085]
+Labels: ['Diabetes type 1']
+Scores: [0.9227202534675598]
+Labels: ['Diabetes type 2']
+Scores: [0.6015504598617554]
+Combination: 
+"Diabetes type 1": 0.6812862306833267
+"Diabetes": 0.5481169521808624
+"Diabetes type 2": 0.38240480422973633
+"Mental Health": 0.08220889046788216
+"Cancer": 0.13291647098958492
+"Cardiovascular diseases": 0.12287263572216034
+"Chronic respiratory disease": 0.020886896178126335
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39653802
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Exercise', 'Insulin Infusion Systems', 'Insulin', 'Adolescent', 'Child', 'Hypoglycemic Agents', 'Europe', 'Blood Glucose', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.1954585760831833, 0.19540350139141083, 0.1626671701669693, 0.13876022398471832, 0.1074243113398552, 0.1020391508936882, 0.09824706614017487]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9193949103355408]
+Labels: ['Cancer']
+Scores: [0.827290415763855]
+Labels: ['Chronic respiratory disease']
+Scores: [0.843412458896637]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8578334450721741]
+Labels: ['Mental Health']
+Scores: [0.8299688100814819]
+Labels: ['Diabetes type 1']
+Scores: [0.9172874093055725]
+Labels: ['Diabetes type 2']
+Scores: [0.895176887512207]
+Combination: 
+"Diabetes": 0.557426743209362
+"Diabetes type 1": 0.5563454553484917
+"Diabetes type 2": 0.5289220288395882
+"Mental Health": 0.48436451703310013
+"Cardiovascular diseases": 0.48262887820601463
+"Cancer": 0.4646647833287716
+"Chronic respiratory disease": 0.4708297625184059
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39652177
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Dermatitis, Atopic', 'Comorbidity', 'Risk Factors', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus', 'Child', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.2328062802553177, 0.2020265758037567, 0.14708447456359863, 0.1251199096441269, 0.11330906301736832, 0.10079910606145859, 0.07885460555553436]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.30254340171813965]
+Labels: ['Cancer']
+Scores: [0.3640969395637512]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4766896665096283]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3425799012184143]
+Labels: ['Mental Health']
+Scores: [0.11532718688249588]
+Labels: ['Diabetes type 1']
+Scores: [0.622690737247467]
+Labels: ['Diabetes type 2']
+Scores: [0.5885661244392395]
+Combination: 
+"Diabetes type 1": 0.42774850875139236
+"Diabetes type 2": 0.3952963501214981
+"Mental Health": 0.13120583072304726
+"Diabetes": 0.21383165568113327
+"Chronic respiratory disease": 0.2949993647634983
+"Cancer": 0.2324480228126049
+"Cardiovascular diseases": 0.21071725338697433
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39649224
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Genetic Predisposition to Disease', 'Genome-Wide Association Study', 'Glycated Hemoglobin', 'Mendelian Randomization Analysis', 'Polymorphism, Single Nucleotide', 'Spondylitis, Ankylosing']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.4326641261577606, 0.18433332443237305, 0.15354615449905396, 0.07920357584953308, 0.06718447059392929, 0.04451781511306763, 0.038550492376089096]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7993682026863098]
+Labels: ['Cancer']
+Scores: [0.11415234208106995]
+Labels: ['Chronic respiratory disease']
+Scores: [0.10214606672525406]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1856093406677246]
+Labels: ['Mental Health']
+Scores: [0.09732206910848618]
+Labels: ['Diabetes type 1']
+Scores: [0.6328864693641663]
+Labels: ['Diabetes type 2']
+Scores: [0.561784029006958]
+Combination: 
+"Diabetes": 0.6160161644220352
+"Diabetes type 1": 0.40860989689826965
+"Diabetes type 2": 0.357665091753006
+"Mental Health": 0.08826282247900963
+"Cardiovascular diseases": 0.12639690563082695
+"Chronic respiratory disease": 0.07333194091916084
+"Cancer": 0.07635141722857952
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39645243
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Insulin-Secreting Cells', 'Animals', 'Drug Development', 'Insulin Secretion', 'Insulin', 'Disease Progression', 'Glycemic Control']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.4193681478500366, 0.2890319526195526, 0.1778087466955185, 0.03659987822175026, 0.03515186160802841, 0.022592714056372643, 0.01944674924015999]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.681090772151947]
+Labels: ['Cancer']
+Scores: [0.06201928108930588]
+Labels: ['Chronic respiratory disease']
+Scores: [0.086429163813591]
+Labels: ['Cardiovascular diseases']
+Scores: [0.19104118645191193]
+Labels: ['Mental Health']
+Scores: [0.06165280565619469]
+Labels: ['Diabetes type 1']
+Scores: [0.7879471778869629]
+Labels: ['Diabetes type 2']
+Scores: [0.5079275965690613]
+Combination: 
+"Diabetes type 1": 0.6036576628684998
+"Diabetes": 0.4850613623857498
+"Diabetes type 2": 0.3428681716322899
+"Cardiovascular diseases": 0.11382053233683109
+"Mental Health": 0.04840233363211155
+"Chronic respiratory disease": 0.05451093893498182
+"Cancer": 0.04073301516473293
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39644976
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Diving', 'Adult', 'Hypoglycemia', 'Male', 'Female', 'Blood Glucose', 'Young Adult', 'Blood Glucose Self-Monitoring', 'Glycated Hemoglobin', 'Adolescent', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.3757314383983612, 0.30920055508613586, 0.1487443894147873, 0.060562506318092346, 0.047916512936353683, 0.034065213054418564, 0.023779354989528656]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8139474987983704]
+Labels: ['Cancer']
+Scores: [0.16791045665740967]
+Labels: ['Chronic respiratory disease']
+Scores: [0.060922443866729736]
+Labels: ['Cardiovascular diseases']
+Scores: [0.32814309000968933]
+Labels: ['Mental Health']
+Scores: [0.05956035479903221]
+Labels: ['Diabetes type 1']
+Scores: [0.8512709736824036]
+Labels: ['Diabetes type 2']
+Scores: [0.5193374752998352]
+Combination: 
+"Diabetes type 1": 0.6135012060403824
+"Diabetes": 0.5615740269422531
+"Diabetes type 2": 0.33404093235731125
+"Cardiovascular diseases": 0.19435279816389084
+"Cancer": 0.10791348479688168
+"Mental Health": 0.04681278392672539
+"Chronic respiratory disease": 0.042350899428129196
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39642862
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Diabetes Mellitus, Type 1', 'Humans', 'Islets of Langerhans Transplantation', 'Induced Pluripotent Stem Cells', 'Islets of Langerhans', 'Animals']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.45989954471588135, 0.34221741557121277, 0.12734195590019226, 0.022862764075398445, 0.019871385768055916, 0.01927497796714306, 0.008532052859663963]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9410375952720642]
+Labels: ['Cancer']
+Scores: [0.09616871178150177]
+Labels: ['Chronic respiratory disease']
+Scores: [0.011549127288162708]
+Labels: ['Cardiovascular diseases']
+Scores: [0.07798196375370026]
+Labels: ['Mental Health']
+Scores: [0.03315672650933266]
+Labels: ['Diabetes type 1']
+Scores: [0.953122079372406]
+Labels: ['Diabetes type 2']
+Scores: [0.6337395906448364]
+Combination: 
+"Diabetes type 1": 0.7065108120441437
+"Diabetes": 0.6416275054216385
+"Diabetes type 2": 0.38054077327251434
+"Cardiovascular diseases": 0.05042236391454935
+"Cancer": 0.05802004877477884
+"Mental Health": 0.026215852238237858
+"Chronic respiratory disease": 0.010040590073913336
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39639901
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Cost-Benefit Analysis', 'Diabetes Mellitus, Type 2', 'Patient Education as Topic', 'Diabetes Mellitus, Type 1']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.2922421097755432, 0.28619229793548584, 0.26146960258483887, 0.05314446985721588, 0.03917728364467621, 0.03414018079638481, 0.03363409638404846]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9564740657806396]
+Labels: ['Cancer']
+Scores: [0.5409412384033203]
+Labels: ['Chronic respiratory disease']
+Scores: [0.538438081741333]
+Labels: ['Cardiovascular diseases']
+Scores: [0.45899292826652527]
+Labels: ['Mental Health']
+Scores: [0.29374879598617554]
+Labels: ['Diabetes type 1']
+Scores: [0.9349835515022278]
+Labels: ['Diabetes type 2']
+Scores: [0.9426398873329163]
+Combination: 
+"Diabetes": 0.6243580877780914
+"Diabetes type 2": 0.614416092634201
+"Diabetes type 1": 0.5982265770435333
+"Mental Health": 0.1734466329216957
+"Cancer": 0.29005926102399826
+"Chronic respiratory disease": 0.2862891312688589
+"Cardiovascular diseases": 0.24631351232528687
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39636437
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'T-Lymphocytes, Regulatory', 'Mice, Inbred NOD', 'Mice', 'Female', 'Diabetes Mellitus, Type 1', 'Antigens, Differentiation, T-Lymphocyte', 'Antibodies, Monoclonal']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.2946148216724396, 0.20820115506649017, 0.17349225282669067, 0.11586897075176239, 0.11228973418474197, 0.0548039972782135, 0.04072902351617813]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5184037685394287]
+Labels: ['Cancer']
+Scores: [0.12851248681545258]
+Labels: ['Chronic respiratory disease']
+Scores: [0.07424302399158478]
+Labels: ['Cardiovascular diseases']
+Scores: [0.30652472376823425]
+Labels: ['Mental Health']
+Scores: [0.11519163101911545]
+Labels: ['Diabetes type 1']
+Scores: [0.6507017016410828]
+Labels: ['Diabetes type 2']
+Scores: [0.465013712644577]
+Combination: 
+"Diabetes type 1": 0.47265826165676117
+"Diabetes": 0.36330246180295944
+"Diabetes type 2": 0.31925298273563385
+"Mental Health": 0.11553030088543892
+"Cardiovascular diseases": 0.2094072289764881
+"Cancer": 0.09165824204683304
+"Chronic respiratory disease": 0.057486023753881454
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39632776
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.16229650378227234, 0.1506664901971817, 0.1482035368680954, 0.13704624772071838, 0.13670818507671356, 0.13390938937664032, 0.13116970658302307]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.823013424873352]
+Labels: ['Cancer']
+Scores: [0.79041588306427]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7841889262199402]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7906497120857239]
+Labels: ['Mental Health']
+Scores: [0.7674933075904846]
+Labels: ['Diabetes type 1']
+Scores: [0.8130643367767334]
+Labels: ['Diabetes type 2']
+Scores: [0.8095544576644897]
+Combination: 
+"Diabetes": 0.4926549643278122
+"Diabetes type 1": 0.48186541348695755
+"Diabetes type 2": 0.47887899726629257
+"Cancer": 0.4637310653924942
+"Cardiovascular diseases": 0.4636789485812187
+"Chronic respiratory disease": 0.45904915779829025
+"Mental Health": 0.44933150708675385
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.30751773715019226, 0.30604448914527893, 0.21365872025489807, 0.09515464305877686, 0.04076706990599632, 0.019132889807224274, 0.017724469304084778]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6199918985366821]
+Labels: ['Cancer']
+Scores: [0.025772932916879654]
+Labels: ['Chronic respiratory disease']
+Scores: [0.022864930331707]
+Labels: ['Cardiovascular diseases']
+Scores: [0.22420139610767365]
+Labels: ['Mental Health']
+Scores: [0.029894886538386345]
+Labels: ['Diabetes type 1']
+Scores: [0.6677932143211365]
+Labels: ['Diabetes type 2']
+Scores: [0.6770599484443665]
+Combination: 
+"Diabetes type 2": 0.49228884279727936
+"Diabetes type 1": 0.4869188517332077
+"Diabetes": 0.4168253093957901
+"Cardiovascular diseases": 0.15967801958322525
+"Mental Health": 0.035330978222191334
+"Chronic respiratory disease": 0.020998910069465637
+"Cancer": 0.021748701110482216
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.2683662176132202, 0.25411325693130493, 0.2528173625469208, 0.06327144801616669, 0.05883273109793663, 0.05384889617562294, 0.048750054091215134]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6771340370178223]
+Labels: ['Cancer']
+Scores: [0.16709591448307037]
+Labels: ['Chronic respiratory disease']
+Scores: [0.18190151453018188]
+Labels: ['Cardiovascular diseases']
+Scores: [0.18286767601966858]
+Labels: ['Mental Health']
+Scores: [0.05975902080535889]
+Labels: ['Diabetes type 1']
+Scores: [0.6415100693702698]
+Labels: ['Diabetes type 2']
+Scores: [0.6130504012107849]
+Combination: 
+"Diabetes type 1": 0.454938143491745
+"Diabetes type 2": 0.4335818290710449
+"Diabetes": 0.4649756997823715
+"Mental Health": 0.06151523441076279
+"Cardiovascular diseases": 0.1208502035588026
+"Cancer": 0.11047240532934666
+"Chronic respiratory disease": 0.11532578431069851
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1']
+Scores: [0.3356737196445465, 0.33223870396614075, 0.11371400207281113, 0.07093203812837601, 0.05154968798160553, 0.04824640229344368, 0.047645360231399536]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.0012482032179832458]
+Labels: ['Cancer']
+Scores: [0.002612490439787507]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005476172547787428]
+Labels: ['Cardiovascular diseases']
+Scores: [0.04256846383213997]
+Labels: ['Mental Health']
+Scores: [0.005753416568040848]
+Labels: ['Diabetes type 1']
+Scores: [0.001161484164185822]
+Labels: ['Diabetes type 2']
+Scores: [0.0013017641613259912]
+Combination: 
+"Cardiovascular diseases": 0.18912109173834324
+"Mental Health": 0.1689960602670908
+"Chronic respiratory disease": 0.05959508731029928
+"Cancer": 0.03677226428408176
+"Diabetes": 0.026398945599794388
+"Diabetes type 2": 0.024774083227384835
+"Diabetes type 1": 0.02440342219779268
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Multi-label classification:
+Labels: ['Mental Health', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Diabetes type 2', 'Diabetes']
+Scores: [0.3306049704551697, 0.23250430822372437, 0.1482352316379547, 0.0796423926949501, 0.07538869976997375, 0.07535403221845627, 0.058270469307899475]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.002253682119771838]
+Labels: ['Cancer']
+Scores: [0.055335644632577896]
+Labels: ['Chronic respiratory disease']
+Scores: [0.002474157139658928]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014137959107756615]
+Labels: ['Mental Health']
+Scores: [0.017626194283366203]
+Labels: ['Diabetes type 1']
+Scores: [0.002093866467475891]
+Labels: ['Diabetes type 2']
+Scores: [0.0021273947786539793]
+Combination: 
+"Mental Health": 0.17411558236926794
+"Cancer": 0.14391997642815113
+"Cardiovascular diseases": 0.08118659537285566
+"Chronic respiratory disease": 0.041058274917304516
+"Diabetes type 1": 0.03874128311872482
+"Diabetes type 2": 0.038740713498555124
+"Diabetes": 0.030262075713835657
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.259072870016098, 0.2244054526090622, 0.20427082479000092, 0.12948039174079895, 0.08199679851531982, 0.052912529557943344, 0.047861166298389435]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.43771377205848694]
+Labels: ['Cancer']
+Scores: [0.09415291249752045]
+Labels: ['Chronic respiratory disease']
+Scores: [0.09621959924697876]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3466828167438507]
+Labels: ['Mental Health']
+Scores: [0.07035215198993683]
+Labels: ['Diabetes type 1']
+Scores: [0.419601172208786]
+Labels: ['Diabetes type 2']
+Scores: [0.45744869112968445]
+Combination: 
+"Diabetes type 2": 0.35826078057289124
+"Diabetes type 1": 0.3220033124089241
+"Diabetes": 0.3209922984242439
+"Cardiovascular diseases": 0.23808160424232483
+"Mental Health": 0.07617447525262833
+"Cancer": 0.0735327210277319
+"Chronic respiratory disease": 0.0720403827726841
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.325608491897583, 0.25856515765190125, 0.22796477377414703, 0.08360011130571365, 0.04210929200053215, 0.03190670534968376, 0.030245408415794373]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8234957456588745]
+Labels: ['Cancer']
+Scores: [0.1150946244597435]
+Labels: ['Chronic respiratory disease']
+Scores: [0.15464703738689423]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3858056664466858]
+Labels: ['Mental Health']
+Scores: [0.0928545594215393]
+Labels: ['Diabetes type 1']
+Scores: [0.6769241690635681]
+Labels: ['Diabetes type 2']
+Scores: [0.6106225252151489]
+Combination: 
+"Diabetes": 0.5745521187782288
+"Diabetes type 1": 0.4677446633577347
+"Diabetes type 2": 0.419293649494648
+"Cardiovascular diseases": 0.23470288887619972
+"Chronic respiratory disease": 0.09837816469371319
+"Cancer": 0.07350066490471363
+"Mental Health": 0.06154998391866684
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.31211066246032715, 0.2957528531551361, 0.2208309918642044, 0.07658247649669647, 0.03926454856991768, 0.028682930395007133, 0.02677561156451702]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.871118426322937]
+Labels: ['Cancer']
+Scores: [0.09002815186977386]
+Labels: ['Chronic respiratory disease']
+Scores: [0.06534963846206665]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3678094148635864]
+Labels: ['Mental Health']
+Scores: [0.06525800377130508]
+Labels: ['Diabetes type 1']
+Scores: [0.6891956329345703]
+Labels: ['Diabetes type 2']
+Scores: [0.8013853430747986]
+Combination: 
+"Diabetes type 2": 0.5567480027675629
+"Diabetes": 0.5834356397390366
+"Diabetes type 1": 0.45501331239938736
+"Cardiovascular diseases": 0.22219594568014145
+"Mental Health": 0.05226127617061138
+"Cancer": 0.0593555411323905
+"Chronic respiratory disease": 0.046062625013291836
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.15872004628181458, 0.15633390843868256, 0.15447305142879486, 0.13466966152191162, 0.13464897871017456, 0.1331396996974945, 0.1280146837234497]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8219964504241943]
+Labels: ['Cancer']
+Scores: [0.786532998085022]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7887696623802185]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7877878546714783]
+Labels: ['Mental Health']
+Scores: [0.7491805553436279]
+Labels: ['Diabetes type 1']
+Scores: [0.8193536400794983]
+Labels: ['Diabetes type 2']
+Scores: [0.8194044232368469]
+Combination: 
+"Diabetes": 0.49035824835300446
+"Diabetes type 2": 0.48786916583776474
+"Diabetes type 1": 0.4869133457541466
+"Cancer": 0.4606013298034668
+"Mental Health": 0.44191476702690125
+"Chronic respiratory disease": 0.4609546810388565
+"Cardiovascular diseases": 0.457901269197464
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.40262091159820557, 0.2637229859828949, 0.2104024589061737, 0.05772504583001137, 0.02294960618019104, 0.021762698888778687, 0.020816313102841377]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8545193672180176]
+Labels: ['Cancer']
+Scores: [0.14924056828022003]
+Labels: ['Chronic respiratory disease']
+Scores: [0.11591090261936188]
+Labels: ['Cardiovascular diseases']
+Scores: [0.14110462367534637]
+Labels: ['Mental Health']
+Scores: [0.09775595366954803]
+Labels: ['Diabetes type 1']
+Scores: [0.7287520170211792]
+Labels: ['Diabetes type 2']
+Scores: [0.7771486043930054]
+Combination: 
+"Diabetes": 0.6285701394081116
+"Diabetes type 2": 0.5204357951879501
+"Diabetes type 1": 0.46957723796367645
+"Mental Health": 0.0777404997497797
+"Cancer": 0.08609508723020554
+"Chronic respiratory disease": 0.06883680075407028
+"Cardiovascular diseases": 0.08096046838909388
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.39930739998817444, 0.22611017525196075, 0.20721465349197388, 0.0674206018447876, 0.037313155829906464, 0.033408887684345245, 0.029225150123238564]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7976856231689453]
+Labels: ['Cancer']
+Scores: [0.1370416283607483]
+Labels: ['Chronic respiratory disease']
+Scores: [0.09711246192455292]
+Labels: ['Cardiovascular diseases']
+Scores: [0.27585044503211975]
+Labels: ['Mental Health']
+Scores: [0.09288181364536285]
+Labels: ['Diabetes type 1']
+Scores: [0.7270452380180359]
+Labels: ['Diabetes type 2']
+Scores: [0.8978277444839478]
+Combination: 
+"Diabetes type 2": 0.6485675722360611
+"Diabetes": 0.511897899210453
+"Diabetes type 1": 0.4671299457550049
+"Cardiovascular diseases": 0.17163552343845367
+"Mental Health": 0.06509748473763466
+"Cancer": 0.08522525802254677
+"Chronic respiratory disease": 0.06316880602389574
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.3010883331298828, 0.2789430022239685, 0.276304692029953, 0.046332135796546936, 0.04231866076588631, 0.035885028541088104, 0.019128188490867615]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8168053030967712]
+Labels: ['Cancer']
+Scores: [0.03238663077354431]
+Labels: ['Chronic respiratory disease']
+Scores: [0.006703246384859085]
+Labels: ['Cardiovascular diseases']
+Scores: [0.03778025507926941]
+Labels: ['Mental Health']
+Scores: [0.027744537219405174]
+Labels: ['Diabetes type 1']
+Scores: [0.7745848894119263]
+Labels: ['Diabetes type 2']
+Scores: [0.7901028394699097]
+Combination: 
+"Diabetes": 0.558946818113327
+"Diabetes type 1": 0.5267639458179474
+"Diabetes type 2": 0.5332037657499313
+"Cardiovascular diseases": 0.04205619543790817
+"Mental Health": 0.03503159899264574
+"Cancer": 0.03413582965731621
+"Chronic respiratory disease": 0.01291571743786335
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.37639668583869934, 0.22985216975212097, 0.20118466019630432, 0.06668824702501297, 0.05817204713821411, 0.03666070103645325, 0.03104551136493683]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6995579600334167]
+Labels: ['Cancer']
+Scores: [0.06374003738164902]
+Labels: ['Chronic respiratory disease']
+Scores: [0.062346406280994415]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1489025205373764]
+Labels: ['Mental Health']
+Scores: [0.09602421522140503]
+Labels: ['Diabetes type 1']
+Scores: [0.6747898459434509]
+Labels: ['Diabetes type 2']
+Scores: [0.857801079750061]
+Combination: 
+"Diabetes type 2": 0.6170988827943802
+"Diabetes type 1": 0.45232100784778595
+"Diabetes": 0.45037131011486053
+"Cardiovascular diseases": 0.10779538378119469
+"Mental Health": 0.07709813117980957
+"Chronic respiratory disease": 0.04950355365872383
+"Cancer": 0.04739277437329292
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.29944348335266113, 0.23104944825172424, 0.2296496480703354, 0.11112619191408157, 0.044015925377607346, 0.043564509600400925, 0.0411507673561573]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7945495843887329]
+Labels: ['Cancer']
+Scores: [0.34055086970329285]
+Labels: ['Chronic respiratory disease']
+Scores: [0.3889571726322174]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6609967350959778]
+Labels: ['Mental Health']
+Scores: [0.17790094017982483]
+Labels: ['Diabetes type 1']
+Scores: [0.8099132776260376]
+Labels: ['Diabetes type 2']
+Scores: [0.8494251370429993]
+Combination: 
+"Diabetes type 2": 0.5744343101978302
+"Diabetes": 0.5127995163202286
+"Diabetes type 1": 0.5197814628481865
+"Cardiovascular diseases": 0.3860614635050297
+"Cancer": 0.1922833975404501
+"Mental Health": 0.11073272489011288
+"Chronic respiratory disease": 0.21505396999418736
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Mental Health']
+Scores: [0.19003227353096008, 0.18862199783325195, 0.17315055429935455, 0.16545267403125763, 0.10212427377700806, 0.10099618136882782, 0.07962203025817871]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.854964017868042]
+Labels: ['Cancer']
+Scores: [0.72911536693573]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7165577411651611]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8723957538604736]
+Labels: ['Mental Health']
+Scores: [0.5180543065071106]
+Labels: ['Diabetes type 1']
+Scores: [0.846092939376831]
