From 8869613703759eb281b39f830b70a810e92090b8 Mon Sep 17 00:00:00 2001
From: Ivan Pavlovich <ivan.pavlovic@hes-so.ch>
Date: Wed, 12 Mar 2025 12:20:03 +0100
Subject: [PATCH] Remade the test script to add easily new models
---
dataSources/PubMed/getPubmedData.py | 0
.../HuggingFace/zero_shot_classification.py | 17 +-
testModel/metrics.py | 15 +-
testModel/{ => old}/multi_label_test.py | 0
testModel/{ => old}/smallTextTest.py | 0
testModel/{ => old}/test_articles_len.py | 0
testModel/{ => old}/test_cohere.py | 0
testModel/{ => old}/test_gemini.py | 0
testModel/{ => old}/test_model.py | 0
.../results/facebook-bart_large_mnli.json | 42637 ++++++++++++++++
.../{results => results_old}/cohere/v1.txt | 0
.../{results => results_old}/gemini/v1.txt | 0
.../{results => results_old}/gemini/v2.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../v1/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../v2/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../v3/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../v4/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../v5_1/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../v5_2/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../v6_2/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../zero_shot/v1/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
...Laurer-DeBERTa_v3_base_mnli_fever_anli.txt | 0
.../v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt | 0
...r-deberta_v3_base_zeroshot_v1_1_all_33.txt | 0
...rer-multilingual_MiniLMv2_L6_mnli_xnli.txt | 0
.../zero_shot/v2/condensed_results.json | 0
.../zero_shot/v2/condensed_results.png | Bin
.../zero_shot/v2/facebook-bart_large_mnli.txt | 0
...edNLP_BiomedBERT_base_uncased_abstract.txt | 0
.../zero_shot/v2/results.json | 0
.../zero_shot/v2/results.png | Bin
testModel/test.py | 216 +-
testModel/utils.py | 40 +-
variables/models.py | 11 +
74 files changed, 42832 insertions(+), 104 deletions(-)
create mode 100644 dataSources/PubMed/getPubmedData.py
rename testModel/{ => old}/multi_label_test.py (100%)
rename testModel/{ => old}/smallTextTest.py (100%)
rename testModel/{ => old}/test_articles_len.py (100%)
rename testModel/{ => old}/test_cohere.py (100%)
rename testModel/{ => old}/test_gemini.py (100%)
rename testModel/{ => old}/test_model.py (100%)
create mode 100644 testModel/results/facebook-bart_large_mnli.json
rename testModel/{results => results_old}/cohere/v1.txt (100%)
rename testModel/{results => results_old}/gemini/v1.txt (100%)
rename testModel/{results => results_old}/gemini/v2.txt (100%)
rename testModel/{results => results_old}/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/v1/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/v2/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/v3/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/v4/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/v5_1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/v5_1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/v5_1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/v5_1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/v5_1/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/v5_1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/v5_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/v5_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/v5_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/v5_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/v5_2/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/v5_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/v6_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/v6_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/v6_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/v6_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/v6_2/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/v6_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/zero_shot/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/zero_shot/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/zero_shot/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/zero_shot/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/zero_shot/v1/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/zero_shot/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/zero_shot/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt (100%)
rename testModel/{results => results_old}/zero_shot/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt (100%)
rename testModel/{results => results_old}/zero_shot/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt (100%)
rename testModel/{results => results_old}/zero_shot/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt (100%)
rename testModel/{results => results_old}/zero_shot/v2/condensed_results.json (100%)
rename testModel/{results => results_old}/zero_shot/v2/condensed_results.png (100%)
rename testModel/{results => results_old}/zero_shot/v2/facebook-bart_large_mnli.txt (100%)
rename testModel/{results => results_old}/zero_shot/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt (100%)
rename testModel/{results => results_old}/zero_shot/v2/results.json (100%)
rename testModel/{results => results_old}/zero_shot/v2/results.png (100%)
create mode 100644 variables/models.py
diff --git a/dataSources/PubMed/getPubmedData.py b/dataSources/PubMed/getPubmedData.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/models/ZeroShotClassifier/HuggingFace/zero_shot_classification.py b/models/ZeroShotClassifier/HuggingFace/zero_shot_classification.py
index 028513dd0..d37ee88c1 100644
--- a/models/ZeroShotClassifier/HuggingFace/zero_shot_classification.py
+++ b/models/ZeroShotClassifier/HuggingFace/zero_shot_classification.py
@@ -36,12 +36,19 @@ def create_classifier(model = MODELS[0]):
return pipeline("zero-shot-classification", model=model, device=device)
-def classify(classifier, sequence, lables = LABELS, debug = False):
- results = classifier(sequence, lables)
+def classify(classifier, sequence, lables, treshold, debug = False):
+ predictions = {}
if debug:
print(f"Sequence: {sequence}")
- print(f"Labels: {results['labels']}")
- print(f"Scores: {results['scores']}")
+
+ for label in lables:
+ results = classifier(sequence, [label])
- return results
+ if debug:
+ print(f"Labels: {results['labels']}")
+ print(f"Scores: {results['scores']}")
+
+ predictions[label] = results["scores"][0] > treshold
+
+ return predictions
diff --git a/testModel/metrics.py b/testModel/metrics.py
index eaa5c0065..2415af22d 100644
--- a/testModel/metrics.py
+++ b/testModel/metrics.py
@@ -22,10 +22,19 @@ def add_confusion_matrices(confusion_matrix, tmp_confusion_matrix):
return confusion_matrix
def get_tpr(confusion_matrix):
- return confusion_matrix[0][0] / (confusion_matrix[0][0] + confusion_matrix[1][0])
+ denominator = (confusion_matrix[0][0] + confusion_matrix[1][0])
+ if denominator == 0:
+ return 0
+ return confusion_matrix[0][0] / denominator
def get_tnr(confusion_matrix):
- return confusion_matrix[1][1] / (confusion_matrix[1][1] + confusion_matrix[0][1])