+Labels: ['Diabetes type 2']
+Scores: [0.868209183216095]
+Combination: 
+"Cardiovascular diseases": 0.5312140136957169
+"Diabetes type 2": 0.5284155905246735
+"Diabetes": 0.5140572860836983
+"Diabetes type 1": 0.5057728067040443
+"Chronic respiratory disease": 0.4093410074710846
+"Cancer": 0.4150557741522789
+"Mental Health": 0.29883816838264465
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.37586310505867004, 0.20680813491344452, 0.1594337522983551, 0.07994146645069122, 0.07147707790136337, 0.06295278668403625, 0.04352361708879471]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7739118337631226]
+Labels: ['Cancer']
+Scores: [0.13872815668582916]
+Labels: ['Chronic respiratory disease']
+Scores: [0.11595509201288223]
+Labels: ['Cardiovascular diseases']
+Scores: [0.2402191162109375]
+Labels: ['Mental Health']
+Scores: [0.058586567640304565]
+Labels: ['Diabetes type 1']
+Scores: [0.5792765021324158]
+Labels: ['Diabetes type 2']
+Scores: [0.4835655987262726]
+Combination: 
+"Diabetes": 0.5748874694108963
+"Diabetes type 1": 0.39304231852293015
+"Diabetes type 2": 0.32149967551231384
+"Cardiovascular diseases": 0.16008029133081436
+"Mental Health": 0.06503182277083397
+"Cancer": 0.10084047168493271
+"Chronic respiratory disease": 0.07973935455083847
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.286835640668869, 0.25213003158569336, 0.1952570080757141, 0.08015216886997223, 0.07489590346813202, 0.05909678339958191, 0.05163247883319855]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.05749446898698807]
+Labels: ['Cancer']
+Scores: [0.023605788126587868]
+Labels: ['Chronic respiratory disease']
+Scores: [0.01121904794126749]
+Labels: ['Cardiovascular diseases']
+Scores: [0.020842868834733963]
+Labels: ['Mental Health']
+Scores: [0.016580957919359207]
+Labels: ['Diabetes type 1']
+Scores: [0.09014156460762024]
+Labels: ['Diabetes type 2']
+Scores: [0.1077229231595993]
+Combination: 
+"Diabetes type 2": 0.19727928191423416
+"Diabetes type 1": 0.1711357980966568
+"Diabetes": 0.1263757385313511
+"Cancer": 0.05187897849828005
+"Mental Health": 0.04573843069374561
+"Cardiovascular diseases": 0.039969826117157936
+"Chronic respiratory disease": 0.03142576338723302
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health']
+Scores: [0.15035924315452576, 0.144349604845047, 0.1441780924797058, 0.14350365102291107, 0.14192287623882294, 0.14157427847385406, 0.13411223888397217]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5651339888572693]
+Labels: ['Cancer']
+Scores: [0.5602140426635742]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5699161291122437]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5922520756721497]
+Labels: ['Mental Health']
+Scores: [0.525563657283783]
+Labels: ['Diabetes type 1']
+Scores: [0.5726967453956604]
+Labels: ['Diabetes type 2']
+Scores: [0.5750653147697449]
+Combination: 
+"Cardiovascular diseases": 0.3713056594133377
+"Chronic respiratory disease": 0.3571328669786453
+"Diabetes type 2": 0.35962170362472534
+"Diabetes type 1": 0.35810019820928574
+"Diabetes": 0.3535284325480461
+"Cancer": 0.35089416056871414
+"Mental Health": 0.32983794808387756
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.29263174533843994, 0.282547265291214, 0.2582251727581024, 0.059902600944042206, 0.04482400417327881, 0.03165261447429657, 0.03021656908094883]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5673977732658386]
+Labels: ['Cancer']
+Scores: [0.06270156055688858]
+Labels: ['Chronic respiratory disease']
+Scores: [0.06105316802859306]
+Labels: ['Cardiovascular diseases']
+Scores: [0.19008372724056244]
+Labels: ['Mental Health']
+Scores: [0.034878939390182495]
+Labels: ['Diabetes type 1']
+Scores: [0.5125158429145813]
+Labels: ['Diabetes type 2']
+Scores: [0.4337226450443268]
+Combination: 
+"Diabetes type 1": 0.4025737941265106
+"Diabetes": 0.4249725192785263
+"Diabetes type 2": 0.3459739089012146
+"Cardiovascular diseases": 0.12499316409230232
+"Mental Health": 0.03985147178173065
+"Chronic respiratory disease": 0.04635289125144482
+"Cancer": 0.046459064818918705
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Diabetes type 1', 'Diabetes', 'Diabetes type 2']
+Scores: [0.3278622627258301, 0.2405642867088318, 0.10908413678407669, 0.08839040994644165, 0.0877939984202385, 0.08530336618423462, 0.06100161746144295]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.02522595226764679]
+Labels: ['Cancer']
+Scores: [0.06017889827489853]
+Labels: ['Chronic respiratory disease']
+Scores: [0.017055941745638847]
+Labels: ['Cardiovascular diseases']
+Scores: [0.1631649136543274]
+Labels: ['Mental Health']
+Scores: [0.054952189326286316]
+Labels: ['Diabetes type 1']
+Scores: [0.02577960304915905]
+Labels: ['Diabetes type 2']
+Scores: [0.01688518188893795]
+Combination: 
+"Cardiovascular diseases": 0.24551358819007874
+"Mental Health": 0.14775823801755905
+"Cancer": 0.08463151752948761
+"Chronic respiratory disease": 0.05272317584604025
+"Diabetes type 1": 0.05678680073469877
+"Diabetes": 0.055264659225940704
+"Diabetes type 2": 0.03894339967519045
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.4579533040523529, 0.2860778272151947, 0.208827942609787, 0.024004966020584106, 0.012402024120092392, 0.006132304668426514, 0.0046016317792236805]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9012418389320374]
+Labels: ['Cancer']
+Scores: [0.010538917966187]
+Labels: ['Chronic respiratory disease']
+Scores: [0.018781054764986038]
+Labels: ['Cardiovascular diseases']
+Scores: [0.17524893581867218]
+Labels: ['Mental Health']
+Scores: [0.018972236663103104]
+Labels: ['Diabetes type 1']
+Scores: [0.73807692527771]
+Labels: ['Diabetes type 2']
+Scores: [0.943565309047699]
+Combination: 
+"Diabetes type 2": 0.7007593065500259
+"Diabetes": 0.593659833073616
+"Diabetes type 1": 0.4734524339437485
+"Cardiovascular diseases": 0.09962695091962814
+"Mental Health": 0.015687130391597748
+"Chronic respiratory disease": 0.012456679716706276
+"Cancer": 0.00757027487270534
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.16926926374435425, 0.16200831532478333, 0.15870127081871033, 0.1372160166501999, 0.13407419621944427, 0.12043558806180954, 0.11829539388418198]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8190819025039673]
+Labels: ['Cancer']
+Scores: [0.7691919803619385]
+Labels: ['Chronic respiratory disease']
+Scores: [0.7524245381355286]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7559166550636292]
+Labels: ['Mental Health']
+Scores: [0.7491037845611572]
+Labels: ['Diabetes type 1']
+Scores: [0.8044788837432861]
+Labels: ['Diabetes type 2']
+Scores: [0.8053742051124573]
+Combination: 
+"Diabetes": 0.49417558312416077
+"Diabetes type 2": 0.4836912602186203
+"Diabetes type 1": 0.48159007728099823
+"Mental Health": 0.44315990060567856
+"Cancer": 0.4516330882906914
+"Chronic respiratory disease": 0.43643006309866905
+"Cardiovascular diseases": 0.43710602447390556
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.263628751039505, 0.2024417668581009, 0.1938515305519104, 0.10662025213241577, 0.09433487057685852, 0.08580832183361053, 0.053314462304115295]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.4052674472332001]
+Labels: ['Cancer']
+Scores: [0.2036476582288742]
+Labels: ['Chronic respiratory disease']
+Scores: [0.12204834818840027]
+Labels: ['Cardiovascular diseases']
+Scores: [0.22494815289974213]
+Labels: ['Mental Health']
+Scores: [0.14796552062034607]
+Labels: ['Diabetes type 1']
+Scores: [0.4310642182826996]
+Labels: ['Diabetes type 2']
+Scores: [0.5073617100715637]
+Combination: 
+"Diabetes type 2": 0.38549523055553436
+"Diabetes type 1": 0.31675299257040024
+"Diabetes": 0.29955948889255524
+"Cardiovascular diseases": 0.16578420251607895
+"Mental Health": 0.1211501955986023
+"Cancer": 0.14472799003124237
+"Chronic respiratory disease": 0.08768140524625778
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.15976335108280182, 0.15359529852867126, 0.1448376178741455, 0.1418410986661911, 0.13787072896957397, 0.1324506402015686, 0.12964127957820892]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.34928157925605774]
+Labels: ['Cancer']
+Scores: [0.31121930480003357]
+Labels: ['Chronic respiratory disease']
+Scores: [0.31540289521217346]
+Labels: ['Cardiovascular diseases']
+Scores: [0.3293374478816986]
+Labels: ['Mental Health']
+Scores: [0.3290043771266937]
+Labels: ['Diabetes type 1']
+Scores: [0.3586672842502594]
+Labels: ['Diabetes type 2']
+Scores: [0.370470255613327]
+Combination: 
+"Diabetes type 2": 0.2651168033480644
+"Diabetes type 1": 0.25613129138946533
+"Diabetes": 0.24705959856510162
+"Mental Health": 0.2354227378964424
+"Cardiovascular diseases": 0.2336040884256363
+"Chronic respiratory disease": 0.22392676770687103
+"Cancer": 0.22043029218912125
+Selected labels: []
+---------------------------------
+Time to classify all articles: 37.60186982154846 seconds
+Good classification: 6/88 ( 6.82% )
+At least one good per entrie: 6/63 ( 9.52% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v4/facebook-bart_large_mnli.txt b/model/results/v4/facebook-bart_large_mnli.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca057e2ba925ea9225eb44b48af02b1fe6cd7db0
--- /dev/null
+++ b/model/results/v4/facebook-bart_large_mnli.txt
@@ -0,0 +1,2025 @@
+---------------------------------
+MODEL: facebook/bart-large-mnli
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.44462183117866516, 0.1511513888835907, 0.13221998512744904, 0.09218830615282059, 0.06738319993019104, 0.06734561920166016, 0.045089736580848694]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8975822925567627]
+Labels: ['Cancer']
+Scores: [0.03997262194752693]
+Labels: ['Chronic respiratory disease']
+Scores: [0.06999606639146805]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0362175852060318]
+Labels: ['Mental Health']
+Scores: [0.08705521374940872]
+Labels: ['Diabetes type 1']
+Scores: [0.6379743814468384]
+Labels: ['Diabetes type 2']
+Scores: [0.6427831649780273]
+Combination: 
+"Diabetes": 0.6711020618677139
+"Diabetes type 2": 0.396967276930809
+"Diabetes type 1": 0.3850971832871437
+"Mental Health": 0.08962175995111465
+"Cancer": 0.053677910938858986
+"Chronic respiratory disease": 0.0686708427965641
+"Cardiovascular diseases": 0.04065366089344025
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Multi-label classification:
+Labels: ['Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.8219329714775085, 0.057253919541835785, 0.03495653718709946, 0.027965296059846878, 0.025935906916856766, 0.01937207579612732, 0.012583309784531593]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9809137582778931]
+Labels: ['Cancer']
+Scores: [0.003182335291057825]
+Labels: ['Chronic respiratory disease']
+Scores: [0.1837983876466751]
+Labels: ['Cardiovascular diseases']
+Scores: [0.005734131205826998]
+Labels: ['Mental Health']
+Scores: [0.011918794363737106]
+Labels: ['Diabetes type 1']
+Scores: [0.278592586517334]
+Labels: ['Diabetes type 2']
+Scores: [0.4609532356262207]
+Combination: 
+"Diabetes": 0.9014233648777008
+"Chronic respiratory disease": 0.12052615359425545
+"Diabetes type 2": 0.24795488640666008
+"Mental Health": 0.019942045211791992
+"Diabetes type 1": 0.15226424671709538
+"Cardiovascular diseases": 0.012553103500977159
+"Cancer": 0.00788282253779471
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.523517370223999, 0.3645731210708618, 0.04092099145054817, 0.03772910311818123, 0.012580690905451775, 0.010744083672761917, 0.009934618137776852]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7557091116905212]
+Labels: ['Cancer']
+Scores: [0.0004915250465273857]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0010931676952168345]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6612774133682251]
+Labels: ['Mental Health']
+Scores: [0.0006719589000567794]
+Labels: ['Diabetes type 1']
+Scores: [0.11337418109178543]
+Labels: ['Diabetes type 2']
+Scores: [0.16128362715244293]
+Combination: 
+"Diabetes": 0.6396132409572601
+"Cardiovascular diseases": 0.5129252672195435
+"Diabetes type 2": 0.10110230930149555
+"Diabetes type 1": 0.07555164210498333
+"Mental Health": 0.006626324902754277
+"Cancer": 0.005617804359644651
+"Chronic respiratory disease": 0.005513892916496843
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Diabetes', 'Cardiovascular diseases']
+Scores: [0.19498246908187866, 0.16580118238925934, 0.1627034842967987, 0.1323862075805664, 0.12644179165363312, 0.1108422726392746, 0.10684258490800858]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.0016329041682183743]
+Labels: ['Cancer']
+Scores: [0.0007688276236876845]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0013425530632957816]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0006037410930730402]
+Labels: ['Mental Health']
+Scores: [0.0006275182240642607]
+Labels: ['Diabetes type 1']
+Scores: [0.002755899680778384]
+Labels: ['Diabetes type 2']
+Scores: [0.0027134190313518047]
+Combination: 
+"Mental Health": 0.09780499365297146
+"Diabetes type 2": 0.08425730071030557
+"Diabetes type 1": 0.08272969198878855
+"Chronic respiratory disease": 0.0668643803219311
+"Cancer": 0.0636053096386604
+"Diabetes": 0.056237588403746486
+"Cardiovascular diseases": 0.05372316300054081
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.7621813416481018, 0.17481249570846558, 0.016655802726745605, 0.015847092494368553, 0.011733166873455048, 0.010571545921266079, 0.008198559284210205]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9887446165084839]
+Labels: ['Cancer']
+Scores: [0.003681537928059697]
+Labels: ['Chronic respiratory disease']
+Scores: [0.009644064120948315]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0067072538658976555]
+Labels: ['Mental Health']
+Scores: [0.029392117634415627]
+Labels: ['Diabetes type 1']
+Scores: [0.338687539100647]
+Labels: ['Diabetes type 2']
+Scores: [0.9498689770698547]
+Combination: 
+"Diabetes": 0.8754629790782928
+"Diabetes type 2": 0.5623407363891602
+"Mental Health": 0.023023960180580616
+"Diabetes type 1": 0.17726731579750776
+"Chronic respiratory disease": 0.010688615497201681
+"Cardiovascular diseases": 0.008639399893581867
+"Cancer": 0.005940048606134951
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.7267204523086548, 0.08185591548681259, 0.05917085334658623, 0.0407416969537735, 0.037666309624910355, 0.030733125284314156, 0.023111719638109207]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9010517597198486]
+Labels: ['Cancer']
+Scores: [0.013490820303559303]
+Labels: ['Chronic respiratory disease']
+Scores: [0.035399291664361954]
+Labels: ['Cardiovascular diseases']
+Scores: [0.013729945756494999]
+Labels: ['Mental Health']
+Scores: [0.01910734549164772]
+Labels: ['Diabetes type 1']
+Scores: [0.3400248885154724]
+Labels: ['Diabetes type 2']
+Scores: [0.5090245604515076]
+Combination: 
+"Diabetes": 0.8138861060142517
+"Diabetes type 2": 0.2954402379691601
+"Diabetes type 1": 0.19959787093102932
+"Mental Health": 0.02992452122271061
+"Chronic respiratory disease": 0.036532800644636154
+"Cardiovascular diseases": 0.022231535520404577
+"Cancer": 0.018301269970834255
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.8768693208694458, 0.03719648718833923, 0.018612409010529518, 0.018253851681947708, 0.017905276268720627, 0.01673124171793461, 0.014431341551244259]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9700705409049988]
+Labels: ['Cancer']
+Scores: [0.004754368215799332]
+Labels: ['Chronic respiratory disease']
+Scores: [0.010565174743533134]
+Labels: ['Cardiovascular diseases']
+Scores: [0.008893419988453388]
+Labels: ['Mental Health']
+Scores: [0.027966206893324852]
+Labels: ['Diabetes type 1']
+Scores: [0.1100342869758606]
+Labels: ['Diabetes type 2']
+Scores: [0.1340865194797516]
+Combination: 
+"Diabetes": 0.9234699308872223
+"Mental Health": 0.03258134704083204
+"Cardiovascular diseases": 0.013752914499491453
+"Diabetes type 2": 0.07617018558084965
+"Diabetes type 1": 0.06396978162229061
+"Chronic respiratory disease": 0.013648208230733871
+"Cancer": 0.009592854883521795
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.5756520628929138, 0.12222225964069366, 0.09043405205011368, 0.0889367014169693, 0.04507453367114067, 0.04242084547877312, 0.03525959700345993]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8689891695976257]
+Labels: ['Cancer']
+Scores: [0.007102826610207558]
+Labels: ['Chronic respiratory disease']
+Scores: [0.006788523402065039]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0038809587713330984]
+Labels: ['Mental Health']
+Scores: [0.022617850452661514]
+Labels: ['Diabetes type 1']
+Scores: [0.487397164106369]
+Labels: ['Diabetes type 2']
+Scores: [0.6790217757225037]
+Combination: 
+"Diabetes": 0.7223206162452698
+"Diabetes type 2": 0.40062201768159866
+"Diabetes type 1": 0.28891560807824135
+"Mental Health": 0.05577727593481541
+"Chronic respiratory disease": 0.025931528536602855
+"Cardiovascular diseases": 0.023150902125053108
+"Cancer": 0.021181211806833744
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7513251304626465, 0.06325265765190125, 0.05310860276222229, 0.04125016927719116, 0.0374629907310009, 0.03220373019576073, 0.02139672078192234]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9592009782791138]
+Labels: ['Cancer']
+Scores: [0.015853507444262505]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05260274559259415]
+Labels: ['Cardiovascular diseases']
+Scores: [0.09877081215381622]
+Labels: ['Mental Health']
+Scores: [0.07805651426315308]
+Labels: ['Diabetes type 1']
+Scores: [0.23159101605415344]
+Labels: ['Diabetes type 2']
+Scores: [0.3309045433998108]
+Combination: 
+"Diabetes": 0.8552630543708801
+"Mental Health": 0.07065458595752716
+"Diabetes type 2": 0.19200657308101654
+"Cardiovascular diseases": 0.07001049071550369
+"Diabetes type 1": 0.13452700339257717
+"Chronic respiratory disease": 0.04240323789417744
+"Cancer": 0.018625114113092422
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.4783080816268921, 0.24909886717796326, 0.08588124066591263, 0.07208479940891266, 0.044295549392700195, 0.035226959735155106, 0.03510450944304466]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9144721031188965]
+Labels: ['Cancer']
+Scores: [0.017046082764863968]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03713127598166466]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014957355335354805]
+Labels: ['Mental Health']
+Scores: [0.04764922335743904]
+Labels: ['Diabetes type 1']
+Scores: [0.49288034439086914]
+Labels: ['Diabetes type 2']
+Scores: [0.8969991207122803]
+Combination: 
+"Diabetes": 0.6963900923728943
+"Diabetes type 2": 0.5730489939451218
+"Mental Health": 0.06676523201167583
+"Diabetes type 1": 0.2824825718998909
+"Chronic respiratory disease": 0.040713412687182426
+"Cancer": 0.026136521250009537
+"Cardiovascular diseases": 0.025030932389199734
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes', 'Mental Health', 'Diabetes type 2', 'Cancer', 'Diabetes type 1']
+Scores: [0.3907565176486969, 0.34649598598480225, 0.12900567054748535, 0.07005222886800766, 0.023811986669898033, 0.021040162071585655, 0.018837448209524155]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.37388235330581665]
+Labels: ['Cancer']
+Scores: [0.0013080674689263105]
+Labels: ['Chronic respiratory disease']
+Scores: [0.8583388328552246]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8111331462860107]
+Labels: ['Mental Health']
+Scores: [0.004498795140534639]
+Labels: ['Diabetes type 1']
+Scores: [0.09580691903829575]
+Labels: ['Diabetes type 2']
+Scores: [0.19423821568489075]
+Combination: 
+"Chronic respiratory disease": 0.6245476752519608
+"Cardiovascular diseases": 0.5788145661354065
+"Diabetes": 0.251444011926651
+"Mental Health": 0.03727551200427115
+"Diabetes type 2": 0.10902510117739439
+"Cancer": 0.011174114770255983
+"Diabetes type 1": 0.05732218362390995
+Selected labels: ['Chronic respiratory disease']
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.41992855072021484, 0.19754184782505035, 0.19008223712444305, 0.060643017292022705, 0.04642314091324806, 0.045451946556568146, 0.039929263293743134]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.2702830135822296]
+Labels: ['Cancer']
+Scores: [0.0017915137577801943]
+Labels: ['Chronic respiratory disease']
+Scores: [0.11343557387590408]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4215596914291382]
+Labels: ['Mental Health']
+Scores: [0.0010614971397444606]
+Labels: ['Diabetes type 1']
+Scores: [0.07359456270933151]
+Labels: ['Diabetes type 2']
+Scores: [0.1202225312590599]
+Combination: 
+"Cardiovascular diseases": 0.4207441210746765
+"Chronic respiratory disease": 0.15548871085047722
+"Diabetes": 0.23018262535333633
+"Diabetes type 2": 0.0904327742755413
+"Diabetes type 1": 0.06000885181128979
+"Mental Health": 0.023256721848156303
+"Cancer": 0.020860388525761664
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.4154982566833496, 0.27220824360847473, 0.13268524408340454, 0.05834610015153885, 0.05086461454629898, 0.045795951038599014, 0.024601656943559647]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8966067433357239]
+Labels: ['Cancer']
+Scores: [0.010244370438158512]
+Labels: ['Chronic respiratory disease']
+Scores: [0.09790244698524475]
+Labels: ['Cardiovascular diseases']
+Scores: [0.8868632316589355]
+Labels: ['Mental Health']
+Scores: [0.012065943330526352]
+Labels: ['Diabetes type 1']
+Scores: [0.3803977370262146]
+Labels: ['Diabetes type 2']
+Scores: [0.6923384070396423]
+Combination: 
+"Diabetes": 0.6560525000095367
+"Cardiovascular diseases": 0.5795357376337051
+"Diabetes type 2": 0.41251182556152344
+"Diabetes type 1": 0.21937191858887672
+"Chronic respiratory disease": 0.07438353076577187
+"Mental Health": 0.028930947184562683
+"Cancer": 0.01742301369085908
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer']
+Scores: [0.8909125328063965, 0.034000884741544724, 0.022697893902659416, 0.02197248488664627, 0.01364937610924244, 0.008637233637273312, 0.00812949426472187]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9061753153800964]
+Labels: ['Cancer']
+Scores: [0.00042616392602212727]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0024845923762768507]
+Labels: ['Cardiovascular diseases']
+Scores: [0.034921057522296906]
+Labels: ['Mental Health']
+Scores: [0.00026151019847020507]
+Labels: ['Diabetes type 1']
+Scores: [0.1318255513906479]
+Labels: ['Diabetes type 2']
+Scores: [0.16592471301555634]
+Combination: 
+"Diabetes": 0.8985439240932465
+"Cardiovascular diseases": 0.034460971131920815
+"Diabetes type 2": 0.09431130345910788
+"Diabetes type 1": 0.07689901813864708
+"Chronic respiratory disease": 0.008066984242759645
+"Mental Health": 0.004449371917871758
+"Cancer": 0.004277829095371999
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.8667747378349304, 0.029892422258853912, 0.02636685222387314, 0.024849215522408485, 0.024663802236318588, 0.019732272252440453, 0.0077206226997077465]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9142444729804993]
+Labels: ['Cancer']
+Scores: [0.0004421737976372242]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005133065860718489]
+Labels: ['Cardiovascular diseases']
+Scores: [0.003100781235843897]
+Labels: ['Mental Health']
+Scores: [0.006009760778397322]
+Labels: ['Diabetes type 1']
+Scores: [0.1799754500389099]
+Labels: ['Diabetes type 2']
+Scores: [0.29913100600242615]
+Combination: 
+"Diabetes": 0.8905096054077148
+"Diabetes type 2": 0.16451171413064003
+"Mental Health": 0.01618830650113523
+"Diabetes type 1": 0.1024123327806592
+"Chronic respiratory disease": 0.014898434048518538
+"Cardiovascular diseases": 0.011416526744142175
+"Cancer": 0.004081398248672485
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Cancer']
+Scores: [0.4322551488876343, 0.42369067668914795, 0.0878572165966034, 0.023817909881472588, 0.013151944614946842, 0.010875357314944267, 0.008351815864443779]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.890958309173584]
+Labels: ['Cancer']
+Scores: [0.0003037697169929743]
+Labels: ['Chronic respiratory disease']
+Scores: [0.9268254041671753]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0007964352844282985]
+Labels: ['Mental Health']
+Scores: [0.00041994385537691414]
+Labels: ['Diabetes type 1']
+Scores: [0.17644721269607544]
+Labels: ['Diabetes type 2']
+Scores: [0.6834487915039062]
+Combination: 
+"Chronic respiratory disease": 0.6795402765274048
+"Diabetes": 0.657324492931366
+"Diabetes type 2": 0.3856530040502548
+"Diabetes type 1": 0.10013256128877401
+"Cardiovascular diseases": 0.00697418994968757
+"Mental Health": 0.005647650585160591
+"Cancer": 0.004327792790718377
+Selected labels: ['Chronic respiratory disease', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.7852272987365723, 0.07029296457767487, 0.045501161366701126, 0.04304793104529381, 0.019533764570951462, 0.019415130838751793, 0.016981763765215874]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9788848757743835]
+Labels: ['Cancer']
+Scores: [0.02978571318089962]
+Labels: ['Chronic respiratory disease']
+Scores: [0.04541929066181183]
+Labels: ['Cardiovascular diseases']
+Scores: [0.031510788947343826]
+Labels: ['Mental Health']
+Scores: [0.32993313670158386]
+Labels: ['Diabetes type 1']
+Scores: [0.32126089930534363]
+Labels: ['Diabetes type 2']
+Scores: [0.35637080669403076]
+Combination: 
+"Diabetes": 0.8820560872554779
+"Mental Health": 0.20011305063962936
+"Diabetes type 2": 0.20093598403036594
+"Diabetes type 1": 0.18215441517531872
+"Chronic respiratory disease": 0.032476527616381645
+"Cardiovascular diseases": 0.02546295989304781
+"Cancer": 0.023383738473057747
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.5996549725532532, 0.10910602658987045, 0.10250953584909439, 0.07793260365724564, 0.04098104313015938, 0.03618903085589409, 0.03362672030925751]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9425500631332397]
+Labels: ['Cancer']
+Scores: [0.017581623047590256]
+Labels: ['Chronic respiratory disease']
+Scores: [0.02001759223639965]
+Labels: ['Cardiovascular diseases']
+Scores: [0.007505360990762711]
+Labels: ['Mental Health']
+Scores: [0.13111066818237305]
+Labels: ['Diabetes type 1']
+Scores: [0.48277509212493896]
+Labels: ['Diabetes type 2']
+Scores: [0.6323534250259399]
+Combination: 
+"Diabetes": 0.7711025178432465
+"Diabetes type 2": 0.3707297258079052
+"Mental Health": 0.11681010201573372
+"Diabetes type 1": 0.2803538478910923
+"Chronic respiratory disease": 0.030499317683279514
+"Cancer": 0.026885326951742172
+"Cardiovascular diseases": 0.02056604065001011
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.9408231377601624, 0.017426874488592148, 0.01677766628563404, 0.007307873107492924, 0.006418177857995033, 0.006161062512546778, 0.0050852238200604916]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9819436073303223]
+Labels: ['Cancer']
+Scores: [0.0001802507322281599]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0004810969694517553]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000178759524715133]
+Labels: ['Mental Health']
+Scores: [0.0001652764476602897]
+Labels: ['Diabetes type 1']
+Scores: [0.17693451046943665]
+Labels: ['Diabetes type 2']
+Scores: [0.2065305858850479]
+Combination: 
+"Diabetes": 0.9613833725452423
+"Diabetes type 1": 0.0971806924790144
+"Diabetes type 2": 0.11165412608534098
+"Chronic respiratory disease": 0.0038944850384723395
+"Mental Health": 0.0032917271528276615
+"Cardiovascular diseases": 0.0031699110186309554
+"Cancer": 0.0026327372761443257
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.9233490228652954, 0.02551502361893654, 0.02063574828207493, 0.009231068193912506, 0.008084225468337536, 0.006592614576220512, 0.006592281628400087]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9616397023200989]
+Labels: ['Cancer']
+Scores: [0.0001959232904482633]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002811727754306048]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00019205905846320093]
+Labels: ['Mental Health']
+Scores: [0.00034403445897623897]
+Labels: ['Diabetes type 1']
+Scores: [0.23668916523456573]
+Labels: ['Diabetes type 2']
+Scores: [0.3784593939781189]
+Combination: 
+"Diabetes": 0.9424943625926971
+"Diabetes type 2": 0.20198720879852772
+"Diabetes type 1": 0.12866245675832033
+"Mental Health": 0.0047875513264443725
+"Chronic respiratory disease": 0.00418269912188407
+"Cardiovascular diseases": 0.0033923368173418567
+"Cancer": 0.0033941024594241753
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.8543338179588318, 0.04124186187982559, 0.02944839932024479, 0.028028637170791626, 0.023094376549124718, 0.012738820165395737, 0.011114130727946758]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9129639267921448]
+Labels: ['Cancer']
+Scores: [0.0029379038605839014]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0020125973969697952]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0026994782965630293]
+Labels: ['Mental Health']
+Scores: [0.006912697106599808]
+Labels: ['Diabetes type 1']
+Scores: [0.20615807175636292]
+Labels: ['Diabetes type 2']
+Scores: [0.282951682806015]
+Combination: 
+"Diabetes": 0.8836488723754883
+"Mental Health": 0.0240772794932127
+"Diabetes type 2": 0.1562000410631299
+"Diabetes type 1": 0.11709335446357727
+"Cardiovascular diseases": 0.012896927422843874
+"Chronic respiratory disease": 0.007375708781182766
+"Cancer": 0.00702601729426533
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.8544119596481323, 0.1333596259355545, 0.0027244023513048887, 0.002547604264691472, 0.0024098665453493595, 0.002279274631291628, 0.002267305739223957]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7799850702285767]
+Labels: ['Cancer']
+Scores: [7.29077000869438e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [9.78065945673734e-05]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0001152001932496205]
+Labels: ['Mental Health']
+Scores: [0.00010851421393454075]
+Labels: ['Diabetes type 1']
+Scores: [0.9859203696250916]
+Labels: ['Diabetes type 2']
+Scores: [6.766790465917438e-05]
+Combination: 
+"Diabetes type 1": 0.9201661646366119
+"Diabetes": 0.4566723480820656
+"Mental Health": 0.0014164582826197147
+"Chronic respiratory disease": 0.0013227054296294227
+"Diabetes type 2": 0.001238767225004267
+"Cardiovascular diseases": 0.0011972374122706242
+"Cancer": 0.0011701067196554504
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2']
+Scores: [0.5986492037773132, 0.35321909189224243, 0.031676068902015686, 0.005479300394654274, 0.004994442220777273, 0.0032627948094159365, 0.0027189641259610653]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5394442081451416]
+Labels: ['Cancer']
+Scores: [0.002516584936529398]
+Labels: ['Chronic respiratory disease']
+Scores: [0.011643379926681519]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9929183125495911]
+Labels: ['Mental Health']
+Scores: [0.0026384317316114902]
+Labels: ['Diabetes type 1']
+Scores: [0.9728416204452515]
+Labels: ['Diabetes type 2']
+Scores: [0.0007562950486317277]
+Combination: 
+"Cardiovascular diseases": 0.7957837581634521
+"Diabetes type 1": 0.663030356168747
+"Diabetes": 0.28556013852357864
+"Mental Health": 0.004058866063132882
+"Chronic respiratory disease": 0.008318911073729396
+"Cancer": 0.0028896898729726672
+"Diabetes type 2": 0.0017376295872963965
+Selected labels: ['Cardiovascular diseases', 'Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.47262969613075256, 0.13520675897598267, 0.11550537496805191, 0.09802079200744629, 0.08158667385578156, 0.05233781412243843, 0.044712867587804794]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8772768378257751]
+Labels: ['Cancer']
+Scores: [0.008643265813589096]
+Labels: ['Chronic respiratory disease']
+Scores: [0.15704259276390076]
+Labels: ['Cardiovascular diseases']
+Scores: [0.008157910779118538]
+Labels: ['Mental Health']
+Scores: [0.011229066178202629]
+Labels: ['Diabetes type 1']
+Scores: [0.5327398777008057]
+Labels: ['Diabetes type 2']
+Scores: [0.6096693277359009]
+Combination: 
+"Diabetes": 0.6749532669782639
+"Diabetes type 2": 0.3724380433559418
+"Diabetes type 1": 0.3241226263344288
+"Mental Health": 0.05462492909282446
+"Chronic respiratory disease": 0.11931463330984116
+"Cardiovascular diseases": 0.030247862450778484
+"Cancer": 0.026678066700696945
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.4783080816268921, 0.24909886717796326, 0.08588124066591263, 0.07208479940891266, 0.044295549392700195, 0.035226959735155106, 0.03510450944304466]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9144721031188965]
+Labels: ['Cancer']
+Scores: [0.017046082764863968]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03713127598166466]
+Labels: ['Cardiovascular diseases']
+Scores: [0.014957355335354805]
+Labels: ['Mental Health']
+Scores: [0.04764922335743904]
+Labels: ['Diabetes type 1']
+Scores: [0.49288034439086914]
+Labels: ['Diabetes type 2']
+Scores: [0.8969991207122803]
+Combination: 
+"Diabetes": 0.6963900923728943
+"Diabetes type 2": 0.5730489939451218
+"Mental Health": 0.06676523201167583
+"Diabetes type 1": 0.2824825718998909
+"Chronic respiratory disease": 0.040713412687182426
+"Cancer": 0.026136521250009537
+"Cardiovascular diseases": 0.025030932389199734
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2']
+Scores: [0.7735254168510437, 0.18601776659488678, 0.014331496320664883, 0.00822160579264164, 0.007808550726622343, 0.006454966031014919, 0.0036402351688593626]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9523851871490479]
+Labels: ['Cancer']
+Scores: [0.007733616977930069]
+Labels: ['Chronic respiratory disease']
+Scores: [0.013306080363690853]
+Labels: ['Cardiovascular diseases']
+Scores: [0.011941259726881981]
+Labels: ['Mental Health']
+Scores: [0.019263552501797676]
+Labels: ['Diabetes type 1']
+Scores: [0.9936078786849976]
+Labels: ['Diabetes type 2']
+Scores: [0.0010263306321576238]
+Combination: 
+"Diabetes type 1": 0.8835666477680206
+"Diabetes": 0.5692014768719673
+"Mental Health": 0.01679752441123128
+"Cardiovascular diseases": 0.01008143275976181
+"Chronic respiratory disease": 0.010557315545156598
+"Cancer": 0.007094291504472494
+"Diabetes type 2": 0.002333282900508493
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.7500552535057068, 0.21839477121829987, 0.01045302301645279, 0.008818017318844795, 0.00454071955755353, 0.004507906269282103, 0.003230281639844179]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8141631484031677]
+Labels: ['Cancer']
+Scores: [0.00016121698718052357]
+Labels: ['Chronic respiratory disease']
+Scores: [0.002428371226415038]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000322157284244895]
+Labels: ['Mental Health']
+Scores: [0.0012131467228755355]
+Labels: ['Diabetes type 1']
+Scores: [0.9754374027252197]
+Labels: ['Diabetes type 2']
+Scores: [0.0002684301871340722]
+Combination: 
+"Diabetes type 1": 0.8627463281154633
+"Diabetes": 0.5162789598107338
+"Chronic respiratory disease": 0.006440697121433914
+"Mental Health": 0.005015582020860165
+"Diabetes type 2": 0.002404574872343801
+"Cardiovascular diseases": 0.0024150317767634988
+"Cancer": 0.0016957493135123514
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Mental Health', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Diabetes', 'Cardiovascular diseases']
+Scores: [0.189377099275589, 0.1754729449748993, 0.14698846638202667, 0.14503584802150726, 0.12861812114715576, 0.12554584443569183, 0.08896167576313019]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.15290217101573944]
+Labels: ['Cancer']
+Scores: [0.11902841180562973]
+Labels: ['Chronic respiratory disease']
+Scores: [0.3119850754737854]
+Labels: ['Cardiovascular diseases']
+Scores: [0.08926740288734436]
+Labels: ['Mental Health']
+Scores: [0.06556252390146255]
+Labels: ['Diabetes type 1']
+Scores: [0.1680484116077423]
+Labels: ['Diabetes type 2']
+Scores: [0.1663151979446411]
+Combination: 
+"Chronic respiratory disease": 0.2506810873746872
+"Mental Health": 0.12051773443818092
+"Diabetes type 1": 0.1575184389948845
+"Diabetes type 2": 0.1556755229830742
+"Cancer": 0.12382326647639275
+"Diabetes": 0.13922400772571564
+"Cardiovascular diseases": 0.08911453932523727
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'COVID-19', 'Male', 'Female', 'Middle Aged', 'Retrospective Studies', 'Pakistan', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Adult', 'SARS-CoV-2', 'Survival Rate', 'Incidence']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.478473961353302, 0.2546307146549225, 0.21013891696929932, 0.021911969408392906, 0.015084292739629745, 0.011482703499495983, 0.00827750377357006]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9543406367301941]
+Labels: ['Cancer']
+Scores: [0.009605290368199348]
+Labels: ['Chronic respiratory disease']
+Scores: [0.14724531769752502]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0338091142475605]
+Labels: ['Mental Health']
+Scores: [0.00801614299416542]
+Labels: ['Diabetes type 1']
+Scores: [0.9658410549163818]
+Labels: ['Diabetes type 2']
+Scores: [0.8346589207649231]
+Combination: 
+"Diabetes type 1": 0.7221575081348419
+"Diabetes": 0.6044856756925583
+"Diabetes type 2": 0.5223989188671112
+"Chronic respiratory disease": 0.08457864355295897
+"Mental Health": 0.011550217866897583
+"Cardiovascular diseases": 0.022645908873528242
+"Cancer": 0.008941397070884705
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39658119
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'Diabetes Mellitus, Type 1', 'Child', 'Male', 'Female', 'Retrospective Studies', 'Adolescent', 'Saudi Arabia', 'Child, Preschool', 'Incidence', 'Polyuria', 'Abdominal Pain', 'Polydipsia', 'Vomiting', 'Age Factors', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 2', 'Cancer']
+Scores: [0.7458951473236084, 0.20317037403583527, 0.013070986606180668, 0.010750127024948597, 0.010266653262078762, 0.010077753104269505, 0.006768947001546621]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8960356116294861]
+Labels: ['Cancer']
+Scores: [0.0019558521453291178]
+Labels: ['Chronic respiratory disease']
+Scores: [0.006801942829042673]
+Labels: ['Cardiovascular diseases']
+Scores: [0.005092819686979055]
+Labels: ['Mental Health']
+Scores: [0.0021781029645353556]
+Labels: ['Diabetes type 1']
+Scores: [0.9863061308860779]
+Labels: ['Diabetes type 2']
+Scores: [0.002270359080284834]
+Combination: 
+"Diabetes type 1": 0.8661006391048431
+"Diabetes": 0.5496029928326607
+"Mental Health": 0.007624544785358012
+"Chronic respiratory disease": 0.008776034926995635
+"Cardiovascular diseases": 0.007679736474528909
+"Diabetes type 2": 0.006174056092277169
+"Cancer": 0.0043623995734378695
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39658013
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Adolescent', 'Female', 'Male', 'Self Efficacy', 'Quality of Life', 'Jordan', 'Glycemic Control', 'Empowerment', 'Glycated Hemoglobin', 'Child']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 2']
+Scores: [0.790402352809906, 0.19978518784046173, 0.002493485575541854, 0.002188173122704029, 0.0020434819161891937, 0.0018918236019089818, 0.0011954816291108727]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9816962480545044]
+Labels: ['Cancer']
+Scores: [0.00045026233419775963]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00040980649646371603]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0003935659187845886]
+Labels: ['Mental Health']
+Scores: [0.0004836958833038807]
+Labels: ['Diabetes type 1']
+Scores: [0.9975112676620483]
+Labels: ['Diabetes type 2']
+Scores: [0.0001082411763491109]
+Combination: 
+"Diabetes type 1": 0.8939568102359772
+"Diabetes": 0.5907407179474831
+"Mental Health": 0.0014885907294228673
+"Cancer": 0.0013192177284508944
+"Chronic respiratory disease": 0.0012266442063264549
+"Cardiovascular diseases": 0.0011426947603467852
+"Diabetes type 2": 0.0006518614027299918
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39653802
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Exercise', 'Insulin Infusion Systems', 'Insulin', 'Adolescent', 'Child', 'Hypoglycemic Agents', 'Europe', 'Blood Glucose', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2']
+Scores: [0.6871764063835144, 0.2540355324745178, 0.015261483378708363, 0.014343930408358574, 0.014024200849235058, 0.0077123744413256645, 0.007446044124662876]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9187486171722412]
+Labels: ['Cancer']
+Scores: [0.00934706162661314]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05210515111684799]
+Labels: ['Cardiovascular diseases']
+Scores: [0.026752401143312454]
+Labels: ['Mental Health']
+Scores: [0.035589735954999924]
+Labels: ['Diabetes type 1']
+Scores: [0.9853026270866394]
+Labels: ['Diabetes type 2']
+Scores: [0.00679423613473773]
+Combination: 
+"Diabetes type 1": 0.8362395167350769
+"Diabetes": 0.5863920748233795
+"Mental Health": 0.025425609666854143
+"Cardiovascular diseases": 0.020548165775835514
+"Chronic respiratory disease": 0.033064675983041525
+"Cancer": 0.008529718033969402
+"Diabetes type 2": 0.007120140129700303
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39652177
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Dermatitis, Atopic', 'Comorbidity', 'Risk Factors', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus', 'Child', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.8079800009727478, 0.047160804271698, 0.037625234574079514, 0.036938827484846115, 0.023830639198422432, 0.023561161011457443, 0.022903375327587128]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5883629322052002]
+Labels: ['Cancer']
+Scores: [0.00035212800139561296]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0007984911790117621]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0003144285292364657]
+Labels: ['Mental Health']
+Scores: [0.000360246398486197]
+Labels: ['Diabetes type 1']
+Scores: [0.027611229568719864]
+Labels: ['Diabetes type 2']
+Scores: [0.0495191290974617]
+Combination: 
+"Diabetes": 0.698171466588974
+"Diabetes type 2": 0.04833996668457985
+"Mental Health": 0.018992740486282855
+"Diabetes type 1": 0.03227502852678299
+"Chronic respiratory disease": 0.012314565188717097
+"Cancer": 0.011956644506426528
+"Cardiovascular diseases": 0.011608901928411797
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39649224
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Genetic Predisposition to Disease', 'Genome-Wide Association Study', 'Glycated Hemoglobin', 'Mendelian Randomization Analysis', 'Polymorphism, Single Nucleotide', 'Spondylitis, Ankylosing']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.8776080012321472, 0.04352651536464691, 0.035322096198797226, 0.013023902662098408, 0.0105950478464365, 0.010216433554887772, 0.009707938879728317]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9652634859085083]
+Labels: ['Cancer']
+Scores: [0.0015838727122172713]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0028806510381400585]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0010709644993767142]
+Labels: ['Mental Health']
+Scores: [0.0006590602570213377]
+Labels: ['Diabetes type 1']
+Scores: [0.3066941499710083]
+Labels: ['Diabetes type 2']
+Scores: [0.44232597947120667]
+Combination: 
+"Diabetes": 0.9214357435703278
+"Diabetes type 2": 0.2429262474179268
+"Diabetes type 1": 0.17100812308490276
+"Mental Health": 0.006841481459559873
+"Chronic respiratory disease": 0.0067378494422882795
+"Cardiovascular diseases": 0.005643699027132243
+"Cancer": 0.005645905795972794
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39645243
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Insulin-Secreting Cells', 'Animals', 'Drug Development', 'Insulin Secretion', 'Insulin', 'Disease Progression', 'Glycemic Control']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 2']
+Scores: [0.7402772307395935, 0.23348110914230347, 0.009455958381295204, 0.006640983745455742, 0.004415262956172228, 0.0030196227598935366, 0.0027097563724964857]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9368729591369629]
+Labels: ['Cancer']
+Scores: [0.0007563196122646332]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0017072714399546385]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0018603135831654072]
+Labels: ['Mental Health']
+Scores: [0.0033147777430713177]
+Labels: ['Diabetes type 1']
+Scores: [0.9832620024681091]
+Labels: ['Diabetes type 2']
+Scores: [0.0002730058040469885]
+Combination: 
+"Diabetes type 1": 0.8617696166038513
+"Diabetes": 0.5851770341396332
+"Mental Health": 0.006385368062183261
+"Cardiovascular diseases": 0.0042506486643105745
+"Chronic respiratory disease": 0.003061267198063433
+"Cancer": 0.0018879711860790849
+"Diabetes type 2": 0.001491381088271737
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39644976
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Diving', 'Adult', 'Hypoglycemia', 'Male', 'Female', 'Blood Glucose', 'Young Adult', 'Blood Glucose Self-Monitoring', 'Glycated Hemoglobin', 'Adolescent', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Diabetes type 2', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.6789796948432922, 0.314096063375473, 0.0019453404238447547, 0.001429521362297237, 0.0013168139848858118, 0.001256063929758966, 0.000976488518062979]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9701463580131531]
+Labels: ['Cancer']
+Scores: [0.00012746980064548552]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00047554291086271405]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00016195063653867692]
+Labels: ['Mental Health']
+Scores: [0.000185491080628708]
+Labels: ['Diabetes type 1']
+Scores: [0.9911629557609558]
+Labels: ['Diabetes type 2']
+Scores: [0.0001754474506014958]
+Combination: 
+"Diabetes type 1": 0.835071325302124
+"Diabetes": 0.642121210694313
+"Chronic respiratory disease": 0.0012104416673537344
+"Mental Health": 0.0008075062214629725
+"Diabetes type 2": 0.0007461307177436538
+"Cardiovascular diseases": 0.0007090072831488214
+"Cancer": 0.0005519791593542323
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39642862
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Diabetes Mellitus, Type 1', 'Humans', 'Islets of Langerhans Transplantation', 'Induced Pluripotent Stem Cells', 'Islets of Langerhans', 'Animals']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 2']
+Scores: [0.8239225745201111, 0.17084172368049622, 0.0011761531932279468, 0.0011392016895115376, 0.0010985785629600286, 0.0009474903927184641, 0.0008742846548557281]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9757283329963684]
+Labels: ['Cancer']
+Scores: [9.719089575810358e-05]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00012575479922816157]
+Labels: ['Cardiovascular diseases']
+Scores: [9.33049013838172e-05]
+Labels: ['Mental Health']
+Scores: [9.742865950101987e-05]
+Labels: ['Diabetes type 1']
+Scores: [0.9973428845405579]
+Labels: ['Diabetes type 2']
+Scores: [6.227043195394799e-05]
+Combination: 
+"Diabetes type 1": 0.9106327295303345
+"Diabetes": 0.5732850283384323
+"Chronic respiratory disease": 0.0006509539962280542
+"Cancer": 0.0006181962926348206
+"Mental Health": 0.0005980036112305243
+"Cardiovascular diseases": 0.0005203976470511407
+"Diabetes type 2": 0.00046827754340483807
+Selected labels: ['Diabetes type 1']
+---------------------------------
+---------------------------------
+PMID: 39639901