+ denominator = (confusion_matrix[1][1] + confusion_matrix[0][1])
+ if denominator == 0:
+ return 0
+ return confusion_matrix[1][1] / denominator
def get_precision(confusion_matrix):
- return confusion_matrix[0][0] / (confusion_matrix[0][0] + confusion_matrix[0][1])
\ No newline at end of file
+ denominator = (confusion_matrix[0][0] + confusion_matrix[0][1])
+ if denominator == 0:
+ return 0
+ return confusion_matrix[0][0] / denominator
\ No newline at end of file
diff --git a/testModel/multi_label_test.py b/testModel/old/multi_label_test.py
similarity index 100%
rename from testModel/multi_label_test.py
rename to testModel/old/multi_label_test.py
diff --git a/testModel/smallTextTest.py b/testModel/old/smallTextTest.py
similarity index 100%
rename from testModel/smallTextTest.py
rename to testModel/old/smallTextTest.py
diff --git a/testModel/test_articles_len.py b/testModel/old/test_articles_len.py
similarity index 100%
rename from testModel/test_articles_len.py
rename to testModel/old/test_articles_len.py
diff --git a/testModel/test_cohere.py b/testModel/old/test_cohere.py
similarity index 100%
rename from testModel/test_cohere.py
rename to testModel/old/test_cohere.py
diff --git a/testModel/test_gemini.py b/testModel/old/test_gemini.py
similarity index 100%
rename from testModel/test_gemini.py
rename to testModel/old/test_gemini.py
diff --git a/testModel/test_model.py b/testModel/old/test_model.py
similarity index 100%
rename from testModel/test_model.py
rename to testModel/old/test_model.py
diff --git a/testModel/results/facebook-bart_large_mnli.json b/testModel/results/facebook-bart_large_mnli.json
new file mode 100644
index 000000000..19958e41c
--- /dev/null
+++ b/testModel/results/facebook-bart_large_mnli.json
@@ -0,0 +1,42637 @@
+{
+ "treshold": 0.7,
+ "articles": [
+ {
+ "PMID": "39737510",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adult",
+ "Middle Aged",
+ "India",
+ "Male",
+ "Female",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Aged",
+ "Poverty Areas",
+ "Adolescent",
+ "Prevalence",
+ "Smoking",
+ "Alcohol Drinking",
+ "Obesity",
+ "Cross-Sectional Studies",
+ "Young Adult",
+ "Urban Population"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737504",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "India",
+ "Stem Cell Transplantation",
+ "Cell- and Tissue-Based Therapy",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": false,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736607",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Female",
+ "Male",
+ "Sex Factors",
+ "Employment",
+ "Socioeconomic Factors",
+ "Poverty",
+ "Universal Health Insurance",
+ "Cost of Illness"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732655",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Machine Learning",
+ "Bias",
+ "Population Health",
+ "Algorithms"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731009",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Republic of Korea",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Longitudinal Studies",
+ "Noncommunicable Diseases",
+ "Exercise",
+ "Employment",
+ "Aged",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39725416",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "New Zealand",
+ "Cross-Sectional Studies",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Noncommunicable Diseases",
+ "Adult",
+ "Comorbidity",
+ "Censuses",
+ "Adolescent",
+ "Young Adult",
+ "Aged, 80 and over",
+ "Prevalence",
+ "Child",
+ "Child, Preschool"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39722627",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sugar-Sweetened Beverages",
+ "Taxes",
+ "Tobacco Products",
+ "Mediterranean Region",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": true,
+ "Mental Health": false,
+ "Diabetes": true,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": true,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases",
+ "Cardiovascular diseases",
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 3
+ ],
+ [
+ 0,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39709790",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "NF-E2-Related Factor 2",
+ "Humans",
+ "Animals",
+ "Noncommunicable Diseases",
+ "Oxidative Stress",
+ "Reactive Oxygen Species",
+ "Oxidation-Reduction",
+ "Disease Models, Animal",
+ "Inflammation",
+ "Gene Expression Regulation"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39702198",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aged",
+ "Female",
+ "Male",
+ "India",
+ "Middle Aged",
+ "Aged, 80 and over",
+ "Noncommunicable Diseases",
+ "Cost of Illness",
+ "Disability-Adjusted Life Years",
+ "Sex Factors",
+ "Age Factors",
+ "Global Burden of Disease",
+ "Wounds and Injuries"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": false,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39699459",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Absenteeism",
+ "Male",
+ "Female",
+ "Brazil",
+ "Cross-Sectional Studies",
+ "Adult",
+ "Middle Aged",
+ "Chronic Disease",
+ "Noncommunicable Diseases",
+ "Prevalence",
+ "Health Surveys",
+ "Young Adult",
+ "Adolescent",
+ "Sex Distribution",
+ "Socioeconomic Factors",
+ "Cost of Illness",
+ "Multimorbidity",
+ "Sociodemographic Factors"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39697299",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle Aged",
+ "Male",
+ "Female",
+ "Cross-Sectional Studies",
+ "Multimorbidity",
+ "Noncommunicable Diseases",
+ "Health Expenditures",
+ "Prevalence",
+ "Aged",
+ "Adult",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39696316",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Thailand",
+ "Humans",
+ "Noncommunicable Diseases",
+ "Stakeholder Participation",
+ "Health Policy",
+ "Sustainable Development",
+ "Intersectoral Collaboration",
+ "Cooperative Behavior"
+ ],
+ "Wanted": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Predictions": {
+ "Noncommunicable Diseases": true,
+ "Cardiovascular diseases": false,
+ "Mental Health": false,
+ "Diabetes": false,
+ "Chronic respiratory disease": false,
+ "Cancer": false,
+ "Diabetes type 2": false,
+ "Diabetes type 1": false
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738021",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Dust",
+ "Humans",
+ "Hospitalization",
+ "Free Radicals",
+ "Air Pollutants",
+ "Oxidative Stress",
+ "Particulate Matter",
+ "China",
+ "Environmental Exposure",
+ "Beijing",
+ "Sand",
+ "Respiratory Tract Diseases",
+ "Oxidation-Reduction",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39729927",
+ "Labels": [
+ "Cancer",
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "CD4-Positive T-Lymphocytes",
+ "Neoplasms",
+ "Machine Learning",
+ "Digestive System Diseases",
+ "Metabolic Diseases",
+ "Respiratory Tract Diseases",
+ "Gene Expression Profiling",
+ "Respiration Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39729438",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Digital Technology",
+ "Respiratory Tract Diseases",
+ "Telemedicine",
+ "Scoping Reviews As Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39724617",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Chernobyl Nuclear Accident",
+ "Male",
+ "Adult",
+ "Occupational Exposure",
+ "Middle Aged",
+ "Ukraine",
+ "Radiation Exposure",
+ "Radiation Dosage",
+ "Occupational Diseases",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Gamma Rays",
+ "Radiation Injuries",
+ "Risk Assessment",
+ "Cerebrovascular Disorders",
+ "Myocardial Infarction",
+ "Respiratory Tract Diseases",
+ "Digestive System Diseases",
+ "Emergency Responders",
+ "Adolescent",
+ "Cardiomyopathies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39710468",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Allergens",
+ "Adult",
+ "Adolescent",
+ "Child",
+ "China",
+ "Middle Aged",
+ "Child, Preschool",
+ "Cross-Sectional Studies",
+ "Young Adult",
+ "Infant",
+ "Aged",
+ "Immunoglobulin E",
+ "Aged, 80 and over",
+ "Animals",
+ "Skin Diseases",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39707265",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Quality of Life",
+ "China",
+ "Male",
+ "Cross-Sectional Studies",
+ "Female",
+ "Middle Aged",
+ "Incineration",
+ "Adult",
+ "Surveys and Questionnaires",
+ "Residence Characteristics",
+ "Aged",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39696118",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nitrogen Dioxide",
+ "Republic of Korea",
+ "Cross-Over Studies",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Adult",
+ "Aged, 80 and over",
+ "Environmental Exposure",
+ "Respiratory Tract Diseases",
+ "Air Pollutants",
+ "Young Adult",
+ "Adolescent",
+ "Child, Preschool",
+ "Child",
+ "Air Pollution",
+ "Infant",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39694698",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Scotland",
+ "Male",
+ "Female",
+ "Air Pollution",
+ "Prospective Studies",
+ "Middle Aged",
+ "Particulate Matter",
+ "Hospitalization",
+ "Environmental Exposure",
+ "Adult",
+ "Nitrogen Dioxide",
+ "Aged",
+ "Air Pollutants",
+ "Sulfur Dioxide",
+ "Cardiovascular Diseases",
+ "Longitudinal Studies",
+ "Young Adult",
+ "Adolescent",
+ "Respiratory Tract Diseases",
+ "Mental Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39694558",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nebulizers and Vaporizers",
+ "Child",
+ "Administration, Inhalation",
+ "Respiratory Tract Diseases",
+ "Asthma",
+ "Home Care Services",
+ "Practice Guidelines as Topic",
+ "Respiratory Therapy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39684326",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "Mast Cells",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39684250",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Endocrine Disruptors",
+ "Humans",
+ "Respiratory System",
+ "Animals",
+ "Oxidative Stress",
+ "Respiratory Tract Diseases",
+ "Environmental Exposure"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39661886",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Child",
+ "Male",
+ "Homeostasis",
+ "Minerals",
+ "Vitamins",
+ "Ascorbic Acid",
+ "Respiratory Tract Diseases",
+ "Vitamin D",
+ "Recurrence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39661885",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Child",
+ "Adolescent",
+ "Male",
+ "Antioxidants",
+ "Female",
+ "Ascorbic Acid",
+ "Interleukin-6",
+ "Glutathione Peroxidase",
+ "Hydrocortisone",
+ "Ferritins",
+ "Tumor Necrosis Factor-alpha",
+ "Respiratory Tract Diseases",
+ "Acute Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39659714",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Workplace",
+ "Occupational Diseases",
+ "Respiratory Tract Diseases",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39643329",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle Aged",
+ "Male",
+ "Female",
+ "Adult",
+ "Prospective Studies",
+ "Nitrogen Dioxide",
+ "China",
+ "Aged",
+ "Environmental Exposure",
+ "Incidence",
+ "Musculoskeletal Diseases",
+ "Cardiovascular Diseases",
+ "Respiratory Tract Diseases",
+ "Air Pollutants",
+ "East Asian People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39642570",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mustard Gas",
+ "Male",
+ "Biomarkers",
+ "Cross-Sectional Studies",
+ "Adult",
+ "Chemical Warfare Agents",
+ "Veterans",
+ "Middle Aged",
+ "Respiratory Tract Diseases",
+ "Iran"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39640901",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Plants, Medicinal",
+ "Humans",
+ "Tanzania",
+ "Male",
+ "Female",
+ "Respiratory Tract Diseases",
+ "Adult",
+ "Middle Aged",
+ "Health Knowledge, Attitudes, Practice",
+ "Medicine, African Traditional",
+ "Aged",
+ "Phytotherapy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39633457",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Respiratory Tract Diseases",
+ "Nanoparticles",
+ "Microplastics",
+ "Inhalation Exposure",
+ "Air Pollutants",
+ "Animals",
+ "Respiratory System"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39633418",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "China",
+ "Hospitalization",
+ "Child",
+ "Male",
+ "Female",
+ "Air Pollutants",
+ "Cross-Over Studies",
+ "Child, Preschool",
+ "COVID-19",
+ "Respiratory Tract Diseases",
+ "Air Pollution",
+ "Environmental Exposure",
+ "Particulate Matter",
+ "Infant",
+ "Sulfur Dioxide",
+ "SARS-CoV-2",
+ "Adolescent",
+ "Nitrogen Dioxide",
+ "Time Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39632975",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mendelian Randomization Analysis",
+ "Lung Neoplasms",
+ "Genome-Wide Association Study",
+ "Ketone Bodies",
+ "Polymorphism, Single Nucleotide",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39620702",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Climate Change",
+ "Air Pollution",
+ "Particulate Matter",
+ "Environmental Exposure",
+ "Ozone",
+ "Respiratory Tract Diseases",
+ "Air Pollutants"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39617287",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Infant",
+ "Female",
+ "Hypersensitivity",
+ "Male",
+ "France",
+ "Dietary Exposure",
+ "Child",
+ "Cohort Studies",
+ "Child, Preschool",
+ "Pesticides",
+ "Respiratory Tract Diseases",
+ "Environmental Pollutants"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39615506",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Air Pollutants",
+ "Air Pollution",
+ "Cardiovascular Diseases",
+ "Environmental Exposure",
+ "Fires",
+ "Global Burden of Disease",
+ "Global Health",
+ "Health Impact Assessment",
+ "Mortality",
+ "Ozone",
+ "Particulate Matter",
+ "Respiratory Tract Diseases",
+ "Wildfires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39608993",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Australia",
+ "Adult",
+ "Adolescent",
+ "Hospitalization",
+ "Aged",
+ "Young Adult",
+ "Child",
+ "Respiratory Tract Diseases",
+ "Infant",
+ "Child, Preschool",
+ "Infant, Newborn",
+ "Aged, 80 and over",
+ "Sex Distribution",
+ "Age Distribution"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39607106",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Brazil",