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Cost-Benefit Analysis', 'Diabetes Mellitus, Type 2', 'Patient Education as Topic', 'Diabetes Mellitus, Type 1']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer']
+Scores: [0.7830401659011841, 0.16130855679512024, 0.013630839064717293, 0.013232778757810593, 0.011112361215054989, 0.009343411773443222, 0.008331864140927792]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7441698312759399]
+Labels: ['Cancer']
+Scores: [0.003523431485518813]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00866797287017107]
+Labels: ['Cardiovascular diseases']
+Scores: [0.002981811296194792]
+Labels: ['Mental Health']
+Scores: [0.0020806086249649525]
+Labels: ['Diabetes type 1']
+Scores: [0.0008670109673403203]
+Labels: ['Diabetes type 2']
+Scores: [0.9811363220214844]
+Combination: 
+"Diabetes type 2": 0.8820882439613342
+"Diabetes": 0.4527391940355301
+"Mental Health": 0.007855723844841123
+"Chronic respiratory disease": 0.010950375813990831
+"Cardiovascular diseases": 0.00704708625562489
+"Diabetes type 1": 0.005105211370391771
+"Cancer": 0.005927647813223302
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39636437
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'T-Lymphocytes, Regulatory', 'Mice, Inbred NOD', 'Mice', 'Female', 'Diabetes Mellitus, Type 1', 'Antigens, Differentiation, T-Lymphocyte', 'Antibodies, Monoclonal']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer']
+Scores: [0.5793485045433044, 0.41126003861427307, 0.0027863490395247936, 0.0017235968261957169, 0.001682668342255056, 0.0016719055129215121, 0.0015269365394487977]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9413348436355591]
+Labels: ['Cancer']
+Scores: [0.0002484598953742534]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00021616228332277387]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0001613343774806708]
+Labels: ['Mental Health']
+Scores: [0.0001352854014839977]
+Labels: ['Diabetes type 1']
+Scores: [0.9905745387077332]
+Labels: ['Diabetes type 2']
+Scores: [0.0004226928576827049]
+Combination: 
+"Diabetes type 1": 0.7849615216255188
+"Diabetes": 0.6762974411249161
+"Diabetes type 2": 0.0016045209486037493
+"Chronic respiratory disease": 0.0009698795547592454
+"Cardiovascular diseases": 0.0009220013598678634
+"Mental Health": 0.0009035954572027549
+"Cancer": 0.0008876982174115255
+Selected labels: ['Diabetes type 1', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39632776
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Multi-label classification:
+Labels: ['Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 2', 'Mental Health', 'Diabetes type 1', 'Cancer']
+Scores: [0.779859185218811, 0.06542632728815079, 0.03760819137096405, 0.03695017471909523, 0.03503149747848511, 0.027835465967655182, 0.017289072275161743]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9304329752922058]
+Labels: ['Cancer']
+Scores: [0.0041391197592020035]
+Labels: ['Chronic respiratory disease']
+Scores: [0.021719790995121002]
+Labels: ['Cardiovascular diseases']
+Scores: [0.11397480964660645]
+Labels: ['Mental Health']
+Scores: [0.012071994133293629]
+Labels: ['Diabetes type 1']
+Scores: [0.11172139644622803]
+Labels: ['Diabetes type 2']
+Scores: [0.2423190474510193]
+Combination: 
+"Diabetes": 0.8551460802555084
+"Cardiovascular diseases": 0.08970056846737862
+"Chronic respiratory disease": 0.029663991183042526
+"Diabetes type 2": 0.13963461108505726
+"Mental Health": 0.023551745805889368
+"Diabetes type 1": 0.0697784312069416
+"Cancer": 0.010714096017181873
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.3776624798774719, 0.36492660641670227, 0.22758233547210693, 0.00902057159692049, 0.007304045837372541, 0.007220928091555834, 0.006283089052885771]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9378760457038879]
+Labels: ['Cancer']
+Scores: [0.00039334557368420064]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00053075747564435]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00025848086806945503]
+Labels: ['Mental Health']
+Scores: [0.00029554436332546175]
+Labels: ['Diabetes type 1']
+Scores: [0.6957812309265137]
+Labels: ['Diabetes type 2']
+Scores: [0.8444709777832031]
+Combination: 
+"Diabetes": 0.6577692627906799
+"Diabetes type 2": 0.6046987920999527
+"Diabetes type 1": 0.4616817831993103
+"Chronic respiratory disease": 0.00477566453628242
+"Mental Health": 0.0037997951003490016
+"Cancer": 0.0038071368326200172
+"Cardiovascular diseases": 0.003270784960477613
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Multi-label classification:
+Labels: ['Diabetes', 'Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.3060101270675659, 0.25857245922088623, 0.21575716137886047, 0.1871296465396881, 0.011937175877392292, 0.011311192065477371, 0.009282262995839119]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9052826762199402]
+Labels: ['Cancer']
+Scores: [0.002480208408087492]
+Labels: ['Chronic respiratory disease']
+Scores: [0.004788815975189209]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0030897243414074183]
+Labels: ['Mental Health']
+Scores: [0.49175769090652466]
+Labels: ['Diabetes type 1']
+Scores: [0.7813635468482971]
+Labels: ['Diabetes type 2']
+Scores: [0.8104006052017212]
+Combination: 
+"Diabetes": 0.605646401643753
+"Mental Health": 0.37516507506370544
+"Diabetes type 2": 0.5130788832902908
+"Diabetes type 1": 0.4842465966939926
+"Chronic respiratory disease": 0.00836299592629075
+"Cardiovascular diseases": 0.007200458203442395
+"Cancer": 0.0058812357019633055
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Diabetes']
+Scores: [0.16397766768932343, 0.1602097451686859, 0.15733058750629425, 0.1367291957139969, 0.12819331884384155, 0.12759508192539215, 0.12596437335014343]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.028335358947515488]
+Labels: ['Cancer']
+Scores: [0.02154313586652279]
+Labels: ['Chronic respiratory disease']
+Scores: [0.008839137852191925]
+Labels: ['Cardiovascular diseases']
+Scores: [0.004656354896724224]
+Labels: ['Mental Health']
+Scores: [0.0002648912195581943]
+Labels: ['Diabetes type 1']
+Scores: [0.0224623940885067]
+Labels: ['Diabetes type 2']
+Scores: [0.03499120473861694]
+Combination: 
+"Diabetes type 2": 0.09948443621397018
+"Diabetes type 1": 0.0913360696285963
+"Mental Health": 0.07879773936292622
+"Cancer": 0.07913616579025984
+"Chronic respiratory disease": 0.06851622834801674
+"Cardiovascular diseases": 0.06612571841105819
+"Diabetes": 0.07714986614882946
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Multi-label classification:
+Labels: ['Mental Health', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.15925316512584686, 0.15258575975894928, 0.1454249918460846, 0.14292842149734497, 0.1402706652879715, 0.13997986912727356, 0.11955712735652924]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.007973342202603817]
+Labels: ['Cancer']
+Scores: [0.0021718721836805344]
+Labels: ['Chronic respiratory disease']
+Scores: [0.006352090276777744]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0015872392104938626]
+Labels: ['Mental Health']
+Scores: [0.0006524230120703578]
+Labels: ['Diabetes type 1']
+Scores: [0.016064748167991638]
+Labels: ['Diabetes type 2']
+Scores: [0.02381921373307705]
+Combination: 
+"Mental Health": 0.07995279406895861
+"Diabetes": 0.08027955098077655
+"Diabetes type 2": 0.08462210278958082
+"Cancer": 0.07255014684051275
+"Diabetes type 1": 0.07816770672798157
+"Chronic respiratory disease": 0.07316597970202565
+"Cardiovascular diseases": 0.06057218328351155
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1']
+Scores: [0.4558764398097992, 0.424875408411026, 0.04989447072148323, 0.022659283131361008, 0.022320954129099846, 0.014207732863724232, 0.010165681131184101]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8545426726341248]
+Labels: ['Cancer']
+Scores: [0.0010851046536117792]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005569109693169594]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0037062158808112144]
+Labels: ['Mental Health']
+Scores: [0.006975043565034866]
+Labels: ['Diabetes type 1']
+Scores: [0.0025981422513723373]
+Labels: ['Diabetes type 2']
+Scores: [0.8316119313240051]
+Combination: 
+"Diabetes": 0.655209556221962
+"Diabetes type 2": 0.6282436698675156
+"Mental Health": 0.02843475714325905
+"Cardiovascular diseases": 0.013182749506086111
+"Chronic respiratory disease": 0.01394503191113472
+"Cancer": 0.0076464187586680055
+"Diabetes type 1": 0.006381911691278219
+Selected labels: ['Diabetes', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 1', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.8026060461997986, 0.16808263957500458, 0.009355511516332626, 0.006640846841037273, 0.004763074219226837, 0.004325952846556902, 0.0042259180918335915]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8713605403900146]
+Labels: ['Cancer']
+Scores: [0.0005722983623854816]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0006765343132428825]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0011505013098940253]
+Labels: ['Mental Health']
+Scores: [0.001894744229502976]
+Labels: ['Diabetes type 1']
+Scores: [0.0003161720233038068]
+Labels: ['Diabetes type 2']
+Scores: [0.9735164046287537]
+Combination: 
+"Diabetes type 2": 0.8880612254142761
+"Diabetes": 0.5197215899825096
+"Mental Health": 0.005625127872917801
+"Cardiovascular diseases": 0.0038956740754656494
+"Diabetes type 1": 0.002539623121265322
+"Cancer": 0.0024491256044711918
+"Chronic respiratory disease": 0.002451226202538237
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health', 'Cancer']
+Scores: [0.5003178119659424, 0.4859308898448944, 0.004602620378136635, 0.0037156729958951473, 0.002010754542425275, 0.0018285791156813502, 0.0015936327399685979]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9817074537277222]
+Labels: ['Cancer']
+Scores: [0.00016234349459409714]
+Labels: ['Chronic respiratory disease']
+Scores: [0.001217084238305688]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00021231721621006727]
+Labels: ['Mental Health']
+Scores: [0.00015936077397782356]
+Labels: ['Diabetes type 1']
+Scores: [0.0014400582294911146]
+Labels: ['Diabetes type 2']
+Scores: [0.9834994077682495]
+Combination: 
+"Diabetes type 2": 0.741908609867096
+"Diabetes": 0.7338191717863083
+"Diabetes type 1": 0.0030213393038138747
+"Chronic respiratory disease": 0.0024663786171004176
+"Cardiovascular diseases": 0.001111535879317671
+"Mental Health": 0.000993969944829587
+"Cancer": 0.0008779881172813475
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1']
+Scores: [0.5114331841468811, 0.35663697123527527, 0.045997314155101776, 0.032379381358623505, 0.02075575292110443, 0.019908513873815536, 0.012888802215456963]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9342690110206604]
+Labels: ['Cancer']
+Scores: [0.04649338871240616]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05870109051465988]
+Labels: ['Cardiovascular diseases']
+Scores: [0.041308339685201645]
+Labels: ['Mental Health']
+Scores: [0.04614527150988579]
+Labels: ['Diabetes type 1']
+Scores: [0.0209964569658041]
+Labels: ['Diabetes type 2']
+Scores: [0.9572507739067078]
+Combination: 
+"Diabetes type 2": 0.7343419790267944
+"Diabetes": 0.6454529911279678
+"Mental Health": 0.04607129283249378
+"Chronic respiratory disease": 0.04554023593664169
+"Cardiovascular diseases": 0.031032046303153038
+"Cancer": 0.03320095129311085
+"Diabetes type 1": 0.01694262959063053
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Diabetes type 1', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.8001227378845215, 0.172491192817688, 0.012277573347091675, 0.004881735425442457, 0.003769089700654149, 0.003301727818325162, 0.0031559118069708347]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8384499549865723]
+Labels: ['Cancer']
+Scores: [0.001651043421588838]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0018828780157491565]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0013193342601880431]
+Labels: ['Mental Health']
+Scores: [0.007331476081162691]
+Labels: ['Diabetes type 1']
+Scores: [0.0004198674578219652]
+Labels: ['Diabetes type 2']
+Scores: [0.9846126437187195]
+Combination: 
+"Diabetes type 2": 0.8923676908016205
+"Diabetes": 0.5054705739021301
+"Mental Health": 0.009804524714127183
+"Cardiovascular diseases": 0.00310053484281525
+"Diabetes type 1": 0.002094478579238057
+"Chronic respiratory disease": 0.002592302917037159
+"Cancer": 0.0024034776142798364
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cancer', 'Diabetes type 1', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.8714326024055481, 0.11629023402929306, 0.002669219858944416, 0.0024732560850679874, 0.0024165313225239515, 0.002362373750656843, 0.002355855656787753]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9111149311065674]
+Labels: ['Cancer']
+Scores: [0.0002985969476867467]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002827718562912196]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0003662862873170525]
+Labels: ['Mental Health']
+Scores: [0.00017268690862692893]
+Labels: ['Diabetes type 1']
+Scores: [0.00028249010210856795]
+Labels: ['Diabetes type 2']
+Scores: [0.9964602589607239]
+Combination: 
+"Diabetes type 2": 0.933946430683136
+"Diabetes": 0.5137025825679302
+"Cancer": 0.0014839084033155814
+"Diabetes type 1": 0.0013778730935882777
+"Chronic respiratory disease": 0.0013496515894075856
+"Cardiovascular diseases": 0.0013643300189869478
+"Mental Health": 0.001264271282707341
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.6930192708969116, 0.26554957032203674, 0.015231345780193806, 0.007075713947415352, 0.007062678225338459, 0.0063788495026528835, 0.005682528484612703]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6525701880455017]
+Labels: ['Cancer']
+Scores: [0.0001406215742463246]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0001969374716281891]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00016456223966088146]
+Labels: ['Mental Health']
+Scores: [0.00027811553445644677]
+Labels: ['Diabetes type 1']
+Scores: [0.053504880517721176]
+Labels: ['Diabetes type 2']
+Scores: [0.9699684977531433]
+Combination: 
+"Diabetes type 2": 0.8314938843250275
+"Diabetes": 0.4590598791837692
+"Diabetes type 1": 0.03436811314895749
+"Chronic respiratory disease": 0.0036363257095217705
+"Mental Health": 0.003670396879897453
+"Cardiovascular diseases": 0.0032717058711568825
+"Cancer": 0.002911575029429514
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases', 'Diabetes type 1']
+Scores: [0.7115139365196228, 0.2520497143268585, 0.01043778471648693, 0.008918260224163532, 0.006165726110339165, 0.005735908169299364, 0.005178673658519983]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9017379283905029]
+Labels: ['Cancer']
+Scores: [0.00043087988160550594]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0009599826880730689]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00039845280116423965]
+Labels: ['Mental Health']
+Scores: [0.0012145498767495155]
+Labels: ['Diabetes type 1']
+Scores: [0.00029510894091799855]
+Labels: ['Diabetes type 2']
+Scores: [0.9755398631095886]
+Combination: 
+"Diabetes type 2": 0.8435268998146057
+"Diabetes": 0.5768938213586807
+"Mental Health": 0.005826167296618223
+"Chronic respiratory disease": 0.0049391214561183006
+"Cancer": 0.0032983029959723353
+"Cardiovascular diseases": 0.003067180485231802
+"Diabetes type 1": 0.002736891299718991
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Diabetes type 1']
+Scores: [0.46178025007247925, 0.39141303300857544, 0.11760898679494858, 0.010487417690455914, 0.009142539463937283, 0.005830723326653242, 0.0037371027283370495]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.875649094581604]
+Labels: ['Cancer']
+Scores: [0.004303808324038982]
+Labels: ['Chronic respiratory disease']
+Scores: [0.051409319043159485]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9901785850524902]
+Labels: ['Mental Health']
+Scores: [0.005635698791593313]
+Labels: ['Diabetes type 1']
+Scores: [0.006616002880036831]
+Labels: ['Diabetes type 2']
+Scores: [0.9752751588821411]
+Combination: 
+"Cardiovascular diseases": 0.7259794175624847
+"Diabetes type 2": 0.6833440959453583
+"Diabetes": 0.4966290406882763
+"Chronic respiratory disease": 0.0309483683668077
+"Mental Health": 0.007389119127765298
+"Cancer": 0.005067265825346112
+"Diabetes type 1": 0.00517655280418694
+Selected labels: ['Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1']
+Scores: [0.5507031083106995, 0.32206523418426514, 0.08853510022163391, 0.010977497324347496, 0.010405506007373333, 0.010111762210726738, 0.007201815024018288]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8460031151771545]
+Labels: ['Cancer']
+Scores: [0.021646030247211456]
+Labels: ['Chronic respiratory disease']
+Scores: [0.040347080677747726]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9903565645217896]
+Labels: ['Mental Health']
+Scores: [0.01750495284795761]
+Labels: ['Diabetes type 1']
+Scores: [0.020801328122615814]
+Labels: ['Diabetes type 2']
+Scores: [0.9725518822669983]
+Combination: 
+"Cardiovascular diseases": 0.7705298364162445
+"Diabetes type 2": 0.6473085582256317
+"Diabetes": 0.4672691076993942
+"Mental Health": 0.014241225086152554
+"Chronic respiratory disease": 0.02537629334256053
+"Cancer": 0.015878896228969097
+"Diabetes type 1": 0.014001571573317051
+Selected labels: ['Cardiovascular diseases', 'Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.5397040247917175, 0.4203238785266876, 0.013681801967322826, 0.008459016680717468, 0.006397612858563662, 0.0060821655206382275, 0.005351509898900986]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.948129415512085]
+Labels: ['Cancer']
+Scores: [0.00043962872587144375]
+Labels: ['Chronic respiratory disease']
+Scores: [0.001373591017909348]
+Labels: ['Cardiovascular diseases']
+Scores: [0.000721550197340548]
+Labels: ['Mental Health']
+Scores: [0.0002680819306988269]
+Labels: ['Diabetes type 1']
+Scores: [0.09204061329364777]
+Labels: ['Diabetes type 2']
+Scores: [0.9581015110015869]
+Combination: 
+"Diabetes type 2": 0.7489027678966522
+"Diabetes": 0.6842266470193863
+"Diabetes type 1": 0.052861207630485296
+"Chronic respiratory disease": 0.004916303849313408
+"Mental Health": 0.0033328473946312442
+"Cardiovascular diseases": 0.0034018578589893878
+"Cancer": 0.0028955693123862147
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Diabetes type 1']
+Scores: [0.8072803616523743, 0.14746761322021484, 0.012859789654612541, 0.01218368485569954, 0.00869434978812933, 0.007007298991084099, 0.0045068529434502125]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.4318941533565521]
+Labels: ['Cancer']
+Scores: [0.0009896481642499566]
+Labels: ['Chronic respiratory disease']
+Scores: [0.00221349042840302]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0005282002966850996]
+Labels: ['Mental Health']
+Scores: [0.0010054942686110735]
+Labels: ['Diabetes type 1']
+Scores: [0.00023917654471006244]
+Labels: ['Diabetes type 2']
+Scores: [0.8757733106613159]
+Combination: 
+"Diabetes type 2": 0.8415268361568451
+"Diabetes": 0.2896808832883835
+"Chronic respiratory disease": 0.0075366400415077806
+"Mental Health": 0.006594589562155306
+"Cardiovascular diseases": 0.004611275042407215
+"Cancer": 0.003998473577667028
+"Diabetes type 1": 0.0023730147440801375
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Diabetes type 1']
+Scores: [0.4722335636615753, 0.35879188776016235, 0.12280953675508499, 0.017476286739110947, 0.013479756191372871, 0.008195356465876102, 0.0070136431604623795]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.8749378323554993]
+Labels: ['Cancer']
+Scores: [0.010226248763501644]
+Labels: ['Chronic respiratory disease']
+Scores: [0.05149064585566521]
+Labels: ['Cardiovascular diseases']
+Scores: [0.9831889271736145]
+Labels: ['Mental Health']
+Scores: [0.02740977331995964]
+Labels: ['Diabetes type 1']
+Scores: [0.01355859823524952]
+Labels: ['Diabetes type 2']
+Scores: [0.9842460751533508]
+Combination: 
+"Diabetes type 2": 0.7282398194074631
+"Cardiovascular diseases": 0.6709904074668884
+"Diabetes": 0.49887368455529213
+"Mental Health": 0.022443030029535294
+"Chronic respiratory disease": 0.03248520102351904
+"Cancer": 0.009210802614688873
+"Diabetes type 1": 0.01028612069785595
+Selected labels: ['Diabetes type 2', 'Cardiovascular diseases']
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Cancer']
+Scores: [0.7364198565483093, 0.18420349061489105, 0.028274094685912132, 0.018644433468580246, 0.012030694633722305, 0.011195301078259945, 0.009232129901647568]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5153658390045166]
+Labels: ['Cancer']
+Scores: [0.0008261296316049993]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0013778692809864879]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017047359142452478]
+Labels: ['Mental Health']
+Scores: [0.0033795542549341917]
+Labels: ['Diabetes type 1']
+Scores: [0.0028142924420535564]
+Labels: ['Diabetes type 2']
+Scores: [0.9056100249290466]
+Combination: 
+"Diabetes type 2": 0.821014940738678
+"Diabetes": 0.3497846648097038
+"Mental Health": 0.015826824470423162
+"Diabetes type 1": 0.010729362955316901
+"Cardiovascular diseases": 0.006867715273983777
+"Chronic respiratory disease": 0.006286585179623216
+"Cancer": 0.0050291297666262835
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.8821131587028503, 0.036883316934108734, 0.031175611540675163, 0.016631662845611572, 0.011638529598712921, 0.011180747300386429, 0.010377033613622189]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9758855700492859]
+Labels: ['Cancer']
+Scores: [0.00032006256515160203]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0003601270145736635]
+Labels: ['Cardiovascular diseases']
+Scores: [0.0017521914560347795]
+Labels: ['Mental Health']
+Scores: [0.0009168467367999256]
+Labels: ['Diabetes type 1']
+Scores: [0.28732582926750183]
+Labels: ['Diabetes type 2']
+Scores: [0.39034417271614075]
+Combination: 
+"Diabetes": 0.9289993643760681
+"Diabetes type 2": 0.21361374482512474
+"Diabetes type 1": 0.1592507204040885
+"Mental Health": 0.008774254791205749
+"Cancer": 0.005979296081932262
+"Cardiovascular diseases": 0.006466469378210604
+"Chronic respiratory disease": 0.005368580314097926
+Selected labels: ['Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Diabetes type 1', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.8722968101501465, 0.1229395866394043, 0.0012026262702420354, 0.0009979347232729197, 0.0009564190986566246, 0.0008251586696133018, 0.0007814654381945729]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9655131101608276]
+Labels: ['Cancer']
+Scores: [0.0001347064389847219]
+Labels: ['Chronic respiratory disease']
+Scores: [0.0002112652873620391]
+Labels: ['Cardiovascular diseases']
+Scores: [0.00018421786080580205]
+Labels: ['Mental Health']
+Scores: [0.00022813606483396143]
+Labels: ['Diabetes type 1']
+Scores: [0.00011736537999240682]
+Labels: ['Diabetes type 2']
+Scores: [0.9983288645744324]
+Combination: 
+"Diabetes type 2": 0.9353128373622894
+"Diabetes": 0.544226348400116
+"Mental Health": 0.0007153811675379984
+"Chronic respiratory disease": 0.0006046000053174794
+"Diabetes type 1": 0.0005368922393245157
+"Cardiovascular diseases": 0.0005046882652095519
+"Cancer": 0.0004580859385896474
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Diabetes type 1', 'Cancer']
+Scores: [0.5706180334091187, 0.3605547249317169, 0.03180619701743126, 0.012817303650081158, 0.009355511516332626, 0.008484343998134136, 0.006363868713378906]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.9693613648414612]