+ "Hospitalization",
+ "Adolescent",
+ "Spatio-Temporal Analysis",
+ "Child",
+ "Respiratory Tract Diseases",
+ "Young Adult",
+ "Adult",
+ "Socioeconomic Factors",
+ "Child, Preschool",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Aged",
+ "Cluster Analysis",
+ "Infant",
+ "Urban Population",
+ "Space-Time Clustering",
+ "Cities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39603392",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Asia",
+ "Chronic Disease",
+ "Quality of Life",
+ "Qigong",
+ "Yoga",
+ "Tai Ji",
+ "Resistance Training",
+ "Respiratory Tract Diseases",
+ "Exercise Therapy",
+ "Exercise Tolerance",
+ "Practice Guidelines as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39578996",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Prospective Studies",
+ "Adult",
+ "Aged",
+ "China",
+ "Aged, 80 and over",
+ "Hand Strength",
+ "Respiratory Tract Diseases",
+ "Muscle, Skeletal",
+ "Muscle Strength",
+ "East Asian People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39578779",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Signal Transduction",
+ "Animals",
+ "Smad5 Protein",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39570415",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nutrition Surveys",
+ "Middle Aged",
+ "Male",
+ "Female",
+ "Adult",
+ "Aged",
+ "Antioxidants",
+ "Adolescent",
+ "Child, Preschool",
+ "Young Adult",
+ "Aged, 80 and over",
+ "Infant",
+ "Chronic Disease",
+ "Child",
+ "Diet",
+ "United States",
+ "Respiratory Tract Diseases",
+ "Risk Factors",
+ "Mortality",
+ "Respiration Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39570333",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Vietnam",
+ "Humans",
+ "Hospitalization",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Temperature",
+ "Aged",
+ "Adult",
+ "Adolescent",
+ "Respiratory Tract Diseases",
+ "Young Adult",
+ "Infant",
+ "Cardiovascular Diseases",
+ "Child, Preschool",
+ "Child",
+ "Poverty",
+ "Infant, Newborn",
+ "Aged, 80 and over",
+ "Risk"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39566943",
+ "Labels": [
+ "Cancer",
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Fukushima Nuclear Accident",
+ "Japan",
+ "Retrospective Studies",
+ "Male",
+ "Female",
+ "Aged",
+ "Middle Aged",
+ "Adult",
+ "Cause of Death",
+ "Young Adult",
+ "Adolescent",
+ "Child",
+ "Aged, 80 and over",
+ "Child, Preschool",
+ "Infant",
+ "Disasters",
+ "Earthquakes",
+ "Respiratory Tract Diseases",
+ "Cardiovascular Diseases",
+ "Suicide",
+ "Infant, Newborn",
+ "Neoplasms"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 3,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39566532",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Exosomes",
+ "Humans",
+ "Respiratory Tract Diseases",
+ "Animals",
+ "Biomarkers"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39550655",
+ "Labels": [
+ "Cancer",
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Particulate Matter",
+ "Middle Aged",
+ "Aged",
+ "Adult",
+ "Cohort Studies",
+ "Environmental Exposure",
+ "Respiratory Tract Diseases",
+ "Neoplasms",
+ "Air Pollution",
+ "Air Pollutants",
+ "Cardiovascular Diseases",
+ "Italy",
+ "Rivers",
+ "Young Adult",
+ "Proportional Hazards Models",
+ "Manufacturing and Industrial Facilities",
+ "Adolescent",
+ "Cause of Death",
+ "Industry",
+ "Nitrogen Oxides",
+ "Child, Preschool",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39544058",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Volatile Organic Compounds",
+ "Air Pollution, Indoor",
+ "Pulmonary Disease, Chronic Obstructive",
+ "Respiratory Tract Diseases",
+ "Asthma",
+ "Sick Building Syndrome"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39543369",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Bipolar Disorder",
+ "Pulmonary Disease, Chronic Obstructive",
+ "Asthma",
+ "Prevalence",
+ "Female",
+ "Respiratory Tract Diseases",
+ "Lung Neoplasms",
+ "Male",
+ "Pneumonia",
+ "Odds Ratio",
+ "Respiration Disorders",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39537245",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cell Communication",
+ "Extracellular Vesicles",
+ "Animals",
+ "Lung",
+ "Lung Diseases",
+ "Signal Transduction",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39530346",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Air Pollution",
+ "Environmental Exposure",
+ "Cardiovascular Diseases",
+ "Respiratory Tract Diseases",
+ "Environmental Monitoring",
+ "Air Filters",
+ "Child",
+ "Exercise",
+ "Aged",
+ "Air Pollutants",
+ "Masks"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39521464",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nepal",
+ "Child",
+ "Risk Factors",
+ "Female",
+ "Research Design",
+ "Male",
+ "Longitudinal Studies",
+ "Adult",
+ "Adolescent",
+ "Parents",
+ "Child, Preschool",
+ "Air Pollution",
+ "Respiratory Tract Diseases",
+ "Cohort Studies",
+ "Life Style",
+ "Environmental Exposure"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39515807",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Child",
+ "RNA, Untranslated",
+ "RNA, Long Noncoding",
+ "Epigenesis, Genetic",
+ "MicroRNAs",
+ "Respiratory Tract Diseases",
+ "RNA, Circular"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39513278",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomarkers",
+ "Female",
+ "Air Pollutants",
+ "Respiratory Tract Diseases",
+ "Chronic Disease",
+ "Environmental Exposure",
+ "Air Pollution",
+ "Acute Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39505076",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Particulate Matter",
+ "Republic of Korea",
+ "Cardiovascular Diseases",
+ "Humans",
+ "Air Pollutants",
+ "Air Pollution",
+ "Hospitalization",
+ "Environmental Exposure",
+ "Respiratory Tract Diseases",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39503908",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Adult",
+ "Occupational Injuries",
+ "Workers' Compensation",
+ "Seasons",
+ "Middle Aged",
+ "Occupational Diseases",
+ "Emergency Responders",
+ "Mental Disorders",
+ "Firefighters",
+ "Victoria",
+ "Musculoskeletal Diseases",
+ "Wildfires",
+ "Respiratory Tract Diseases",
+ "Young Adult",
+ "Police"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39502059",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Child",
+ "Respiratory Sounds",
+ "Respiratory Tract Diseases",
+ "Auscultation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39494780",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Pregnancy",
+ "Antioxidants",
+ "Diet",
+ "Hypersensitivity",
+ "Child, Preschool",
+ "Inflammation",
+ "Male",
+ "Birth Cohort",
+ "Multimorbidity",
+ "Adult",
+ "Maternal Nutritional Physiological Phenomena",
+ "Infant",
+ "Respiratory Tract Diseases",
+ "Asthma",
+ "Prenatal Exposure Delayed Effects",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39494537",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Caregivers",
+ "Chronic Disease",
+ "Patient Education as Topic",
+ "Health Literacy",
+ "Palliative Care",
+ "Advance Care Planning",
+ "Decision Making, Shared",
+ "Learning",
+ "Respiratory Tract Diseases",
+ "Health Knowledge, Attitudes, Practice",
+ "Adaptation, Psychological",
+ "Decision Making"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39494092",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Air Pollutants",
+ "Air Pollution",
+ "Environmental Exposure",
+ "Europe",
+ "Nitrogen Dioxide",
+ "Ozone",
+ "Respiratory Tract Diseases",
+ "World Health Organization"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39493756",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Computational Biology",
+ "User-Computer Interface",
+ "Databases, Factual",
+ "Respiratory Tract Diseases",
+ "Software"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39489274",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Republic of Korea",
+ "Humans",
+ "Female",
+ "Male",
+ "Temperature",
+ "Middle Aged",
+ "Seasons",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Mortality",
+ "Adult",
+ "Child",
+ "Adolescent",
+ "Child, Preschool",
+ "Young Adult",
+ "Infant",
+ "Aged, 80 and over",
+ "Respiratory Tract Diseases",
+ "Infant, Newborn"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39477760",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Spain",
+ "COVID-19",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Adult",
+ "Adolescent",
+ "Young Adult",
+ "Cause of Death",
+ "Aged, 80 and over",
+ "Child",
+ "Child, Preschool",
+ "Infant",
+ "Respiratory Tract Diseases",
+ "Mortality",
+ "Pandemics",
+ "Infant, Newborn"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39472952",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "South Africa",
+ "Quality of Life",
+ "Child, Preschool",
+ "Infant",
+ "Male",
+ "Female",
+ "Delphi Technique",
+ "Surveys and Questionnaires",
+ "Respiratory Tract Diseases",
+ "Infant, Newborn",
+ "Psychometrics",
+ "Respiratory Tract Infections"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39468133",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Infant",
+ "South Africa",
+ "Female",
+ "Male",
+ "Eggs",
+ "Gastrointestinal Diseases",
+ "Infant Nutritional Physiological Phenomena",
+ "Respiratory Tract Diseases",
+ "Incidence",
+ "Morbidity"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39466470",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Bone Morphogenetic Protein 2",
+ "Signal Transduction",
+ "Animals",
+ "Respiratory Tract Diseases",
+ "Lung Neoplasms",
+ "Hypertension, Pulmonary"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39465586",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pulmonary Disease, Chronic Obstructive",
+ "Male",
+ "Female",
+ "Aged",
+ "Comorbidity",
+ "Patient Readmission",
+ "Length of Stay",
+ "Middle Aged",
+ "Retrospective Studies",
+ "Heart Failure",
+ "Prospective Studies",
+ "Hypertension",
+ "Myocardial Ischemia",
+ "Pulmonary Heart Disease",
+ "Aged, 80 and over",
+ "Prevalence",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39462582",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Ozone",
+ "Japan",
+ "Particulate Matter",
+ "Humans",
+ "Air Pollutants",
+ "Cities",
+ "Aged",
+ "Female",
+ "Mortality",
+ "Male",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Adult",
+ "Air Pollution",
+ "Hot Temperature",
+ "Temperature",
+ "Respiratory Tract Diseases",
+ "Environmental Exposure",
+ "Young Adult",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39462039",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mendelian Randomization Analysis",
+ "Gastrointestinal Microbiome",
+ "Genome-Wide Association Study",
+ "Lung",
+ "Respiratory Tract Diseases",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39457304",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cross-Sectional Studies",
+ "Dust",
+ "Adult",
+ "Male",
+ "Occupational Exposure",
+ "Ethiopia",
+ "Female",
+ "Paper",
+ "Middle Aged",
+ "Cough",
+ "Prevalence",
+ "Young Adult",
+ "Respiratory Tract Diseases",
+ "Respiratory Sounds",
+ "Surveys and Questionnaires",
+ "Occupational Diseases",
+ "Industry",
+ "Dyspnea",
+ "Air Pollutants, Occupational"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39453518",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Particulate Matter",
+ "Aged",
+ "Female",
+ "Male",
+ "Cross-Over Studies",
+ "Altitude",
+ "Air Pollutants",
+ "Respiratory Tract Diseases",
+ "China",
+ "Extreme Weather",
+ "Aged, 80 and over",
+ "Middle Aged",
+ "Cities",
+ "Air Pollution"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39444957",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Adolescent",
+ "Adult",
+ "Child",
+ "Humans",
+ "Air Pollutants",
+ "Air Pollution",
+ "Environmental Exposure",
+ "Particulate Matter",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39444118",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle Aged",
+ "Heating",
+ "Prospective Studies",
+ "Female",
+ "Male",
+ "Respiratory Tract Diseases",
+ "Proportional Hazards Models",
+ "China",
+ "Smoking",
+ "Risk Factors",
+ "Adult",
+ "Air Pollution, Indoor"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39443904",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Netherlands",
+ "Female",
+ "Male",
+ "Adult",
+ "Middle Aged",
+ "Smoke",
+ "Wood",
+ "Air Pollutants",
+ "Environmental Exposure",
+ "Aged",
+ "Particulate Matter",
+ "Respiratory Tract Diseases",
+ "Glucose"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39439241",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Switzerland",
+ "Humans",
+ "History, 20th Century",
+ "History, 21st Century",
+ "History, 17th Century",
+ "History, 16th Century",
+ "Respiratory Tract Diseases",
+ "Male",
+ "Female",
+ "History, 18th Century",
+ "History, 19th Century",
+ "Adult",
+ "Middle Aged",
+ "Respiration Disorders",
+ "Aged",
+ "Child",
+ "Adolescent",
+ "Air Pollution"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39436432",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Prospective Studies",
+ "Child",
+ "Respiratory Tract Diseases",
+ "Male",
+ "Female",
+ "Air Pollutants",
+ "Particulate Matter",
+ "Air Pollution",
+ "Child Health",
+ "Environmental Exposure",
+ "Air Pollution, Indoor",
+ "Adolescent",
+ "Environmental Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39435892",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "United Kingdom",
+ "Particulate Matter",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Proportional Hazards Models",
+ "Environmental Exposure",
+ "Cardiovascular Diseases",
+ "Biological Specimen Banks",
+ "Mortality",
+ "Time Factors",
+ "Air Pollution",
+ "Air Pollutants",
+ "Adult",
+ "Cohort Studies",
+ "Machine Learning",
+ "Respiratory Tract Diseases",
+ "UK Biobank"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39434079",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "China",
+ "Air Pollution",
+ "Respiratory Tract Diseases",
+ "Risk Assessment",
+ "Air Pollutants",
+ "Reproducibility of Results"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39424664",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Air Pollution",