+Labels: ['Cancer']
+Scores: [0.008317312225699425]
+Labels: ['Chronic respiratory disease']
+Scores: [0.011819693259894848]
+Labels: ['Cardiovascular diseases']
+Scores: [0.03269251808524132]
+Labels: ['Mental Health']
+Scores: [0.40608930587768555]
+Labels: ['Diabetes type 1']
+Scores: [0.009510335512459278]
+Labels: ['Diabetes type 2']
+Scores: [0.9759424328804016]
+Combination: 
+"Diabetes type 2": 0.7732802331447601
+"Diabetes": 0.664958044886589
+"Mental Health": 0.2189477514475584
+"Cardiovascular diseases": 0.022754910867661238
+"Chronic respiratory disease": 0.010587602388113737
+"Diabetes type 1": 0.008997339755296707
+"Cancer": 0.0073405904695391655
+Selected labels: ['Diabetes type 2', 'Diabetes']
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Diabetes type 1']
+Scores: [0.6411153674125671, 0.16685034334659576, 0.1664150208234787, 0.009250611066818237, 0.0062240976840257645, 0.005299473647028208, 0.004845077637583017]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.7550585865974426]
+Labels: ['Cancer']
+Scores: [0.0017194439424201846]
+Labels: ['Chronic respiratory disease']
+Scores: [0.005406243726611137]
+Labels: ['Cardiovascular diseases']
+Scores: [0.7132077813148499]
+Labels: ['Mental Health']
+Scores: [0.0004273329395800829]
+Labels: ['Diabetes type 1']
+Scores: [0.000438149698311463]
+Labels: ['Diabetes type 2']
+Scores: [0.945790708065033]
+Combination: 
+"Diabetes type 2": 0.7934530377388
+"Diabetes": 0.4609544649720192
+"Cardiovascular diseases": 0.4398114010691643
+"Chronic respiratory disease": 0.007328427396714687
+"Mental Health": 0.0033257153118029237
+"Cancer": 0.003509458794724196
+"Diabetes type 1": 0.00264161366794724
+Selected labels: ['Diabetes type 2']
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 1', 'Mental Health', 'Cancer']
+Scores: [0.34633418917655945, 0.2441960871219635, 0.09421524405479431, 0.09026889503002167, 0.08233360201120377, 0.07539966702461243, 0.06725231558084488]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.08738041669130325]
+Labels: ['Cancer']
+Scores: [0.018596665933728218]
+Labels: ['Chronic respiratory disease']
+Scores: [0.03262465447187424]
+Labels: ['Cardiovascular diseases']
+Scores: [0.520522952079773]
+Labels: ['Mental Health']
+Scores: [0.002837365260347724]
+Labels: ['Diabetes type 1']
+Scores: [0.07771719247102737]
+Labels: ['Diabetes type 2']
+Scores: [0.36283910274505615]
+Combination: 
+"Cardiovascular diseases": 0.4334285706281662
+"Diabetes type 2": 0.3035175949335098
+"Diabetes": 0.09079783037304878
+"Chronic respiratory disease": 0.06144677475094795
+"Diabetes type 1": 0.08002539724111557
+"Mental Health": 0.039118516142480075
+"Cancer": 0.04292449075728655
+Selected labels: []
+---------------------------------
+Time to classify all articles: 858.9356601238251 seconds
+Good classification: 28/118 ( 23.73% )
+At least one good per entrie: 28/63 ( 44.44% )
+Mean score: 0
+Median score: 0
diff --git a/model/results/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/model/results/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
new file mode 100644
index 0000000000000000000000000000000000000000..316d6c0618b010b971ead61bb48f7e69b359f07c
--- /dev/null
+++ b/model/results/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
@@ -0,0 +1,2025 @@
+---------------------------------
+MODEL: microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract
+TRESHOLD: 0.6
+---------------------------------
+---------------------------------
+PMID: 39674445
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Arsenic', 'Homeostasis', 'Animals', 'Glucose', 'Diabetes Mellitus', 'Microbiota', 'Gastrointestinal Microbiome']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.17400215566158295, 0.16600148379802704, 0.15635749697685242, 0.1557302623987198, 0.12135294824838638, 0.11910119652748108, 0.10745445638895035]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5148568153381348]
+Labels: ['Cancer']
+Scores: [0.5404947996139526]
+Labels: ['Chronic respiratory disease']
+Scores: [0.42514219880104065]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5229249000549316]
+Labels: ['Mental Health']
+Scores: [0.512035608291626]
+Labels: ['Diabetes type 1']
+Scores: [0.4989504814147949]
+Labels: ['Diabetes type 2']
+Scores: [0.5216271877288818]
+Combination: 
+"Diabetes type 2": 0.3478146716952324
+"Diabetes": 0.3404291495680809
+"Diabetes type 1": 0.32765398919582367
+"Cardiovascular diseases": 0.3393275812268257
+"Mental Health": 0.3166942782700062
+"Cancer": 0.32979799807071686
+"Chronic respiratory disease": 0.2662983275949955
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673957
+Predictions: ['Diabetes']
+MeshTerm: ['Acetone', 'Zinc Oxide', 'Biosensing Techniques', 'Humans', 'Optical Fibers', 'Diabetes Mellitus', 'Biomarkers', 'Limit of Detection', 'Breath Tests', 'Equipment Design', 'Volatile Organic Compounds', 'Fiber Optic Technology']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.16657213866710663, 0.1561734825372696, 0.1456749141216278, 0.13743166625499725, 0.13451693952083588, 0.13391666114330292, 0.12571415305137634]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.46679481863975525]
+Labels: ['Cancer']
+Scores: [0.4959098696708679]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4347795248031616]
+Labels: ['Cardiovascular diseases']
+Scores: [0.44787341356277466]
+Labels: ['Mental Health']
+Scores: [0.4613800346851349]
+Labels: ['Diabetes type 1']
+Scores: [0.4600551426410675]
+Labels: ['Diabetes type 2']
+Scores: [0.47545599937438965]
+Combination: 
+"Diabetes type 2": 0.32101406902074814
+"Diabetes type 1": 0.30811431258916855
+"Diabetes": 0.30623486638069153
+"Chronic respiratory disease": 0.28610559552907944
+"Cancer": 0.3152134045958519
+"Mental Health": 0.2976483479142189
+"Cardiovascular diseases": 0.2867937833070755
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671417
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Hypertension', 'Female', 'Male', 'COVID-19', 'Adult', 'Diabetes Mellitus', 'Middle Aged', 'Puerto Rico', 'COVID-19 Vaccines', 'Aged', 'Surveys and Questionnaires', 'Young Adult']
+Multi-label classification:
+Labels: ['Cancer', 'Diabetes', 'Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.15939292311668396, 0.1573229730129242, 0.14704300463199615, 0.14408308267593384, 0.13475368916988373, 0.13190415501594543, 0.12550018727779388]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5960487723350525]
+Labels: ['Cancer']
+Scores: [0.5905837416648865]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5599806308746338]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5855375528335571]
+Labels: ['Mental Health']
+Scores: [0.602587103843689]
+Labels: ['Diabetes type 1']
+Scores: [0.5544978976249695]
+Labels: ['Diabetes type 2']
+Scores: [0.5647963881492615]
+Combination: 
+"Cancer": 0.3749883323907852
+"Diabetes": 0.37668587267398834
+"Mental Health": 0.37481505423784256
+"Diabetes type 2": 0.35443973541259766
+"Diabetes type 1": 0.3446257933974266
+"Cardiovascular diseases": 0.3587208539247513
+"Chronic respiratory disease": 0.34274040907621384
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670874
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Cross-Sectional Studies', 'Adult', 'Liver Diseases', 'Aged', 'Analgesics, Opioid', 'United States', 'Liver Cirrhosis', 'Chronic Disease', 'Cohort Studies', 'Liver Neoplasms', 'Diabetes Mellitus', 'Logistic Models', 'Arthritis', 'Health Surveys', 'Chronic Pain', 'Hepatitis, Viral, Human', 'Renal Insufficiency, Chronic', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Cancer', 'Diabetes type 2', 'Diabetes', 'Mental Health', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.15444397926330566, 0.15366347134113312, 0.1523791253566742, 0.14804597198963165, 0.14513258635997772, 0.12519879639148712, 0.12113607674837112]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5292828679084778]
+Labels: ['Cancer']
+Scores: [0.5356729030609131]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5183349847793579]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5248240828514099]
+Labels: ['Mental Health']
+Scores: [0.5542510151863098]
+Labels: ['Diabetes type 1']
+Scores: [0.5336389541625977]
+Labels: ['Diabetes type 2']
+Scores: [0.5410424470901489]
+Combination: 
+"Cancer": 0.3450584411621094
+"Diabetes type 2": 0.347352959215641
+"Diabetes": 0.340830996632576
+"Mental Health": 0.35114849358797073
+"Diabetes type 1": 0.3393857702612877
+"Cardiovascular diseases": 0.3250114396214485
+"Chronic respiratory disease": 0.3197355307638645
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670442
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Animals', 'Lipocalin-2', 'Diabetic Neuropathies', 'Oxidative Stress', 'Molecular Targeted Therapy', 'Quality of Life', 'Cognitive Dysfunction', 'Drug Development', 'Blood-Brain Barrier', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.21339325606822968, 0.20517782866954803, 0.14714454114437103, 0.13077889382839203, 0.10436209291219711, 0.1000586673617363, 0.09908473491668701]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.600155234336853]
+Labels: ['Cancer']
+Scores: [0.5425956845283508]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4772774577140808]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5671714544296265]
+Labels: ['Mental Health']
+Scores: [0.5256514549255371]
+Labels: ['Diabetes type 1']
+Scores: [0.5584630966186523]
+Labels: ['Diabetes type 2']
+Scores: [0.5628925561904907]
+Combination: 
+"Diabetes type 2": 0.3881429061293602
+"Diabetes type 1": 0.3818204626441002
+"Diabetes": 0.37364988774061203
+"Cardiovascular diseases": 0.34897517412900925
+"Cancer": 0.32347888872027397
+"Mental Health": 0.3128550611436367
+"Chronic respiratory disease": 0.2881810963153839
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670363
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Computational Biology', 'Diabetes Mellitus', 'Benchmarking', 'Blood Glucose', 'Wearable Electronic Devices', 'Smartphone', 'Mobile Applications', 'Language', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.17272129654884338, 0.16730742156505585, 0.16534161567687988, 0.1378149688243866, 0.12646275758743286, 0.12013623863458633, 0.11021570861339569]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5907652378082275]
+Labels: ['Cancer']
+Scores: [0.5285781621932983]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4908211827278137]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5153940916061401]
+Labels: ['Mental Health']
+Scores: [0.5518798232078552]
+Labels: ['Diabetes type 1']
+Scores: [0.5602111220359802]
+Labels: ['Diabetes type 2']
+Scores: [0.5640056133270264]
+Combination: 
+"Diabetes type 2": 0.3683634549379349
+"Diabetes type 1": 0.36375927180051804
+"Diabetes": 0.3780534267425537
+"Mental Health": 0.3448473960161209
+"Cardiovascular diseases": 0.3209284245967865
+"Cancer": 0.32435720041394234
+"Chronic respiratory disease": 0.3005184456706047
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39667764
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Anti-Bacterial Agents', 'Diabetic Foot', 'Osteomyelitis', 'Diabetes Mellitus', 'Anti-Infective Agents, Local']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.19460004568099976, 0.18445253372192383, 0.14336107671260834, 0.12791354954242706, 0.12324582040309906, 0.12232575565576553, 0.1041012704372406]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5683541297912598]
+Labels: ['Cancer']
+Scores: [0.5490707755088806]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4901900291442871]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5581864714622498]
+Labels: ['Mental Health']
+Scores: [0.5507063865661621]
+Labels: ['Diabetes type 1']
+Scores: [0.5751227736473083]
+Labels: ['Diabetes type 2']
+Scores: [0.5825027823448181]
+Combination: 
+"Diabetes type 2": 0.38855141401290894
+"Diabetes type 1": 0.3797876536846161
+"Diabetes": 0.35585760325193405
+"Mental Health": 0.3393099680542946
+"Cardiovascular diseases": 0.3407161459326744
+"Cancer": 0.3356982655823231
+"Chronic respiratory disease": 0.29714564979076385
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666732
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Insulin', 'Aged', 'Diabetes Mellitus', 'Hospitalization', 'Frail Elderly', 'Hypoglycemic Agents', 'Female', 'Male', 'Hospitals']
+Multi-label classification:
+Labels: ['Diabetes', 'Cancer', 'Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.16374358534812927, 0.15119026601314545, 0.15103349089622498, 0.14969255030155182, 0.14464987814426422, 0.12808772921562195, 0.11160243302583694]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6116608381271362]
+Labels: ['Cancer']
+Scores: [0.5934932827949524]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5383123755455017]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5813915133476257]
+Labels: ['Mental Health']
+Scores: [0.6025059819221497]
+Labels: ['Diabetes type 1']
+Scores: [0.5673853754997253]
+Labels: ['Diabetes type 2']
+Scores: [0.5662002563476562]
+Combination: 
+"Diabetes": 0.38770221173763275
+"Cancer": 0.3723417744040489
+"Mental Health": 0.3767697364091873
+"Diabetes type 2": 0.35794640332460403
+"Diabetes type 1": 0.3560176268219948
+"Cardiovascular diseases": 0.35473962128162384
+"Chronic respiratory disease": 0.3249574042856693
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666445
+Predictions: ['Diabetes']
+MeshTerm: ['Bone Regeneration', 'Humans', 'Drug Delivery Systems', 'Animals', 'Diabetes Mellitus', 'Neovascularization, Physiologic', 'Osteogenesis', 'Biocompatible Materials']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.1795644909143448, 0.16368211805820465, 0.15992049872875214, 0.13051201403141022, 0.12689636647701263, 0.12320580333471298, 0.11621872335672379]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5375090837478638]
+Labels: ['Cancer']
+Scores: [0.5048971176147461]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4272898733615875]
+Labels: ['Cardiovascular diseases']
+Scores: [0.45040619373321533]
+Labels: ['Mental Health']
+Scores: [0.4653131067752838]
+Labels: ['Diabetes type 1']
+Scores: [0.47531071305274963]
+Labels: ['Diabetes type 2']
+Scores: [0.48337221145629883]
+Combination: 
+"Diabetes type 2": 0.3314683511853218
+"Diabetes type 1": 0.31949641555547714
+"Diabetes": 0.34871479123830795
+"Cancer": 0.31770456582307816
+"Mental Health": 0.2961047366261482
+"Chronic respiratory disease": 0.27524783834815025
+"Cardiovascular diseases": 0.28331245854496956
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.18274737894535065, 0.182204470038414, 0.16512395441532135, 0.1415027379989624, 0.11551479995250702, 0.11087623238563538, 0.102030448615551]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5748395323753357]
+Labels: ['Cancer']
+Scores: [0.5305284857749939]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4567175507545471]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5750340223312378]
+Labels: ['Mental Health']
+Scores: [0.5028632283210754]
+Labels: ['Diabetes type 1']
+Scores: [0.5014406442642212]
+Labels: ['Diabetes type 2']
+Scores: [0.4908185601234436]
+Combination: 
+"Diabetes type 1": 0.3420940116047859
+"Diabetes type 2": 0.3365115150809288
+"Diabetes": 0.3699817433953285
+"Cardiovascular diseases": 0.3582683801651001
+"Cancer": 0.32302164286375046
+"Mental Health": 0.3068697303533554
+"Chronic respiratory disease": 0.27937399968504906
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666397
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Female', 'Risk Factors', 'COVID-19', 'Invasive Pulmonary Aspergillosis', 'Retrospective Studies', 'Case-Control Studies', 'Aged', 'Severity of Illness Index', 'SARS-CoV-2', 'Smoking', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Cancer', 'Diabetes', 'Chronic respiratory disease', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.1772174835205078, 0.17020867764949799, 0.14193566143512726, 0.1359027475118637, 0.13202330470085144, 0.12832362949848175, 0.11438850313425064]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5701406598091125]
+Labels: ['Cancer']
+Scores: [0.5633572340011597]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5273568630218506]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5026872754096985]
+Labels: ['Mental Health']
+Scores: [0.4276418685913086]
+Labels: ['Diabetes type 1']
+Scores: [0.5080445408821106]
+Labels: ['Diabetes type 2']
+Scores: [0.5206223130226135]
+Combination: 
+"Cancer": 0.37028735876083374
+"Diabetes": 0.37017466872930527
+"Chronic respiratory disease": 0.3346462622284889
+"Diabetes type 2": 0.3282625302672386
+"Diabetes type 1": 0.320033922791481
+"Cardiovascular diseases": 0.3155054524540901
+"Mental Health": 0.2710151858627796
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665943
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Vascular Stiffness', 'Male', 'Renal Insufficiency, Chronic', 'Female', 'Middle Aged', 'Hypertension', 'Glomerular Filtration Rate', 'Aged', 'Biomarkers', 'Albuminuria', 'Kidney', 'Cross-Sectional Studies', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.2049819529056549, 0.19834858179092407, 0.15230397880077362, 0.13377222418785095, 0.11069094389677048, 0.10600978136062622, 0.09389252960681915]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.619476318359375]
+Labels: ['Cancer']
+Scores: [0.5293411612510681]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5258969664573669]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5871351957321167]
+Labels: ['Mental Health']
+Scores: [0.45550450682640076]
+Labels: ['Diabetes type 1']
+Scores: [0.6416380405426025]
+Labels: ['Diabetes type 2']
+Scores: [0.640803337097168]
+Combination: 
+"Diabetes type 2": 0.42289264500141144
+"Diabetes type 1": 0.4199933111667633
+"Diabetes": 0.3858901485800743
+"Cardiovascular diseases": 0.3604537099599838
+"Cancer": 0.3200160525739193
+"Chronic respiratory disease": 0.3159533739089966
+"Mental Health": 0.27469851821660995
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665157
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Protein Glutamine gamma Glutamyltransferase 2', 'Transglutaminases', 'Male', 'Female', 'Aged', 'Vasodilation', 'Endothelium, Vascular', 'GTP-Binding Proteins', 'Arteries', 'Vascular Resistance', 'Sex Factors', 'Diabetes Mellitus', 'Vasodilator Agents', 'Enzyme Inhibitors', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Cardiovascular diseases', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.17558105289936066, 0.17521074414253235, 0.1665562093257904, 0.14235028624534607, 0.12465005367994308, 0.1079075038433075, 0.10774420201778412]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5573660731315613]
+Labels: ['Cancer']
+Scores: [0.5117641091346741]
+Labels: ['Chronic respiratory disease']
+Scores: [0.42589157819747925]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5662379860877991]
+Labels: ['Mental Health']
+Scores: [0.4389415979385376]
+Labels: ['Diabetes type 1']
+Scores: [0.5467599034309387]
+Labels: ['Diabetes type 2']
+Scores: [0.536503255367279]
+Combination: 
+"Diabetes type 2": 0.35604215413331985
+"Cardiovascular diseases": 0.3707243651151657
+"Diabetes type 1": 0.35665805637836456
+"Diabetes": 0.3498581796884537
+"Cancer": 0.3182070814073086
+"Chronic respiratory disease": 0.26689954102039337
+"Mental Health": 0.27334289997816086
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665118
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Receptors, Calcitriol', 'Female', 'Male', 'Venous Thromboembolism', 'Middle Aged', 'Polymorphism, Single Nucleotide', 'Vitamin D', 'Incidence', 'Follow-Up Studies', 'Genetic Predisposition to Disease', 'Risk Factors', 'Aged', 'Diabetes Mellitus', 'Adult', 'Biomarkers', 'Prognosis']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.1771087348461151, 0.1660546064376831, 0.14811019599437714, 0.13245557248592377, 0.12937533855438232, 0.12364473938941956, 0.12325077503919601]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5828785300254822]
+Labels: ['Cancer']
+Scores: [0.532258152961731]
+Labels: ['Chronic respiratory disease']
+Scores: [0.48575758934020996]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5031037330627441]
+Labels: ['Mental Health']
+Scores: [0.4992613196372986]
+Labels: ['Diabetes type 1']
+Scores: [0.5816340446472168]
+Labels: ['Diabetes type 2']
+Scores: [0.5923364162445068]
+Combination: 
+"Diabetes type 2": 0.384722575545311
+"Diabetes type 1": 0.37384432554244995
+"Diabetes": 0.36549436300992966
+"Mental Health": 0.3158584460616112
+"Cancer": 0.33081674575805664
+"Chronic respiratory disease": 0.30470116436481476
+"Cardiovascular diseases": 0.3131772540509701
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39664376
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Middle Aged', 'Meningoencephalitis', 'Meningitis, Cryptococcal', 'Antifungal Agents', 'Diabetes Complications', 'Diabetes Mellitus', 'Cryptococcosis', 'Cryptococcus neoformans']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.20307059586048126, 0.1873663365840912, 0.13997702300548553, 0.13564258813858032, 0.11565190553665161, 0.11093118041753769, 0.10736043751239777]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.51984703540802]
+Labels: ['Cancer']
+Scores: [0.5184136629104614]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4539264440536499]
+Labels: ['Cardiovascular diseases']
+Scores: [0.442958265542984]
+Labels: ['Mental Health']
+Scores: [0.43905189633369446]
+Labels: ['Diabetes type 1']
+Scores: [0.5775254368782043]
+Labels: ['Diabetes type 2']
+Scores: [0.5862414240837097]
+Combination: 
+"Diabetes type 2": 0.3946560099720955
+"Diabetes type 1": 0.38244588673114777
+"Diabetes": 0.3299120292067528
+"Cancer": 0.3270281255245209
+"Chronic respiratory disease": 0.28478917479515076
+"Mental Health": 0.2749915383756161
+"Cardiovascular diseases": 0.2751593515276909
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39662122
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Aged', 'Male', 'Retrospective Studies', 'Hospital Mortality', 'Female', 'Pneumonia', 'Dipeptidyl-Peptidase IV Inhibitors', 'Aged, 80 and over', 'Heart Failure', 'Cohort Studies', 'Diabetes Mellitus, Type 2', 'Respiration, Artificial', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.16126567125320435, 0.16035139560699463, 0.16033852100372314, 0.15024031698703766, 0.12986363470554352, 0.1217285618185997, 0.11621196568012238]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.562853217124939]
+Labels: ['Cancer']
+Scores: [0.5615720152854919]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4481410086154938]
+Labels: ['Cardiovascular diseases']
+Scores: [0.45433324575424194]
+Labels: ['Mental Health']
+Scores: [0.4818763732910156]
+Labels: ['Diabetes type 1']
+Scores: [0.5619863867759705]
+Labels: ['Diabetes type 2']
+Scores: [0.5577166080474854]
+Combination: 
+"Diabetes type 2": 0.35949113965034485
+"Diabetes type 1": 0.36116889119148254
+"Cancer": 0.36095526814460754
+"Diabetes": 0.3565467670559883
+"Mental Health": 0.30587000399827957
+"Chronic respiratory disease": 0.28493478521704674
+"Cardiovascular diseases": 0.28527260571718216
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39661531
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Parkinson Disease', 'Male', 'Female', 'White Matter', 'Aged', 'Cognitive Dysfunction', 'Diffusion Tensor Imaging', 'Middle Aged', 'Dementia', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.17598111927509308, 0.15387403964996338, 0.15095649659633636, 0.13247281312942505, 0.13205891847610474, 0.13115903735160828, 0.12349748611450195]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5461826920509338]