+ "Particulate Matter",
+ "Air Pollutants",
+ "Meteorological Concepts",
+ "Respiratory Tract Diseases",
+ "Iran",
+ "Sulfur Dioxide",
+ "Nitrogen Dioxide",
+ "Random Forest"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39424373",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Surveys and Questionnaires",
+ "Child",
+ "Quality Improvement",
+ "Documentation",
+ "Preoperative Care",
+ "Pediatrics",
+ "Respiration Disorders",
+ "Respiratory Tract Diseases",
+ "Preoperative Period"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39423508",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Phthalic Acids",
+ "Male",
+ "Female",
+ "Child",
+ "China",
+ "Cardiovascular Diseases",
+ "Air Pollution, Indoor",
+ "Environmental Exposure",
+ "Respiratory Tract Diseases",
+ "Anthropometry",
+ "Dust",
+ "Schools",
+ "Endocrine Disruptors",
+ "Risk Assessment",
+ "Body Mass Index"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39421822",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Ambulances",
+ "China",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Temperature",
+ "Aged",
+ "Adult",
+ "Emergency Medical Services",
+ "Respiratory Tract Diseases",
+ "Seasons"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39419650",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Omalizumab",
+ "Anti-Inflammatory Agents, Non-Steroidal",
+ "Antibodies, Anti-Idiotypic",
+ "Asthma, Aspirin-Induced",
+ "Anti-Allergic Agents",
+ "Drug Hypersensitivity",
+ "Respiratory Tract Diseases",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39419227",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Microbiota",
+ "Air Microbiology",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "China",
+ "Prevalence",
+ "Adult",
+ "Female",
+ "Aged",
+ "Air Pollution, Indoor",
+ "Respiratory Tract Diseases",
+ "Male",
+ "Plants",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39410863",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Africa",
+ "Air Pollution, Indoor",
+ "Environmental Exposure",
+ "Respiratory Tract Infections",
+ "Respiratory Tract Diseases",
+ "Female",
+ "Risk Factors",
+ "Family Characteristics",
+ "Child",
+ "Male"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39408565",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "TRPV Cation Channels",
+ "Receptors, Adrenergic, beta-2",
+ "Animals",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39406209",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Northern Territory",
+ "Animals",
+ "Smoke",
+ "Turtles",
+ "Environmental Exposure",
+ "Adult",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39395132",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mendelian Randomization Analysis",
+ "Sarcopenia",
+ "Genome-Wide Association Study",
+ "Body Mass Index",
+ "Respiratory Tract Diseases",
+ "Male",
+ "Pulmonary Disease, Chronic Obstructive",
+ "Female",
+ "Smoking",
+ "Pneumoconiosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39394579",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Japan",
+ "Cross-Sectional Studies",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Tobacco Products",
+ "Surveys and Questionnaires",
+ "Internet",
+ "Smoking",
+ "Hot Temperature",
+ "Aged",
+ "Young Adult",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39391315",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Animals",
+ "Respiratory Tract Diseases",
+ "Liquid-Liquid Extraction",
+ "Signal Transduction",
+ "Phase Separation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39389134",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Particulate Matter",
+ "Aged",
+ "Humans",
+ "Air Pollutants",
+ "Risk Assessment",
+ "China",
+ "Air Pollution",
+ "Environmental Exposure",
+ "Fossil Fuels",
+ "Aged, 80 and over",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39384295",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Rain",
+ "Cardiovascular Diseases",
+ "Respiratory Tract Diseases",
+ "Global Health",
+ "Cause of Death",
+ "Mortality",
+ "Time Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39384238",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Observational Studies as Topic",
+ "Respiratory Tract Diseases",
+ "Systematic Reviews as Topic",
+ "Walking"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39374569",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biosensing Techniques",
+ "Biomarkers",
+ "Saliva",
+ "Breath Tests",
+ "Respiratory Tract Diseases",
+ "Exhalation",
+ "Electrochemical Techniques",
+ "Equipment Design"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39370174",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Comorbidity",
+ "Mental Disorders",
+ "Respiratory Tract Diseases",
+ "Quality of Life",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39370173",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mental Disorders",
+ "Tuberculosis, Pulmonary",
+ "Tuberculosis",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39366894",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pregnancy",
+ "Female",
+ "Prenatal Exposure Delayed Effects",
+ "Smoking",
+ "Child",
+ "Infant, Newborn",
+ "Respiratory Tract Diseases",
+ "Adolescent",
+ "Maternal Exposure"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39364938",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "United Kingdom",
+ "Veterinary Medicine",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39362458",
+ "Labels": [
+ "Cancer",
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Residence Characteristics",
+ "Aged",
+ "Mortality",
+ "Cities",
+ "Middle Aged",
+ "Aging",
+ "Cardiovascular Diseases",
+ "Male",
+ "Female",
+ "Neoplasms",
+ "Respiratory Tract Diseases",
+ "Adult",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 3,
+ 0
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39362179",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Feasibility Studies",
+ "Pilot Projects",
+ "Aged",
+ "Male",
+ "Chronic Disease",
+ "Female",
+ "Exercise Therapy",
+ "Prospective Studies",
+ "Problem Solving",
+ "Physical Functional Performance",
+ "Aged, 80 and over",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39353528",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Taiwan",
+ "Humans",
+ "Cardiovascular Diseases",
+ "Climate Change",
+ "Temperature",
+ "Middle Aged",
+ "Aged",
+ "Adult",
+ "Respiratory Tract Diseases",
+ "Male",
+ "Female",
+ "Seasons",
+ "Vulnerable Populations",
+ "Young Adult",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39354585",
+ "Labels": [
+ "Cancer",
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Immune Checkpoint Inhibitors",
+ "Neoplasms",
+ "Chemoradiotherapy",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39352090",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Slovakia",
+ "Occupational Diseases",
+ "Adult",
+ "Male",
+ "Female",
+ "Prevalence",
+ "Middle Aged",
+ "Agriculture",
+ "Occupational Exposure",
+ "Manufacturing Industry",
+ "Asthma, Occupational",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39348213",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "China",