+Labels: ['Cancer']
+Scores: [0.4460715353488922]
+Labels: ['Chronic respiratory disease']
+Scores: [0.451132595539093]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4598127007484436]
+Labels: ['Mental Health']
+Scores: [0.43121638894081116]
+Labels: ['Diabetes type 1']
+Scores: [0.5177197456359863]
+Labels: ['Diabetes type 2']
+Scores: [0.5450353622436523]
+Combination: 
+"Diabetes type 2": 0.3605082407593727
+"Diabetes type 1": 0.33579689264297485
+"Diabetes": 0.3485695943236351
+"Chronic respiratory disease": 0.29180270433425903
+"Mental Health": 0.28163765370845795
+"Cardiovascular diseases": 0.29548586905002594
+"Cancer": 0.2847845107316971
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39659614
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Female', 'Male', 'Ethiopia', 'Cross-Sectional Studies', 'Middle Aged', 'Adult', 'Follow-Up Studies', 'Diabetes Mellitus', 'Prevalence', 'Cognitive Dysfunction', 'Aged', 'Risk Factors', 'Referral and Consultation', 'Neurocognitive Disorders', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.17506812512874603, 0.16211138665676117, 0.14989301562309265, 0.14027702808380127, 0.13549686968326569, 0.12324274331331253, 0.1139107346534729]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5689012408256531]
+Labels: ['Cancer']
+Scores: [0.4532315731048584]
+Labels: ['Chronic respiratory disease']
+Scores: [0.45918673276901245]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4987472891807556]
+Labels: ['Mental Health']
+Scores: [0.51055908203125]
+Labels: ['Diabetes type 1']
+Scores: [0.5733559727668762]
+Labels: ['Diabetes type 2']
+Scores: [0.5855851769447327]
+Combination: 
+"Diabetes type 2": 0.38032665103673935
+"Diabetes type 1": 0.3677336797118187
+"Diabetes": 0.35939712822437286
+"Mental Health": 0.32541805505752563
+"Chronic respiratory disease": 0.29734180122613907
+"Cardiovascular diseases": 0.3109950162470341
+"Cancer": 0.28357115387916565
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39659612
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Male', 'Female', 'Middle Aged', 'Aged', 'Adult', 'Foot', 'Biomechanical Phenomena', 'Pressure', 'Gait', 'Diabetic Foot', 'Aging', 'Diabetes Mellitus']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.1922549158334732, 0.18408477306365967, 0.17417104542255402, 0.12004753947257996, 0.1199725791811943, 0.10689090937376022, 0.10257828235626221]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5464062094688416]
+Labels: ['Cancer']
+Scores: [0.43332090973854065]
+Labels: ['Chronic respiratory disease']
+Scores: [0.41581201553344727]
+Labels: ['Cardiovascular diseases']
+Scores: [0.434562623500824]
+Labels: ['Mental Health']
+Scores: [0.42283013463020325]
+Labels: ['Diabetes type 1']
+Scores: [0.5341170430183411]
+Labels: ['Diabetes type 2']
+Scores: [0.5408493876457214]
+Combination: 
+"Diabetes type 2": 0.3665521517395973
+"Diabetes type 1": 0.35910090804100037
+"Diabetes": 0.3602886274456978
+"Mental Health": 0.2714388370513916
+"Chronic respiratory disease": 0.2678922973573208
+"Cardiovascular diseases": 0.2707267664372921
+"Cancer": 0.26794959604740143
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656459
+Predictions: ['Diabetes', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Female', 'Male', 'Middle Aged', 'Telephone', 'Glycemic Control', 'Glycated Hemoglobin', 'Adult', 'Texas', 'Diabetes Mellitus', 'Diabetes Mellitus, Type 2', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.18945719301700592, 0.17638643085956573, 0.1547168642282486, 0.12629418075084686, 0.120090551674366, 0.11963168531656265, 0.11342307925224304]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6242985725402832]
+Labels: ['Cancer']
+Scores: [0.5285012125968933]
+Labels: ['Chronic respiratory disease']
+Scores: [0.46703338623046875]
+Labels: ['Cardiovascular diseases']
+Scores: [0.48378801345825195]
+Labels: ['Mental Health']
+Scores: [0.5168212056159973]
+Labels: ['Diabetes type 1']
+Scores: [0.6405221819877625]
+Labels: ['Diabetes type 2']
+Scores: [0.6457334160804749]
+Combination: 
+"Diabetes type 2": 0.4175953045487404
+"Diabetes type 1": 0.4084543064236641
+"Diabetes": 0.3895077183842659
+"Mental Health": 0.3215576931834221
+"Chronic respiratory disease": 0.2935619689524174
+"Cancer": 0.324066448956728
+"Cardiovascular diseases": 0.2986055463552475
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656162
+Predictions: ['Diabetes']
+MeshTerm: ['Humans', 'Postural Balance', 'Male', 'Female', 'Middle Aged', 'Aged', 'Attention', 'Learning', 'Diabetes Mellitus', 'Accidental Falls', 'Motor Skills']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.20326738059520721, 0.17820414900779724, 0.16812606155872345, 0.14120522141456604, 0.11679849773645401, 0.09813147038221359, 0.09426721930503845]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.596474289894104]
+Labels: ['Cancer']
+Scores: [0.5736051797866821]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4792608320713043]
+Labels: ['Cardiovascular diseases']
+Scores: [0.509864866733551]
+Labels: ['Mental Health']
+Scores: [0.5603746771812439]
+Labels: ['Diabetes type 1']
+Scores: [0.5808258652687073]
+Labels: ['Diabetes type 2']
+Scores: [0.6032137274742126]
+Combination: 
+"Diabetes type 2": 0.40324055403470993
+"Diabetes type 1": 0.37951500713825226
+"Diabetes": 0.3823001757264137
+"Cancer": 0.3574052006006241
+"Mental Health": 0.33858658745884895
+"Cardiovascular diseases": 0.3039981685578823
+"Chronic respiratory disease": 0.2867640256881714
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673446
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cost-Benefit Analysis', 'Insulin Infusion Systems', 'Blood Glucose Self-Monitoring', 'Insulin', 'Blood Glucose', 'Hypoglycemic Agents', 'Models, Economic', 'Glycated Hemoglobin', 'Quality-Adjusted Life Years', 'Randomized Controlled Trials as Topic', 'Algorithms']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.18000809848308563, 0.1694929450750351, 0.1578824371099472, 0.13803188502788544, 0.13026422262191772, 0.11251212656497955, 0.11180821061134338]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5783237218856812]
+Labels: ['Cancer']
+Scores: [0.560325026512146]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4926820397377014]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5024349093437195]
+Labels: ['Mental Health']
+Scores: [0.5196840763092041]
+Labels: ['Diabetes type 1']
+Scores: [0.5571967959403992]
+Labels: ['Diabetes type 2']
+Scores: [0.5425370931625366]
+Combination: 
+"Diabetes type 1": 0.3686024472117424
+"Diabetes type 2": 0.35601501911878586
+"Diabetes": 0.3681030794978142
+"Cancer": 0.3491784557700157
+"Mental Health": 0.3249741494655609
+"Cardiovascular diseases": 0.3074735179543495
+"Chronic respiratory disease": 0.3022451251745224
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673230
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Cardiovascular Diseases', 'Australia', 'Risk Assessment', 'Male', 'Female', 'Adult', 'Middle Aged', 'Heart Disease Risk Factors', 'Risk Factors']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.18124300241470337, 0.168391615152359, 0.15673217177391052, 0.15089988708496094, 0.12831532955169678, 0.12046758830547333, 0.09395039826631546]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5637125968933105]
+Labels: ['Cancer']
+Scores: [0.5624536871910095]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4883413314819336]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5481268763542175]
+Labels: ['Mental Health']
+Scores: [0.5369671583175659]
+Labels: ['Diabetes type 1']
+Scores: [0.5274185538291931]
+Labels: ['Diabetes type 2']
+Scores: [0.5275853276252747]
+Combination: 
+"Diabetes type 1": 0.35433077812194824
+"Diabetes type 2": 0.34798847138881683
+"Diabetes": 0.36022238433361053
+"Cancer": 0.35667678713798523
+"Cardiovascular diseases": 0.33822110295295715
+"Mental Health": 0.3287173733115196
+"Chronic respiratory disease": 0.2911458648741245
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670552
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Feasibility Studies', 'Insulin', 'Child', 'Female', 'Male', 'Needlestick Injuries', 'Injections, Subcutaneous', 'Needles', 'Adolescent', 'Diabetes Mellitus, Type 1', 'Child, Preschool', 'Hypoglycemic Agents', 'Young Adult']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.16515710949897766, 0.1644957959651947, 0.15456964075565338, 0.15436184406280518, 0.1429590880870819, 0.11296416074037552, 0.10549238324165344]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5891982316970825]
+Labels: ['Cancer']
+Scores: [0.5883440375328064]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5404965281486511]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5088111758232117]
+Labels: ['Mental Health']
+Scores: [0.6083440780639648]
+Labels: ['Diabetes type 1']
+Scores: [0.6232263445854187]
+Labels: ['Diabetes type 2']
+Scores: [0.6207615733146667]
+Combination: 
+"Diabetes type 1": 0.3941917270421982
+"Diabetes type 2": 0.3926286846399307
+"Diabetes": 0.37188393622636795
+"Cancer": 0.3713529407978058
+"Mental Health": 0.3756515830755234
+"Chronic respiratory disease": 0.3267303444445133
+"Cardiovascular diseases": 0.30715177953243256
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39666416
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose Self-Monitoring', 'Blood Glucose', 'Diabetes Mellitus', 'Quality of Life', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Continuous Glucose Monitoring']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.18274737894535065, 0.182204470038414, 0.16512395441532135, 0.1415027379989624, 0.11551479995250702, 0.11087623238563538, 0.102030448615551]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5748395323753357]
+Labels: ['Cancer']
+Scores: [0.5305284857749939]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4567175507545471]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5750340223312378]
+Labels: ['Mental Health']
+Scores: [0.5028632283210754]
+Labels: ['Diabetes type 1']
+Scores: [0.5014406442642212]
+Labels: ['Diabetes type 2']
+Scores: [0.4908185601234436]
+Combination: 
+"Diabetes type 1": 0.3420940116047859
+"Diabetes type 2": 0.3365115150809288
+"Diabetes": 0.3699817433953285
+"Cardiovascular diseases": 0.3582683801651001
+"Cancer": 0.32302164286375046
+"Mental Health": 0.3068697303533554
+"Chronic respiratory disease": 0.27937399968504906
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39665438
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'Mice', 'Insulin-Secreting Cells', 'Diabetes Mellitus, Experimental', 'Cell Survival', 'Anti-Inflammatory Agents', 'Polytetrafluoroethylene', 'Diabetes Mellitus, Type 1', 'Male', 'Macrophages', 'Membranes, Artificial', 'Mice, Inbred C57BL', 'Cell Encapsulation', 'Islets of Langerhans Transplantation']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.18202203512191772, 0.16928128898143768, 0.15696533024311066, 0.13502588868141174, 0.1277322918176651, 0.11700829118490219, 0.11196498572826385]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5602919459342957]
+Labels: ['Cancer']
+Scores: [0.521060049533844]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4435211420059204]
+Labels: ['Cardiovascular diseases']
+Scores: [0.46072131395339966]
+Labels: ['Mental Health']
+Scores: [0.5173271894454956]
+Labels: ['Diabetes type 1']
+Scores: [0.5223366618156433]
+Labels: ['Diabetes type 2']
+Scores: [0.5175564289093018]
+Combination: 
+"Diabetes type 1": 0.3521793484687805
+"Diabetes type 2": 0.3434188589453697
+"Diabetes": 0.35862863808870316
+"Cancer": 0.32804296910762787
+"Mental Health": 0.32252974063158035
+"Chronic respiratory disease": 0.2802647165954113
+"Cardiovascular diseases": 0.28634314984083176
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39664107
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 1', 'Adult', 'Middle Aged', 'Diabetic Neuropathies', 'Female', 'Magnetic Resonance Imaging', 'Olfactory Bulb', 'Aged', 'Young Adult', 'Adolescent', 'Case-Control Studies', 'Smell']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases', 'Mental Health']
+Scores: [0.18964512646198273, 0.1885567009449005, 0.18548525869846344, 0.135410338640213, 0.1019674763083458, 0.09957457333803177, 0.09936051815748215]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6402484178543091]
+Labels: ['Cancer']
+Scores: [0.5785446166992188]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4469912648200989]
+Labels: ['Cardiovascular diseases']
+Scores: [0.45053166151046753]
+Labels: ['Mental Health']
+Scores: [0.41882002353668213]
+Labels: ['Diabetes type 1']
+Scores: [0.5937663316726685]
+Labels: ['Diabetes type 2']
+Scores: [0.5810609459877014]
+Combination: 
+"Diabetes": 0.4149467721581459
+"Diabetes type 1": 0.3911615163087845
+"Diabetes type 2": 0.38327310234308243
+"Cancer": 0.3569774776697159
+"Chronic respiratory disease": 0.27447937056422234
+"Cardiovascular diseases": 0.27505311742424965
+"Mental Health": 0.25909027084708214
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39663236
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Quality of Life', 'Psychometrics', 'Sweden', 'Child', 'Male', 'Female', 'Surveys and Questionnaires', 'Chronic Disease', 'Adolescent', 'Reproducibility of Results', 'Diabetes Mellitus, Type 1', 'Translations', 'Asthma', 'Parents', 'Factor Analysis, Statistical', 'Child, Preschool']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Cancer', 'Diabetes', 'Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases']
+Scores: [0.18695057928562164, 0.14577153325080872, 0.14069852232933044, 0.1349712610244751, 0.1348869651556015, 0.132966548204422, 0.12375467270612717]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5611798763275146]
+Labels: ['Cancer']
+Scores: [0.5731656551361084]
+Labels: ['Chronic respiratory disease']
+Scores: [0.6092092990875244]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5191521048545837]
+Labels: ['Mental Health']
+Scores: [0.5407995581626892]
+Labels: ['Diabetes type 1']
+Scores: [0.5420697927474976]
+Labels: ['Diabetes type 2']
+Scores: [0.5430962443351746]
+Combination: 
+"Chronic respiratory disease": 0.39807993918657303
+"Cancer": 0.35946859419345856
+"Diabetes": 0.35093919932842255
+"Mental Health": 0.33788540959358215
+"Diabetes type 2": 0.33899160474538803
+"Diabetes type 1": 0.3375181704759598
+"Cardiovascular diseases": 0.32145338878035545
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658973
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'COVID-19', 'Male', 'Female', 'Middle Aged', 'Retrospective Studies', 'Pakistan', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Adult', 'SARS-CoV-2', 'Survival Rate', 'Incidence']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.18653635680675507, 0.18115201592445374, 0.1623501181602478, 0.15371626615524292, 0.10865665972232819, 0.10493562370538712, 0.10265295207500458]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5944052338600159]
+Labels: ['Cancer']
+Scores: [0.5708472728729248]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4754658639431]
+Labels: ['Cardiovascular diseases']
+Scores: [0.49759334325790405]
+Labels: ['Mental Health']
+Scores: [0.498352587223053]
+Labels: ['Diabetes type 1']
+Scores: [0.5684064626693726]
+Labels: ['Diabetes type 2']
+Scores: [0.5527066588401794]
+Combination: 
+"Diabetes type 2": 0.36962150782346725
+"Diabetes type 1": 0.37477923929691315
+"Diabetes": 0.37837767601013184
+"Cancer": 0.36228176951408386
+"Mental Health": 0.3035046234726906
+"Chronic respiratory disease": 0.29020074382424355
+"Cardiovascular diseases": 0.3001231476664543
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658119
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetic Ketoacidosis', 'Diabetes Mellitus, Type 1', 'Child', 'Male', 'Female', 'Retrospective Studies', 'Adolescent', 'Saudi Arabia', 'Child, Preschool', 'Incidence', 'Polyuria', 'Abdominal Pain', 'Polydipsia', 'Vomiting', 'Age Factors', 'Severity of Illness Index']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.1671745479106903, 0.1625608503818512, 0.15452566742897034, 0.14061523973941803, 0.1320541799068451, 0.12243274599313736, 0.12063687294721603]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5668556690216064]
+Labels: ['Cancer']
+Scores: [0.5364066362380981]
+Labels: ['Chronic respiratory disease']
+Scores: [0.437780499458313]
+Labels: ['Cardiovascular diseases']
+Scores: [0.44107648730278015]
+Labels: ['Mental Health']
+Scores: [0.46997979283332825]
+Labels: ['Diabetes type 1']
+Scores: [0.5404096841812134]
+Labels: ['Diabetes type 2']
+Scores: [0.5254049897193909]
+Combination: 
+"Diabetes type 1": 0.35379211604595184
+"Diabetes": 0.3647082597017288
+"Diabetes type 2": 0.3399653285741806
+"Cancer": 0.3385109379887581
+"Mental Health": 0.30101698637008667
+"Chronic respiratory disease": 0.2801066227257252
+"Cardiovascular diseases": 0.2808566801249981
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39658013
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Adolescent', 'Female', 'Male', 'Self Efficacy', 'Quality of Life', 'Jordan', 'Glycemic Control', 'Empowerment', 'Glycated Hemoglobin', 'Child']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Mental Health', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.18013417720794678, 0.1627230942249298, 0.14712059497833252, 0.14176082611083984, 0.12597520649433136, 0.12214858829975128, 0.1201375350356102]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5709580183029175]
+Labels: ['Cancer']
+Scores: [0.5272846221923828]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4720577299594879]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4846973419189453]
+Labels: ['Mental Health']
+Scores: [0.5561767220497131]
+Labels: ['Diabetes type 1']
+Scores: [0.6092632412910461]
+Labels: ['Diabetes type 2']
+Scores: [0.5863969922065735]
+Combination: 
+"Diabetes type 1": 0.39469870924949646
+"Diabetes type 2": 0.37456004321575165
+"Mental Health": 0.3516486585140228
+"Diabetes": 0.35635942220687866
+"Cancer": 0.3266299143433571
+"Chronic respiratory disease": 0.2971031591296196
+"Cardiovascular diseases": 0.30241743847727776
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39653802
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Exercise', 'Insulin Infusion Systems', 'Insulin', 'Adolescent', 'Child', 'Hypoglycemic Agents', 'Europe', 'Blood Glucose', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.17468012869358063, 0.16852328181266785, 0.16564913094043732, 0.13308413326740265, 0.12447170168161392, 0.12280189245939255, 0.1107897087931633]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.49012669920921326]
+Labels: ['Cancer']
+Scores: [0.4899645149707794]
+Labels: ['Chronic respiratory disease']
+Scores: [0.44096171855926514]
+Labels: ['Cardiovascular diseases']
+Scores: [0.49434247612953186]
+Labels: ['Mental Health']
+Scores: [0.47125813364982605]
+Labels: ['Diabetes type 1']
+Scores: [0.45118018984794617]
+Labels: ['Diabetes type 2']
+Scores: [0.43899381160736084]
+Combination: 
+"Diabetes type 1": 0.3129301592707634
+"Diabetes type 2": 0.30375854671001434
+"Diabetes": 0.3278879150748253
+"Cancer": 0.31152432411909103
+"Cardiovascular diseases": 0.3094070889055729
+"Mental Health": 0.2970300130546093
+"Chronic respiratory disease": 0.2758757136762142
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39652177
+Predictions: ['Diabetes', 'Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Dermatitis, Atopic', 'Comorbidity', 'Risk Factors', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus', 'Child', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.16707825660705566, 0.16604886949062347, 0.16196954250335693, 0.14731891453266144, 0.1288454532623291, 0.12476833909749985, 0.10397056490182877]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5818451046943665]
+Labels: ['Cancer']
+Scores: [0.5579128861427307]
+Labels: ['Chronic respiratory disease']
+Scores: [0.503934919834137]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5605273842811584]
+Labels: ['Mental Health']
+Scores: [0.5621753931045532]
+Labels: ['Diabetes type 1']
+Scores: [0.5587364435195923]
+Labels: ['Diabetes type 2']
+Scores: [0.5548491477966309]
+Combination: 
+"Diabetes": 0.37446168065071106
+"Diabetes type 2": 0.36044900864362717
+"Diabetes type 1": 0.3603529930114746
+"Cancer": 0.3526159003376961
+"Mental Health": 0.34551042318344116
+"Cardiovascular diseases": 0.34264786168932915
+"Chronic respiratory disease": 0.30395274236798286
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39649224
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Genetic Predisposition to Disease', 'Genome-Wide Association Study', 'Glycated Hemoglobin', 'Mendelian Randomization Analysis', 'Polymorphism, Single Nucleotide', 'Spondylitis, Ankylosing']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.1729632169008255, 0.1677262932062149, 0.167703315615654, 0.147673100233078, 0.12615938484668732, 0.10997536778450012, 0.10779935121536255]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5689048171043396]
+Labels: ['Cancer']
+Scores: [0.5696219205856323]
+Labels: ['Chronic respiratory disease']
+Scores: [0.49041417241096497]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5449241995811462]
+Labels: ['Mental Health']
+Scores: [0.4916878342628479]
+Labels: ['Diabetes type 1']
+Scores: [0.5374804139137268]
+Labels: ['Diabetes type 2']
+Scores: [0.5323360562324524]
+Combination: 
+"Diabetes type 2": 0.35264963656663895
+"Diabetes": 0.36831555515527725
+"Diabetes type 1": 0.3525918647646904
+"Cancer": 0.35864751040935516
+"Cardiovascular diseases": 0.3355417922139168
+"Mental Health": 0.300831601023674
+"Chronic respiratory disease": 0.29910676181316376
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39645243
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Insulin-Secreting Cells', 'Animals', 'Drug Development', 'Insulin Secretion', 'Insulin', 'Disease Progression', 'Glycemic Control']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.19114723801612854, 0.18720406293869019, 0.17183621227741241, 0.14507579803466797, 0.10327130556106567, 0.10168568789958954, 0.0997796431183815]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5894224047660828]
+Labels: ['Cancer']
+Scores: [0.5663462281227112]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4635237753391266]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5041743516921997]
+Labels: ['Mental Health']
+Scores: [0.4717293381690979]
+Labels: ['Diabetes type 1']
+Scores: [0.5582813620567322]
+Labels: ['Diabetes type 2']
+Scores: [0.5581265687942505]
+Combination: 
+"Diabetes type 1": 0.37471430003643036
+"Diabetes type 2": 0.37266531586647034
+"Diabetes": 0.3806293085217476
+"Cancer": 0.3557110130786896
+"Cardiovascular diseases": 0.3037228286266327
+"Mental Health": 0.2867075130343437
+"Chronic respiratory disease": 0.28165170922875404
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39644976
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 1', 'Diving', 'Adult', 'Hypoglycemia', 'Male', 'Female', 'Blood Glucose', 'Young Adult', 'Blood Glucose Self-Monitoring', 'Glycated Hemoglobin', 'Adolescent', 'Middle Aged']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.17879807949066162, 0.17433811724185944, 0.1737612932920456, 0.15776151418685913, 0.10701711475849152, 0.10424522310495377, 0.10407862812280655]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.612371563911438]
+Labels: ['Cancer']
+Scores: [0.5917343497276306]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4343690574169159]
+Labels: ['Cardiovascular diseases']
+Scores: [0.46034231781959534]
+Labels: ['Mental Health']
+Scores: [0.453241765499115]
+Labels: ['Diabetes type 1']
+Scores: [0.5860819220542908]
+Labels: ['Diabetes type 2']
+Scores: [0.5907248258590698]
+Combination: 
+"Diabetes type 1": 0.3824400007724762
+"Diabetes type 2": 0.38253147155046463
+"Diabetes": 0.3930664286017418
+"Cancer": 0.3747479319572449
+"Mental Health": 0.28012944012880325
+"Chronic respiratory disease": 0.26930714026093483
+"Cardiovascular diseases": 0.28221047297120094
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39642862
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Diabetes Mellitus, Type 1', 'Humans', 'Islets of Langerhans Transplantation', 'Induced Pluripotent Stem Cells', 'Islets of Langerhans', 'Animals']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes', 'Diabetes type 2', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.18378137052059174, 0.1833503395318985, 0.173895001411438, 0.1494172215461731, 0.10624463111162186, 0.10389634221792221, 0.099415123462677]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6060061454772949]
+Labels: ['Cancer']
+Scores: [0.5990386009216309]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4513579308986664]
+Labels: ['Cardiovascular diseases']
+Scores: [0.523576557636261]
+Labels: ['Mental Health']
+Scores: [0.4603499472141266]
+Labels: ['Diabetes type 1']
+Scores: [0.5653327107429504]
+Labels: ['Diabetes type 2']
+Scores: [0.5709186792373657]
+Combination: 
+"Diabetes type 1": 0.3745570406317711
+"Diabetes": 0.3946782425045967
+"Diabetes type 2": 0.37240684032440186
+"Cancer": 0.374227911233902
+"Cardiovascular diseases": 0.3149105943739414
+"Mental Health": 0.2821231447160244
+"Chronic respiratory disease": 0.2753865271806717
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39639901
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Cost-Benefit Analysis', 'Diabetes Mellitus, Type 2', 'Patient Education as Topic', 'Diabetes Mellitus, Type 1']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.21079471707344055, 0.18795333802700043, 0.1517205834388733, 0.12609608471393585, 0.12308801710605621, 0.11195888370275497, 0.08838839083909988]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6024636030197144]
+Labels: ['Cancer']
+Scores: [0.5625899434089661]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5338914394378662]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6021937131881714]
+Labels: ['Mental Health']
+Scores: [0.6128917932510376]
+Labels: ['Diabetes type 1']
+Scores: [0.5869588255882263]
+Labels: ['Diabetes type 2']
+Scores: [0.6058874726295471]
+Combination: 
+"Diabetes type 2": 0.40834109485149384
+"Diabetes type 1": 0.3874560818076134
+"Diabetes": 0.3770920932292938
+"Mental Health": 0.3694939389824867
+"Cardiovascular diseases": 0.3626408651471138
+"Cancer": 0.3372744135558605
+"Chronic respiratory disease": 0.31113991513848305
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39636437
+Predictions: ['Diabetes type 1']
+MeshTerm: ['Animals', 'T-Lymphocytes, Regulatory', 'Mice, Inbred NOD', 'Mice', 'Female', 'Diabetes Mellitus, Type 1', 'Antigens, Differentiation, T-Lymphocyte', 'Antibodies, Monoclonal']
+Multi-label classification:
+Labels: ['Diabetes type 1', 'Diabetes type 2', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.21437563002109528, 0.20726366341114044, 0.16548404097557068, 0.13679946959018707, 0.093893863260746, 0.09266075491905212, 0.0895226001739502]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5848051905632019]
+Labels: ['Cancer']
+Scores: [0.5426921248435974]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4258406460285187]
+Labels: ['Cardiovascular diseases']
+Scores: [0.44502130150794983]
+Labels: ['Mental Health']
+Scores: [0.43647000193595886]
+Labels: ['Diabetes type 1']
+Scores: [0.5504646897315979]
+Labels: ['Diabetes type 2']
+Scores: [0.5575283169746399]
+Combination: 
+"Diabetes type 1": 0.3824201598763466
+"Diabetes type 2": 0.38239599019289017
+"Diabetes": 0.3751446157693863
+"Cancer": 0.33974579721689224
+"Chronic respiratory disease": 0.25986725464463234
+"Mental Health": 0.2645653784275055
+"Cardiovascular diseases": 0.26727195084095
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39632776
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Glycemic Control', 'Blood Glucose Self-Monitoring', 'Hypoglycemia', 'Glycated Hemoglobin', 'Diabetes Mellitus, Type 2', 'Diabetic Angiopathies', 'Diabetes Mellitus, Type 1', 'Hypoglycemic Agents', 'Postprandial Period', 'Clinical Relevance']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.18047718703746796, 0.17388495802879333, 0.1633942723274231, 0.15348069369792938, 0.12254355847835541, 0.10473339259624481, 0.10148584842681885]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5228807330131531]
+Labels: ['Cancer']
+Scores: [0.5116499066352844]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4616989493370056]
+Labels: ['Cardiovascular diseases']
+Scores: [0.504828929901123]
+Labels: ['Mental Health']
+Scores: [0.490566611289978]
+Labels: ['Diabetes type 1']
+Scores: [0.4642016291618347]
+Labels: ['Diabetes type 2']
+Scores: [0.46806204319000244]
+Combination: 
+"Diabetes type 2": 0.3242696151137352
+"Diabetes type 1": 0.319043293595314
+"Diabetes": 0.3431375026702881
+"Cardiovascular diseases": 0.3291548117995262
+"Cancer": 0.3170967325568199
+"Mental Health": 0.2976500019431114
+"Chronic respiratory disease": 0.28159239888191223
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39629047
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Blood Glucose', 'Diabetes Mellitus, Type 1', 'Diabetes Mellitus, Type 2', 'Drug Administration Schedule', 'Glycated Hemoglobin', 'Hypoglycemia', 'Hypoglycemic Agents', 'Insulin', 'Insulin, Long-Acting', 'Randomized Controlled Trials as Topic', 'Treatment Outcome']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.20571249723434448, 0.19376353919506073, 0.13763941824436188, 0.12102005630731583, 0.11854476481676102, 0.11177939176559448, 0.11154040694236755]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5787628293037415]
+Labels: ['Cancer']
+Scores: [0.5347775220870972]
+Labels: ['Chronic respiratory disease']
+Scores: [0.49656379222869873]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5076771974563599]
+Labels: ['Mental Health']
+Scores: [0.5230749249458313]
+Labels: ['Diabetes type 1']
+Scores: [0.5863412618637085]
+Labels: ['Diabetes type 2']
+Scores: [0.5932363271713257]
+Combination: 
+"Diabetes type 2": 0.3994744122028351
+"Diabetes type 1": 0.3900524005293846
+"Diabetes": 0.35820112377405167
+"Mental Health": 0.32204749062657356
+"Cancer": 0.3266611434519291
+"Chronic respiratory disease": 0.3041715919971466
+"Cardiovascular diseases": 0.3096088021993637
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39625868
+Predictions: ['Diabetes type 1', 'Diabetes type 2']
+MeshTerm: ['Humans', 'Pregnancy', 'Female', 'Diabetes, Gestational', 'Diabetes Mellitus, Type 2', 'Diabetes Mellitus, Type 1', 'Blood Glucose Self-Monitoring', 'Wearable Electronic Devices']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.19482287764549255, 0.1896267533302307, 0.1599275767803192, 0.1246802806854248, 0.12283536791801453, 0.1114082857966423, 0.09669888764619827]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6084146499633789]
+Labels: ['Cancer']
+Scores: [0.5425624251365662]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4993384778499603]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5694560408592224]
+Labels: ['Mental Health']
+Scores: [0.5697623491287231]
+Labels: ['Diabetes type 1']
+Scores: [0.581206202507019]
+Labels: ['Diabetes type 2']
+Scores: [0.5766672492027283]
+Combination: 
+"Diabetes type 2": 0.3857450634241104
+"Diabetes type 1": 0.3854164779186249
+"Diabetes": 0.38417111337184906
+"Cardiovascular diseases": 0.3470681607723236
+"Mental Health": 0.34629885852336884
+"Cancer": 0.32698535546660423
+"Chronic respiratory disease": 0.2980186827480793
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674195
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Greenhouse Gases', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Canagliflozin', 'Double-Blind Method', 'Middle Aged', 'Male', 'Aged', 'Female', 'Renal Insufficiency, Chronic', 'Hospitalization']
+Multi-label classification:
+Labels: ['Chronic respiratory disease', 'Diabetes type 2', 'Cancer', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cardiovascular diseases']
+Scores: [0.14793510735034943, 0.14642663300037384, 0.146041139960289, 0.14477069675922394, 0.14354830980300903, 0.1412925124168396, 0.12998563051223755]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6049706339836121]
+Labels: ['Cancer']
+Scores: [0.6111652255058289]
+Labels: ['Chronic respiratory disease']
+Scores: [0.6044938564300537]
+Labels: ['Cardiovascular diseases']
+Scores: [0.584674060344696]
+Labels: ['Mental Health']
+Scores: [0.596094012260437]
+Labels: ['Diabetes type 1']
+Scores: [0.5904338359832764]
+Labels: ['Diabetes type 2']
+Scores: [0.59331214427948]
+Combination: 
+"Chronic respiratory disease": 0.37621448189020157
+"Diabetes type 2": 0.3698693886399269
+"Cancer": 0.37860318273305893
+"Diabetes type 1": 0.36760226637125015
+"Diabetes": 0.37425947189331055
+"Mental Health": 0.3686932623386383
+"Cardiovascular diseases": 0.3573298454284668
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39674193
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'China', 'Male', 'Female', 'Middle Aged', 'Diabetes Mellitus, Type 2', 'Diet', 'Cardiovascular Diseases', 'Nutrition Surveys', 'Adult', 'Environment', 'Aged']
+Multi-label classification:
+Labels: ['Mental Health', 'Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.15797775983810425, 0.1554528921842575, 0.1493282914161682, 0.14552339911460876, 0.1364547610282898, 0.12892962992191315, 0.12633328139781952]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.588284432888031]
+Labels: ['Cancer']
+Scores: [0.5805222988128662]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5525493621826172]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5486259460449219]
+Labels: ['Mental Health']
+Scores: [0.5816945433616638]
+Labels: ['Diabetes type 1']
+Scores: [0.5641680359840393]
+Labels: ['Diabetes type 2']
+Scores: [0.5686537623405457]
+Combination: 
+"Mental Health": 0.36983615159988403
+"Diabetes type 2": 0.3620533272624016
+"Diabetes type 1": 0.35674816370010376
+"Diabetes": 0.3669039160013199
+"Cancer": 0.358488529920578
+"Chronic respiratory disease": 0.34073949605226517
+"Cardiovascular diseases": 0.3374796137213707
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656981
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Gastric Inhibitory Polypeptide', 'Incretins', 'Glucagon-Like Peptide 1', 'Diabetes Mellitus, Type 2', 'Glucagon', 'Hypoglycemic Agents', 'History, 20th Century', 'Animals', 'History, 21st Century', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes', 'Diabetes type 2', 'Diabetes type 1', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.185091033577919, 0.18384429812431335, 0.17885471880435944, 0.13573651015758514, 0.12571100890636444, 0.09663675725460052, 0.09412574023008347]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6120554804801941]
+Labels: ['Cancer']
+Scores: [0.5894460082054138]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4779307246208191]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5955933928489685]
+Labels: ['Mental Health']
+Scores: [0.4977405369281769]
+Labels: ['Diabetes type 1']
+Scores: [0.5354527831077576]
+Labels: ['Diabetes type 2']
+Scores: [0.5396682024002075]
+Combination: 
+"Diabetes": 0.39857325702905655
+"Diabetes type 2": 0.36175625026226044
+"Diabetes type 1": 0.3571537509560585
+"Cancer": 0.3625912591814995
+"Cardiovascular diseases": 0.3606522008776665
+"Mental Health": 0.2971886470913887
+"Chronic respiratory disease": 0.2860282324254513
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39656751
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Bariatric Surgery', 'Thailand', 'Cost-Benefit Analysis', 'Obesity', 'Quality-Adjusted Life Years', 'Female', 'Male', 'Middle Aged', 'Markov Chains', 'Laparoscopy', 'Adult', 'Budgets', 'Body Mass Index']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.18026186525821686, 0.16529691219329834, 0.14227700233459473, 0.13488374650478363, 0.13109515607357025, 0.12381108105182648, 0.12237431108951569]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5741239786148071]
+Labels: ['Cancer']
+Scores: [0.5497725009918213]
+Labels: ['Chronic respiratory disease']
+Scores: [0.45729705691337585]
+Labels: ['Cardiovascular diseases']
+Scores: [0.49566301703453064]
+Labels: ['Mental Health']
+Scores: [0.48917707800865173]
+Labels: ['Diabetes type 1']
+Scores: [0.591666579246521]
+Labels: ['Diabetes type 2']
+Scores: [0.5850911736488342]
+Combination: 
+"Diabetes type 2": 0.38267651945352554
+"Diabetes type 1": 0.37848174571990967
+"Diabetes": 0.3582004904747009
+"Cancer": 0.34232812374830246
+"Mental Health": 0.310136117041111
+"Chronic respiratory disease": 0.29055406898260117
+"Cardiovascular diseases": 0.30901866406202316
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673731
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Obesity', 'Hypoglycemic Agents', 'Biomarkers', 'Precision Medicine', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.18789272010326385, 0.1795652210712433, 0.16689051687717438, 0.13984164595603943, 0.12638041377067566, 0.1044556200504303, 0.09497382491827011]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5731300711631775]
+Labels: ['Cancer']
+Scores: [0.5816331505775452]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5436391234397888]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5600666999816895]
+Labels: ['Mental Health']
+Scores: [0.5668120384216309]
+Labels: ['Diabetes type 1']
+Scores: [0.5445875525474548]
+Labels: ['Diabetes type 2']
+Scores: [0.5503699779510498]
+Combination: 
+"Diabetes type 2": 0.36913134902715683
+"Diabetes type 1": 0.36207638680934906
+"Diabetes": 0.37001029402017593
+"Cardiovascular diseases": 0.34995417296886444
+"Cancer": 0.3540067821741104
+"Mental Health": 0.3356338292360306
+"Chronic respiratory disease": 0.31930647417902946
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673670
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Ghrelin', 'Diabetes Mellitus, Experimental', 'Rats', 'Pancreas', 'Oxidative Stress', 'Male', 'Apoptosis', 'Fructose', 'Insulin', 'Caspase 3', 'Streptozocin', 'Blood Glucose', 'Caspase 9', 'Insulin Resistance', 'Rats, Wistar', 'Diabetes Mellitus, Type 2', 'Protective Agents', 'Malondialdehyde', 'Glutathione', 'Superoxide Dismutase', 'Glucagon']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.18116600811481476, 0.16281436383724213, 0.15762284398078918, 0.1330956220626831, 0.1330399066209793, 0.12113223224878311, 0.11112897098064423]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5627527236938477]
+Labels: ['Cancer']
+Scores: [0.539607584476471]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4328010380268097]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5311785340309143]
+Labels: ['Mental Health']
+Scores: [0.49866151809692383]
+Labels: ['Diabetes type 1']
+Scores: [0.5333194136619568]
+Labels: ['Diabetes type 2']
+Scores: [0.5473345518112183]
+Combination: 
+"Diabetes type 2": 0.3642502799630165
+"Diabetes type 1": 0.34806688874959946
+"Diabetes": 0.3601877838373184
+"Cancer": 0.336351603269577
+"Cardiovascular diseases": 0.3321092203259468
+"Mental Health": 0.30989687517285347
+"Chronic respiratory disease": 0.27196500450372696
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673172
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Adult', 'Aged', 'Female', 'Humans', 'Male', 'Middle Aged', 'Black or African American', 'Diabetes Mellitus, Type 2', 'Health Knowledge, Attitudes, Practice', 'Self-Management', 'Surveys and Questionnaires']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Mental Health', 'Cancer', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.20269425213336945, 0.17552527785301208, 0.1573135107755661, 0.1445997655391693, 0.12527722120285034, 0.10610359907150269, 0.08848631381988525]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.611991286277771]
+Labels: ['Cancer']
+Scores: [0.5815560817718506]
+Labels: ['Chronic respiratory disease']
+Scores: [0.49939611554145813]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5634475350379944]
+Labels: ['Mental Health']
+Scores: [0.5917385220527649]
+Labels: ['Diabetes type 1']
+Scores: [0.5936957597732544]
+Labels: ['Diabetes type 2']
+Scores: [0.6204104423522949]
+Combination: 
+"Diabetes type 2": 0.4115523472428322
+"Diabetes type 1": 0.38461051881313324
+"Diabetes": 0.38465239852666855
+"Mental Health": 0.3681691437959671
+"Cancer": 0.35341665148735046
+"Cardiovascular diseases": 0.33477556705474854
+"Chronic respiratory disease": 0.2939412146806717
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673064
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Vildagliptin', 'Metformin', 'Diabetes Mellitus, Type 2', 'Female', 'Male', 'Middle Aged', 'Hypoglycemic Agents', 'Fatty Liver', 'Blood Glucose', 'Nitriles', 'Pyrrolidines', 'Adamantane', 'Adult', 'Glycated Hemoglobin', 'Aged']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.18235568702220917, 0.15802673995494843, 0.1398242861032486, 0.13307583332061768, 0.1325087547302246, 0.12855015695095062, 0.1256585717201233]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5479661226272583]
+Labels: ['Cancer']
+Scores: [0.5213091969490051]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4942459166049957]
+Labels: ['Cardiovascular diseases']
+Scores: [0.497965008020401]
+Labels: ['Mental Health']
+Scores: [0.504706859588623]
+Labels: ['Diabetes type 1']
+Scores: [0.5628836750984192]
+Labels: ['Diabetes type 2']
+Scores: [0.5933820009231567]
+Combination: 
+"Diabetes type 2": 0.38786884397268295
+"Diabetes type 1": 0.3604552075266838
+"Diabetes": 0.34389520436525345
+"Chronic respiratory disease": 0.3136608749628067
+"Mental Health": 0.31860780715942383
+"Cancer": 0.3249296769499779
+"Cardiovascular diseases": 0.31181178987026215
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39673018
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Diabetes Mellitus, Type 2', 'Female', 'Gastrectomy', 'Remission Induction', 'Middle Aged', 'Nomograms', 'Obesity, Morbid', 'Adult', 'China', 'Longitudinal Studies', 'Treatment Outcome', 'Blood Glucose', 'Glycated Hemoglobin', 'Bariatric Surgery', 'ROC Curve']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Mental Health', 'Diabetes', 'Chronic respiratory disease', 'Cancer', 'Cardiovascular diseases']
+Scores: [0.16314975917339325, 0.155388742685318, 0.14622516930103302, 0.14044494926929474, 0.1391836255788803, 0.12974005937576294, 0.12586767971515656]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5392835736274719]
+Labels: ['Cancer']
+Scores: [0.49781352281570435]
+Labels: ['Chronic respiratory disease']
+Scores: [0.46180644631385803]
+Labels: ['Cardiovascular diseases']
+Scores: [0.46672767400741577]
+Labels: ['Mental Health']
+Scores: [0.4522596001625061]
+Labels: ['Diabetes type 1']
+Scores: [0.580253541469574]
+Labels: ['Diabetes type 2']
+Scores: [0.5925230979919434]
+Combination: 
+"Diabetes type 2": 0.3778364285826683
+"Diabetes type 1": 0.367821142077446
+"Mental Health": 0.29924238473176956
+"Diabetes": 0.33986426144838333
+"Chronic respiratory disease": 0.30049503594636917
+"Cancer": 0.31377679109573364
+"Cardiovascular diseases": 0.29629767686128616
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672583
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Cross-Sectional Studies', 'China', 'Middle Aged', 'Liver Cirrhosis', 'Prevalence', 'Risk Factors', 'Elasticity Imaging Techniques', 'Aged', 'Fatty Liver', 'Body Mass Index', 'Insulin Resistance', 'Adult', 'Logistic Models']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Chronic respiratory disease', 'Mental Health', 'Cardiovascular diseases', 'Cancer']
+Scores: [0.20441016554832458, 0.17188632488250732, 0.13538119196891785, 0.12941628694534302, 0.1266900897026062, 0.11681634932756424, 0.1153995469212532]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5550452470779419]
+Labels: ['Cancer']
+Scores: [0.5067117810249329]
+Labels: ['Chronic respiratory disease']
+Scores: [0.473822683095932]
+Labels: ['Cardiovascular diseases']
+Scores: [0.48211371898651123]
+Labels: ['Mental Health']
+Scores: [0.48544859886169434]
+Labels: ['Diabetes type 1']
+Scores: [0.595208466053009]
+Labels: ['Diabetes type 2']
+Scores: [0.6248579621315002]
+Combination: 
+"Diabetes type 2": 0.4146340638399124
+"Diabetes type 1": 0.3835473954677582
+"Diabetes": 0.34521321952342987
+"Chronic respiratory disease": 0.3016194850206375
+"Mental Health": 0.30606934428215027
+"Cardiovascular diseases": 0.29946503415703773
+"Cancer": 0.31105566397309303
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672582
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Sodium-Glucose Transporter 2 Inhibitors', 'Diabetes Mellitus, Type 2', 'Heart Failure', 'Thailand', 'Retrospective Studies', 'Female', 'Male', 'Middle Aged', 'Aged', 'Hospitalization', 'Propensity Score', 'Hypoglycemia', 'Myocardial Infarction', 'Stroke']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.17430482804775238, 0.16456778347492218, 0.15736110508441925, 0.14227209985256195, 0.13487505912780762, 0.11847545206546783, 0.10814379900693893]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6171115636825562]
+Labels: ['Cancer']
+Scores: [0.587674617767334]
+Labels: ['Chronic respiratory disease']
+Scores: [0.5578728318214417]
+Labels: ['Cardiovascular diseases']
+Scores: [0.6044778823852539]
+Labels: ['Mental Health']
+Scores: [0.565563440322876]
+Labels: ['Diabetes type 1']
+Scores: [0.5742082595825195]
+Labels: ['Diabetes type 2']
+Scores: [0.5703097581863403]
+Combination: 
+"Diabetes type 2": 0.37230729311704636
+"Diabetes type 1": 0.36938802152872086
+"Diabetes": 0.3872363343834877
+"Cardiovascular diseases": 0.37337499111890793
+"Cancer": 0.3612748384475708
+"Mental Health": 0.3420194461941719
+"Chronic respiratory disease": 0.3330083154141903
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672547
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Sodium-Glucose Transporter 2 Inhibitors', 'Cardiovascular Diseases', 'Incretins', 'Female', 'Hypoglycemic Agents', 'Animals', 'Heart Disease Risk Factors', 'Glucagon-Like Peptide-1 Receptor Agonists']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Cardiovascular diseases', 'Diabetes', 'Mental Health', 'Cancer', 'Chronic respiratory disease']
+Scores: [0.19713686406612396, 0.1743660420179367, 0.15113545954227448, 0.1505572497844696, 0.11895013600587845, 0.10650955885648727, 0.10134464502334595]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.578650712966919]
+Labels: ['Cancer']
+Scores: [0.5127289295196533]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4466472864151001]
+Labels: ['Cardiovascular diseases']
+Scores: [0.580166220664978]
+Labels: ['Mental Health']
+Scores: [0.5338912010192871]
+Labels: ['Diabetes type 1']
+Scores: [0.5401890277862549]
+Labels: ['Diabetes type 2']
+Scores: [0.5540762543678284]
+Combination: 
+"Diabetes type 2": 0.37560655921697617
+"Diabetes type 1": 0.3572775349020958
+"Cardiovascular diseases": 0.36565084010362625
+"Diabetes": 0.3646039813756943
+"Mental Health": 0.3264206685125828
+"Cancer": 0.3096192441880703
+"Chronic respiratory disease": 0.273995965719223
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39672082