+ "Air Pollutants",
+ "Humans",
+ "Bayes Theorem",
+ "Particulate Matter",
+ "Air Pollution",
+ "Respiratory Tract Diseases",
+ "Sulfur Dioxide",
+ "Environmental Exposure"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39338131",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Brazil",
+ "Humans",
+ "Male",
+ "Female",
+ "Mortality",
+ "Middle Aged",
+ "Adult",
+ "Adolescent",
+ "Aged",
+ "Child",
+ "Young Adult",
+ "Respiratory Tract Diseases",
+ "Infant",
+ "Child, Preschool",
+ "Cardiovascular Diseases",
+ "Temperature",
+ "Hot Temperature",
+ "Aged, 80 and over",
+ "Infant, Newborn"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39334540",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Italy",
+ "Child",
+ "Pesticides",
+ "Female",
+ "Male",
+ "Adolescent",
+ "Environmental Exposure",
+ "Surveys and Questionnaires",
+ "Risk Factors",
+ "Health Status",
+ "Logistic Models",
+ "Agriculture",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39332351",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Wildfires",
+ "Smoke",
+ "Occupational Exposure",
+ "Firefighters",
+ "Respiratory Tract Diseases",
+ "Respiratory Function Tests"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39331188",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Glioma",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Risk Factors",
+ "Adult",
+ "Aged",
+ "Brain Neoplasms",
+ "SEER Program",
+ "Young Adult",
+ "Pandemics",
+ "Respiratory Tract Diseases",
+ "SARS-CoV-2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39323116",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Vietnam",
+ "Male",
+ "Female",
+ "Prospective Studies",
+ "Infant",
+ "Infant, Newborn",
+ "Intensive Care Units, Pediatric",
+ "Infant, Premature",
+ "Critical Illness",
+ "Respiration, Artificial",
+ "Length of Stay",
+ "Child, Preschool",
+ "Respiratory Tract Diseases",
+ "Infant, Premature, Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39316790",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Particulate Matter",
+ "China",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Cohort Studies",
+ "Environmental Exposure",
+ "Adult",
+ "Respiratory Tract Diseases",
+ "Aged",
+ "Air Pollutants",
+ "Air Pollution"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39316681",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Animals",
+ "Respiratory Tract Diseases",
+ "Mechanotransduction, Cellular",
+ "Stress, Mechanical",
+ "Extracellular Matrix",
+ "Respiratory Mechanics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39314792",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mendelian Randomization Analysis",
+ "Air Pollutants",
+ "Particulate Matter",
+ "Respiratory Function Tests",
+ "Air Pollution",
+ "Nitrogen Dioxide",
+ "Environmental Exposure",
+ "Chronic Disease",
+ "Male",
+ "Forced Expiratory Volume",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39304964",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Bronchoscopy",
+ "Infant, Newborn",
+ "Retrospective Studies",
+ "Male",
+ "Female",
+ "Fiber Optic Technology",
+ "Respiratory Tract Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39293035",
+ "Labels": [
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Child",
+ "Respiratory Tract Diseases",
+ "Pediatrics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738226",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Ethiopia",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Disorders of Excessive Somnolence",
+ "Cross-Sectional Studies",
+ "Adult",
+ "Prevalence",
+ "Risk Factors",
+ "Aged",
+ "Hypertension",
+ "Surveys and Questionnaires",
+ "Comorbidity",
+ "Obesity",
+ "Snoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39737893",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mendelian Randomization Analysis",
+ "Male",
+ "Female",
+ "Nutrition Surveys",
+ "Middle Aged",
+ "Genome-Wide Association Study",
+ "Arthritis, Rheumatoid",
+ "Adult",
+ "Arthritis",
+ "Prevalence",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Aged",
+ "Genetic Predisposition to Disease",
+ "Logistic Models",
+ "Polymorphism, Single Nucleotide"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39737509",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "India",
+ "Biological Specimen Banks",
+ "Adult",
+ "Female",
+ "Male",
+ "Diabetes Mellitus",
+ "Registries",
+ "Biomedical Research",
+ "Young Adult",
+ "Cohort Studies",
+ "Age of Onset",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736941",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Male",
+ "Rats, Wistar",
+ "Receptors, N-Methyl-D-Aspartate",
+ "Diabetes Mellitus, Experimental",
+ "Insulin",
+ "Rats",
+ "Magnesium",
+ "Diabetes Mellitus, Type 2",
+ "Nitric Oxide Synthase Type I",
+ "Dietary Supplements",
+ "Random Allocation",
+ "Streptozocin"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736870",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nomograms",
+ "Diabetic Neuropathies",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Aged",
+ "Risk Factors",
+ "ROC Curve",
+ "Diabetes Mellitus, Type 2",
+ "Prognosis",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736865",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Ultrasonography",
+ "Aged",
+ "Middle Aged",
+ "Bone Density",
+ "Diabetes Mellitus, Type 2",
+ "Tibia",
+ "Absorptiometry, Photon",
+ "Case-Control Studies",
+ "Diabetes Mellitus, Type 1",
+ "Cortical Bone",
+ "Elasticity"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39736861",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Middle Aged",
+ "Hyperparathyroidism, Primary",
+ "Adrenal Glands",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736858",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Cardiovascular Diseases",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Nutrition Surveys",
+ "Adult",
+ "Oxidative Stress",
+ "United States",
+ "Aged",
+ "Life Style",
+ "Diet",
+ "Risk Factors",
+ "Follow-Up Studies",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39736551",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Female",
+ "Health Literacy",
+ "Physician-Patient Relations",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Self Care",
+ "Information Seeking Behavior",
+ "Medication Adherence",
+ "Communication",
+ "Aged",
+ "Adult",
+ "Internet",
+ "Assessment of Medication Adherence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736518",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sodium-Glucose Transporter 2 Inhibitors",
+ "Male",
+ "Atrial Fibrillation",
+ "Retrospective Studies",
+ "Female",
+ "Aged",
+ "Treatment Outcome",
+ "Middle Aged",
+ "Diabetes Mellitus, Type 2",
+ "Time Factors",
+ "Risk Factors",
+ "Risk Assessment",
+ "Hemorrhage",
+ "Aged, 80 and over",
+ "Cause of Death",
+ "Myocardial Infarction"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 2
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39736351",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Fibroblast Growth Factors",