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Female', 'Biomarkers', 'Middle Aged', 'Prospective Studies', 'Diabetes Mellitus, Type 2', 'Parenteral Nutrition', 'Inflammation', 'Cytokines', 'Permeability', 'Fatty Acids, Omega-3', 'Aged', 'Olive Oil', 'Triglycerides', 'Oxidative Stress', 'Intestinal Mucosa', 'Intestinal Barrier Function', 'Haptoglobins', 'Protein Precursors']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.20005275309085846, 0.19671618938446045, 0.16842210292816162, 0.14650075137615204, 0.1033400371670723, 0.09366050362586975, 0.0913076102733612]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.6470658779144287]
+Labels: ['Cancer']
+Scores: [0.6024540662765503]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4720037281513214]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5235176682472229]
+Labels: ['Mental Health']
+Scores: [0.48098766803741455]
+Labels: ['Diabetes type 1']
+Scores: [0.6200912594795227]
+Labels: ['Diabetes type 2']
+Scores: [0.6168800592422485]
+Combination: 
+"Diabetes type 2": 0.4084664061665535
+"Diabetes type 1": 0.4084037244319916
+"Diabetes": 0.40774399042129517
+"Cancer": 0.37447740882635117
+"Cardiovascular diseases": 0.3134288527071476
+"Mental Health": 0.28732408583164215
+"Chronic respiratory disease": 0.2816556692123413
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671462
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Diabetes Mellitus, Type 2', 'Humans', 'Female', 'Retrospective Studies', 'Male', 'Primary Health Care', 'Middle Aged', 'Aged', 'Glycemic Control', 'Databases, Factual', 'Glycated Hemoglobin', 'Bacterial Infections', 'Hypoglycemic Agents', 'Risk Factors', 'Anti-Bacterial Agents', 'Blood Glucose', 'France']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.22176018357276917, 0.19821377098560333, 0.13974006474018097, 0.13492907583713531, 0.11128494143486023, 0.09933283925056458, 0.09473919868469238]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5879073739051819]
+Labels: ['Cancer']
+Scores: [0.5651109218597412]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4729101359844208]
+Labels: ['Cardiovascular diseases']
+Scores: [0.46155694127082825]
+Labels: ['Mental Health']
+Scores: [0.5039454698562622]
+Labels: ['Diabetes type 1']
+Scores: [0.616299033164978]
+Labels: ['Diabetes type 2']
+Scores: [0.6169835329055786]
+Combination: 
+"Diabetes type 2": 0.4193718582391739
+"Diabetes type 1": 0.4072564020752907
+"Diabetes": 0.3638237193226814
+"Cancer": 0.35001999884843826
+"Mental Health": 0.3076152056455612
+"Chronic respiratory disease": 0.2861214876174927
+"Cardiovascular diseases": 0.2781480699777603
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671339
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Diabetic Cardiomyopathies', 'Mice, Inbred C57BL', 'Diabetes Mellitus, Experimental', 'Male', 'Diet, High-Fat', 'Disease Models, Animal', 'Streptozocin', 'Insulin Resistance', 'Diabetes Mellitus, Type 2']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cancer', 'Diabetes type 1', 'Cardiovascular diseases', 'Chronic respiratory disease', 'Mental Health']
+Scores: [0.15984852612018585, 0.15397460758686066, 0.14413821697235107, 0.14209939539432526, 0.13550780713558197, 0.1338193267583847, 0.13061213493347168]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.526325523853302]
+Labels: ['Cancer']
+Scores: [0.496181458234787]
+Labels: ['Chronic respiratory disease']
+Scores: [0.419170618057251]
+Labels: ['Cardiovascular diseases']
+Scores: [0.4594908058643341]
+Labels: ['Mental Health']
+Scores: [0.42058825492858887]
+Labels: ['Diabetes type 1']
+Scores: [0.4873601496219635]
+Labels: ['Diabetes type 2']
+Scores: [0.5089113116264343]
+Combination: 
+"Diabetes type 2": 0.3343799188733101
+"Diabetes": 0.34015006572008133
+"Cancer": 0.32015983760356903
+"Diabetes type 1": 0.3147297725081444
+"Cardiovascular diseases": 0.29749930649995804
+"Chronic respiratory disease": 0.27649497240781784
+"Mental Health": 0.2756001949310303
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671241
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Animals', 'Mice', 'Hyperglycemia', 'Liver', 'Humans', 'Zinc', 'Cation Transport Proteins', 'Obesity', 'Diabetes Mellitus, Type 2', 'Male', 'Mice, Knockout', 'Female', 'Mice, Inbred C57BL']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.20194634795188904, 0.19326327741146088, 0.16527682542800903, 0.12041182816028595, 0.10975915938615799, 0.10646046698093414, 0.10288207978010178]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.623298168182373]
+Labels: ['Cancer']
+Scores: [0.537449061870575]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4465092718601227]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5048317313194275]
+Labels: ['Mental Health']
+Scores: [0.4433809816837311]
+Labels: ['Diabetes type 1']
+Scores: [0.6142469644546509]
+Labels: ['Diabetes type 2']
+Scores: [0.6125429272651672]
+Combination: 
+"Diabetes type 2": 0.40724463760852814
+"Diabetes type 1": 0.4037551209330559
+"Diabetes": 0.39428749680519104
+"Cancer": 0.32893044501543045
+"Cardiovascular diseases": 0.30729544535279274
+"Mental Health": 0.2749207243323326
+"Chronic respiratory disease": 0.27469567582011223
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39671223
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetic Retinopathy', 'Machine Learning', 'Macular Edema', 'Male', 'Female', 'Middle Aged', 'Angiogenesis Inhibitors', 'Vascular Endothelial Growth Factor A', 'Aqueous Humor', 'Diabetes Mellitus, Type 2', 'Aged', 'Metabolomics', 'Lipidomics', 'Prospective Studies', 'Chromatography, High Pressure Liquid', 'Biomarkers', 'Multiomics']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Mental Health', 'Cardiovascular diseases', 'Chronic respiratory disease']
+Scores: [0.17537236213684082, 0.1704968512058258, 0.15702126920223236, 0.14236745238304138, 0.12602350115776062, 0.11619310826063156, 0.11252550035715103]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5641295313835144]
+Labels: ['Cancer']
+Scores: [0.5275165438652039]
+Labels: ['Chronic respiratory disease']
+Scores: [0.4453867971897125]
+Labels: ['Cardiovascular diseases']
+Scores: [0.46424537897109985]
+Labels: ['Mental Health']
+Scores: [0.44278788566589355]
+Labels: ['Diabetes type 1']
+Scores: [0.5226612687110901]
+Labels: ['Diabetes type 2']
+Scores: [0.5218947529792786]
+Combination: 
+"Diabetes type 2": 0.3486335575580597
+"Diabetes type 1": 0.34657905995845795
+"Diabetes": 0.3605754002928734
+"Cancer": 0.3349419981241226
+"Mental Health": 0.2844056934118271
+"Cardiovascular diseases": 0.2902192436158657
+"Chronic respiratory disease": 0.2789561487734318
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670902
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Male', 'Female', 'Prospective Studies', 'Middle Aged', 'Patient Education as Topic', 'Surveys and Questionnaires', 'Colombia', 'Health Knowledge, Attitudes, Practice', 'Aged', 'Longitudinal Studies', 'Self Care', 'Adult']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cancer', 'Cardiovascular diseases', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.20031636953353882, 0.18255652487277985, 0.14744003117084503, 0.13599394261837006, 0.12050113826990128, 0.11386463791131973, 0.09932735562324524]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5984817743301392]
+Labels: ['Cancer']
+Scores: [0.5603541135787964]
+Labels: ['Chronic respiratory disease']
+Scores: [0.42888233065605164]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5382837653160095]
+Labels: ['Mental Health']
+Scores: [0.4885098338127136]
+Labels: ['Diabetes type 1']
+Scores: [0.58193439245224]
+Labels: ['Diabetes type 2']
+Scores: [0.5868716835975647]
+Combination: 
+"Diabetes type 2": 0.39359402656555176
+"Diabetes type 1": 0.3822454586625099
+"Diabetes": 0.3729609027504921
+"Cancer": 0.3481740280985832
+"Cardiovascular diseases": 0.3293924517929554
+"Mental Health": 0.3011872358620167
+"Chronic respiratory disease": 0.26410484313964844
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39670387
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Alzheimer Disease', 'Diabetes Mellitus, Type 2', 'Animals', 'Mice', 'Humans', 'Computational Biology', 'Female', 'Male', 'Signal Transduction', 'Disease Models, Animal', 'Estrogens', 'Species Specificity', 'Transcriptome', 'Inflammation', 'Brain']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes', 'Cancer', 'Diabetes type 1', 'Mental Health', 'Chronic respiratory disease', 'Cardiovascular diseases']
+Scores: [0.184066504240036, 0.15305936336517334, 0.1453692764043808, 0.1423877477645874, 0.1304500550031662, 0.12448864430189133, 0.12017840147018433]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.5356079339981079]
+Labels: ['Cancer']
+Scores: [0.5247712731361389]
+Labels: ['Chronic respiratory disease']
+Scores: [0.43150365352630615]
+Labels: ['Cardiovascular diseases']
+Scores: [0.45535707473754883]
+Labels: ['Mental Health']
+Scores: [0.46964946389198303]
+Labels: ['Diabetes type 1']
+Scores: [0.4506605863571167]
+Labels: ['Diabetes type 2']
+Scores: [0.5000098347663879]
+Combination: 
+"Diabetes type 2": 0.342038169503212
+"Diabetes": 0.3443336486816406
+"Cancer": 0.33507027477025986
+"Diabetes type 1": 0.29652416706085205
+"Mental Health": 0.3000497594475746
+"Chronic respiratory disease": 0.27799614891409874
+"Cardiovascular diseases": 0.2877677381038666
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39669492
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Diabetes Mellitus, Type 2', 'Cardiovascular Diseases', 'Male', 'Female', 'Middle Aged', 'Smoking Cessation', 'Waist Circumference', 'Retrospective Studies', 'Republic of Korea', 'Incidence', 'Aged', 'Adult', 'Cause of Death', 'Follow-Up Studies', 'Risk Factors', 'Smoking', 'Body Weight']
+Multi-label classification:
+Labels: ['Diabetes type 2', 'Diabetes type 1', 'Diabetes', 'Cardiovascular diseases', 'Cancer', 'Mental Health', 'Chronic respiratory disease']
+Scores: [0.17981640994548798, 0.17810764908790588, 0.17282092571258545, 0.14291323721408844, 0.11873265355825424, 0.11002039164304733, 0.09758877754211426]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.640945553779602]
+Labels: ['Cancer']
+Scores: [0.5803977251052856]
+Labels: ['Chronic respiratory disease']
+Scores: [0.49594512581825256]
+Labels: ['Cardiovascular diseases']
+Scores: [0.5991342067718506]
+Labels: ['Mental Health']
+Scores: [0.5282987356185913]
+Labels: ['Diabetes type 1']
+Scores: [0.5889689326286316]
+Labels: ['Diabetes type 2']
+Scores: [0.5846615433692932]
+Combination: 
+"Diabetes type 2": 0.3822389766573906
+"Diabetes type 1": 0.38353829085826874
+"Diabetes": 0.40688323974609375
+"Cardiovascular diseases": 0.3710237219929695
+"Cancer": 0.34956518933176994
+"Mental Health": 0.3191595636308193
+"Chronic respiratory disease": 0.2967669516801834
+Selected labels: []
+---------------------------------
+---------------------------------
+PMID: 39668628
+Predictions: ['Diabetes type 2']
+MeshTerm: ['Humans', 'Male', 'Obesity', 'Middle Aged', 'Bone Density', 'Growth Differentiation Factor 15', 'Adult', 'Body Composition', 'Biomarkers', 'Diabetes Mellitus, Type 2', 'Black or African American', 'White']
+Multi-label classification:
+Labels: ['Cardiovascular diseases', 'Diabetes type 2', 'Diabetes type 1', 'Chronic respiratory disease', 'Diabetes', 'Cancer', 'Mental Health']
+Scores: [0.18170946836471558, 0.17404377460479736, 0.14622275531291962, 0.13445515930652618, 0.12526100873947144, 0.11928249150514603, 0.11902529746294022]
+Solo-label classification:
+Labels: ['Diabetes']
+Scores: [0.498397558927536]
+Labels: ['Cancer']
+Scores: [0.4585261344909668]
+Labels: ['Chronic respiratory disease']
+Scores: [0.42324548959732056]
+Labels: ['Cardiovascular diseases']
+Scores: [0.56012362241745]
+Labels: ['Mental Health']
+Scores: [0.41039931774139404]
+Labels: ['Diabetes type 1']
+Scores: [0.49558764696121216]
+Labels: ['Diabetes type 2']
+Scores: [0.5221370458602905]
+Combination: 
+"Cardiovascular diseases": 0.37091654539108276
+"Diabetes type 2": 0.34809041023254395
+"Diabetes type 1": 0.3209052011370659
+"Chronic respiratory disease": 0.27885032445192337
+"Diabetes": 0.3118292838335037
+"Cancer": 0.2889043129980564
+"Mental Health": 0.26471230760216713
+Selected labels: []
+---------------------------------
+Time to classify all articles: 174.8205213546753 seconds
+Good classification: 0/75 ( 0.0% )
+At least one good per entrie: 0/63 ( 0.0% )
+Mean score: 0
+Median score: 0
diff --git a/model/test_model.py b/model/test_model.py
index d0dd2cb73a88817f3fbd29f7dce813f7a7043027..9c6c3605e80f651f0578500ba94d43a7efd9787e 100644
--- a/model/test_model.py
+++ b/model/test_model.py
@@ -8,9 +8,9 @@ from api.parser.jsonParser import parseJsonFile
 import time
 import statistics
 
-from model.HuggingFace.zero_shot_classification import create_classifier, classify, MODELS
+from model.HuggingFace.zero_shot_classification import create_classifier, classify, MODELS, LABELS
 
-TRESHOLD = 0.6
+TRESHOLD = 0.7
 
 KEYWORDS = [
         "Diabetes",
@@ -18,10 +18,7 @@ KEYWORDS = [
         "Diabetes type 2"
         ]
 
-model = MODELS[6]
-classifier = create_classifier(model)
-
-def predict(article, file):
+def predict(classifier, article, file):
     pmid = article["PMID"]
     title = article["Title"]
     articleTitle = article["ArticleTitle"]
@@ -37,69 +34,193 @@ def predict(article, file):
 
     return classify(classifier, title + " \n " + articleTitle + " \n " + abstract)
 
-filename = model.replace(" ", "_").replace("-", "_").replace(".", "_").replace("/", "-")
-with open(f"./results/{filename}.txt", "w") as file:
-
-    predictions = []
-    selected_scores = []
-    one_per_entrie_count = 0
-    nb_entries = 0
-
-    start = time.time()
-
-    for key in KEYWORDS:
-
-        try:
-            articles = parseJsonFile(f"./data/{key.replace(" ", "_").lower()}.json")
-            nb_entries += len(articles)
-        except Exception as e:
-            print(f"Error: {e}")
-
-        for article in articles:
-            print("---------------------------------", file=file)
-            results = predict(article, file)
-
-            print(f"Labels: {results["labels"]}", file=file)
-            print(f"Scores: {results["scores"]}", file=file)
-
-            selected_labels = []
-
-            for id, score in enumerate(results["scores"]):
-                if score >= TRESHOLD:
-                    selected_labels.append(results["labels"][id])
-                    selected_scores.append(score)
-            
-            print(f"Selected labels: {selected_labels}", file=file)
-
-            good_prediction = False
+def predict_label(classifier, article, label):
+    title = article["Title"]
+    articleTitle = article["ArticleTitle"]
+    abstract = article["Abstract"]
 
-            for keyword in article["Predictions"]:
-                if keyword in selected_labels:
-                    good_prediction = True
-                    predictions.append(True)
-                else:
+    return classify(classifier, title + " \n " + articleTitle + " \n " + abstract, lables=[label])
+
+
+def test_model(model):
+    classifier = create_classifier(model)
+    filename = model.replace(" ", "_").replace("-", "_").replace(".", "_").replace("/", "-")
+    with open(f"./results/v3/{filename}.txt", "w") as file:
+
+        print("---------------------------------", file=file)
+        print(f"MODEL: {model}", file=file)
+        print(f"TRESHOLD: {TRESHOLD}", file=file)
+        print("---------------------------------", file=file)
+
+        predictions = []
+        selected_scores = []
+        one_per_entrie_count = 0
+        nb_entries = 0
+
+        start = time.time()
+
+        for key in KEYWORDS:
+
+            try:
+                articles = parseJsonFile(f"./data/{key.replace(" ", "_").lower()}.json")
+                nb_entries += len(articles)
+            except Exception as e:
+                print(f"Error: {e}")
+
+            for article in articles:
+                print("---------------------------------", file=file)
+                # ---------------------------------
+                # results = predict(classifier, article, file)
+
+                # print(f"Labels: {results["labels"]}", file=file)
+                # print(f"Scores: {results["scores"]}", file=file)
+
+                # selected_labels = []
+
+                # for id, score in enumerate(results["scores"]):
+                #     if score >= TRESHOLD:
+                #         selected_labels.append(results["labels"][id])
+                #         selected_scores.append(score)
+                
+                # print(f"Selected labels: {selected_labels}", file=file)
+
+                # good_prediction = False
+
+                # for keyword in article["Predictions"]:
+                #     if keyword in selected_labels:
+                #         good_prediction = True
+                #         predictions.append(True)
+                #     elif (
+                #         (keyword in ["Diabetes type 1", "Diabetes type 2"] and "Diabetes" in selected_labels)
+                #     ):
+                #         good_prediction = True
+                #         predictions.append(True)
+                #     else:
+                #         predictions.append(False)
+                #     # predictions.append( True if keyword not in selected_labels else False)
+
+                # if good_prediction:
+                #     one_per_entrie_count += 1
+                # ---------------------------------
+
+                # ---------------------------------
+                print(f"PMID: {article["PMID"]}", file=file)
+                pred = article["Predictions"]
+                print(f"Predictions: {pred}", file=file)
+                print(f"MeshTerm: {article["MeshTerms"]}", file=file)
+
+                good_prediction = False
+                selected_labels = []
+
+                for label in LABELS:
+
+                    results = predict_label(classifier, article, label)
+
+                    print(f"Labels: {results["labels"]}", file=file)
+                    print(f"Scores: {results["scores"]}", file=file)
+
+                    if results["scores"][0] > TRESHOLD:
+                        selected_labels.append(label)
+                        selected_scores.append(results["scores"][0])
+                        if label in pred:
+                            good_prediction = True
+                            predictions.append(True)
+                            pred.remove(label)
+                        else:
+                            predictions.append(False)
+
+                for label in pred:
                     predictions.append(False)
-                # predictions.append( True if keyword not in selected_labels else False)
-
-            if good_prediction:
-                one_per_entrie_count += 1
-
-            print("---------------------------------", file=file)
-
-    end = time.time()
-
-    good_predictions_count = predictions.count(True)
-
-    if len(selected_scores) == 0:
-        mean_score = 0
-        median_score = 0
-    else:
-        mean_score = statistics.mean(selected_scores)
-        median_score = statistics.median(selected_scores)
-
-    print(f"Time to classify all articles: {end-start} seconds", file=file)
-    print(f"Good classification: {good_predictions_count}/{len(predictions)} ( {round(good_predictions_count / len(predictions) * 100, 2)}% )", file=file)
-    print(f"At least one good per entrie: {one_per_entrie_count}/{nb_entries} ( {round((one_per_entrie_count / nb_entries) * 100, 2)}% )", file=file)
-    print(f"Mean score: {mean_score}", file=file)
-    print(f"Median score: {median_score}", file=file)
-    print()
\ No newline at end of file
+                
+                if good_prediction:
+                    one_per_entrie_count += 1
+
+                print(f"Selected labels: {selected_labels}", file=file)
+                # ---------------------------------
+
+                # ---------------------------------
+                # results = predict(classifier, article, file)
+
+                # print("Multi-label classification:", file=file)
+                # print(f"Labels: {results["labels"]}", file=file)
+                # print(f"Scores: {results["scores"]}", file=file)
+
+                # results_multi = []
+                # for id, label in enumerate(results["labels"]):
+                #     results_multi.append({
+                #         "label": label,
+                #         "score": results["scores"][id]
+                #     })
+
+                # print("Solo-label classification:", file=file)
+
+                # results_solo = []
+                # for label in LABELS:
+
+                #     results = predict_label(classifier, article, label)
+
+                #     print(f"Labels: {results["labels"]}", file=file)
+                #     print(f"Scores: {results["scores"]}", file=file)
+
+                #     results_solo.append({
+                #         "label": label,
+                #         "score": results["scores"][0]
+                #     })
+
+                # print("Combination: ", file=file)
+
+                # results = []
+                # for result_multi in results_multi:
+                #     for result_solo in results_solo:
+                #         if result_multi["label"] == result_solo["label"]:
+                #             results.append({
+                #                 "label": result_multi["label"],
+                #                 "score": (result_multi["score"] + result_solo["score"]) / 2
+                #             })
+                
+                # selected_labels = []
+                # good_prediction = False
+                # pred = article["Predictions"]
+                # for result in results:
+                #     print(f"\"{result["label"]}\": {result["score"]}", file=file)
+                #     if result["score"] >= TRESHOLD:
+                #         selected_labels.append(result["label"])
+
+                #         if label in pred:
+                #             good_prediction = True
+                #             predictions.append(True)
+                #             pred.remove(label)
+                #         else:
+                #             predictions.append(False)
+
+                # for label in pred:
+                #     predictions.append(False)
+                
+                # if good_prediction:
+                #     one_per_entrie_count += 1
+
+                # print(f"Selected labels: {selected_labels}", file=file)
+                
+                # ---------------------------------
+                print("---------------------------------", file=file)
+
+        end = time.time()
+
+        good_predictions_count = predictions.count(True)
+
+        if len(selected_scores) == 0:
+            mean_score = 0
+            median_score = 0
+        else:
+            mean_score = statistics.mean(selected_scores)
+            median_score = statistics.median(selected_scores)
+
+        print(f"Time to classify all articles: {end-start} seconds", file=file)
+        print(f"Good classification: {good_predictions_count}/{len(predictions)} ( {round(good_predictions_count / len(predictions) * 100, 2)}% )", file=file)
+        print(f"At least one good per entrie: {one_per_entrie_count}/{nb_entries} ( {round((one_per_entrie_count / nb_entries) * 100, 2)}% )", file=file)
+        print(f"Mean score: {mean_score}", file=file)
+        print(f"Median score: {median_score}", file=file)
+        print()
+
+for model in MODELS:
+    test_model(model)
\ No newline at end of file