+ "Diabetes Mellitus, Type 2",
+ "Mice",
+ "Dependovirus",
+ "Humans",
+ "Gene Transfer Techniques",
+ "Genetic Therapy",
+ "Male",
+ "Diabetes Mellitus, Experimental",
+ "HEK293 Cells",
+ "Mice, Inbred C57BL",
+ "Blood Glucose",
+ "Genetic Vectors",
+ "Liver",
+ "Hypoglycemic Agents"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736334",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Cross-Sectional Studies",
+ "Diet, Vegetarian",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Prospective Studies",
+ "Aged",
+ "Risk Factors",
+ "United Kingdom",
+ "Proteomics",
+ "Diet, Healthy",
+ "Diet, Plant-Based"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736162",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Quality of Life",
+ "Nigeria",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Self-Management",
+ "Patient Education as Topic",
+ "Adult",
+ "Surveys and Questionnaires",
+ "Health Knowledge, Attitudes, Practice",
+ "Aged",
+ "Self Care"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39735994",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Receptor, ErbB-4",
+ "Neuregulins",
+ "Liver",
+ "Middle Aged",
+ "Female",
+ "Non-alcoholic Fatty Liver Disease",
+ "Male",
+ "Adult",
+ "Lipogenesis",
+ "Obesity",
+ "Diabetes Mellitus, Type 2",
+ "RNA, Messenger",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735781",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Hip Fractures",
+ "Male",
+ "Female",
+ "Albuminuria",
+ "Aged",
+ "Middle Aged",
+ "Creatinine",
+ "Risk Factors",
+ "Bone Density",
+ "Postmenopause"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39735651",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Female",
+ "Iran",
+ "Middle Aged",
+ "Follow-Up Studies",
+ "Incidence",
+ "Adult",
+ "Thyrotropin",
+ "Thyroxine",
+ "Longitudinal Studies",
+ "Thyroid Hormones",
+ "Risk Factors",
+ "Thyroid Function Tests",
+ "Thyroid Gland",
+ "Thyroid Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39735647",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Fecal Microbiota Transplantation",
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Gastrointestinal Microbiome",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39735646",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Somatostatin",
+ "Acromegaly",
+ "Pituitary ACTH Hypersecretion",
+ "Hyperglycemia",
+ "Algorithms",
+ "Hypoglycemic Agents",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39735639",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adiponectin",
+ "Leptin",
+ "Diabetic Neuropathies",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Case-Control Studies",
+ "Diabetes Mellitus, Type 2",
+ "Aged",
+ "Biomarkers",
+ "Risk Factors",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39735416",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Foot",
+ "Amputation, Surgical",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Risk Factors",
+ "Aged",
+ "Diabetes Mellitus, Type 2",
+ "Retrospective Studies",
+ "Lower Extremity",
+ "Age Factors",
+ "China",
+ "Adult",
+ "Prevalence",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39735415",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Metabolomics",
+ "Middle Aged",
+ "Coronary Disease",
+ "Biomarkers",
+ "Diabetes Mellitus, Type 2",
+ "Comorbidity",
+ "Depression",
+ "Hypertension",
+ "Aged",
+ "Gas Chromatography-Mass Spectrometry",
+ "Metabolome",
+ "Adult",
+ "Case-Control Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39735414",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Cognitive Dysfunction",
+ "Olfaction Disorders",
+ "Early Diagnosis",
+ "Biomarkers",
+ "Smell",
+ "Magnetic Resonance Imaging",
+ "Brain"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39734182",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Foot",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Aged",
+ "Aged, 80 and over",
+ "Tibia",
+ "Periosteum",
+ "Microcirculation",
+ "Treatment Outcome",
+ "Follow-Up Studies",
+ "Wound Healing",
+ "Diabetes Mellitus, Type 2",
+ "Severity of Illness Index"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39733376",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hungary",
+ "Male",
+ "Female",
+ "Retrospective Studies",
+ "Middle Aged",
+ "Adult",
+ "Diabetes Mellitus",
+ "Blood Glucose",
+ "Glycated Hemoglobin",
+ "Aged",
+ "Clinical Laboratory Techniques",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39733138",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Diabetes Mellitus, Type 2",
+ "Humans",
+ "Osteoarthritis",
+ "Animals",
+ "Rats",
+ "Chondrocytes",
+ "Cartilage, Articular",
+ "Up-Regulation",
+ "Lipopolysaccharide Receptors",
+ "Male",
+ "Monocytes",
+ "Gene Expression Profiling",
+ "Biomarkers",
+ "Cell Adhesion Molecules"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39733115",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Insulin",
+ "Glucocorticoids",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Glucose",
+ "Blood Glucose",
+ "Models, Biological"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39733102",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Monocytes",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Apolipoprotein A-I",
+ "Biomarkers",
+ "Aged",
+ "ROC Curve",
+ "Non-alcoholic Fatty Liver Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39732300",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Ferroptosis",
+ "NF-E2-Related Factor 2",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Drugs, Chinese Herbal",
+ "Mice",
+ "Diabetes Mellitus, Experimental",
+ "Mice, Inbred C57BL",
+ "Oxidative Stress",
+ "Liver",
+ "Diet, High-Fat",
+ "Lipid Peroxidation",
+ "Berberine",
+ "Cell Line",
+ "Glucosides",
+ "Flavanones",
+ "Streptozocin",
+ "Isoflavones",
+ "Flavonoids"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39731787",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Insulin Resistance",
+ "Animals",
+ "Hypoglycemic Agents",
+ "Diabetes Mellitus, Type 2",
+ "Mice",
+ "Triterpenes",
+ "Male",
+ "Diabetes Mellitus, Experimental",
+ "Molecular Structure",
+ "Structure-Activity Relationship",
+ "Humans",
+ "Dose-Response Relationship, Drug",
+ "Mice, Inbred C57BL"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39731761",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Anti-Bacterial Agents",
+ "Coagulase",
+ "Comorbidity",
+ "Diabetes Mellitus, Type 2",
+ "Staphylococcal Infections",
+ "Staphylococcus",
+ "Systemic Inflammatory Response Syndrome"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39730990",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Aged",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "COVID-19",
+ "Diabetes Mellitus, Type 2",
+ "Ethnic and Racial Minorities",
+ "Primary Health Care",
+ "Prospective Studies",
+ "Telemedicine"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39730877",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Non-alcoholic Fatty Liver Disease",
+ "Triglycerides",
+ "Middle Aged",
+ "Male",
+ "Female",
+ "Cholesterol, HDL",
+ "Retrospective Studies",
+ "Adult",
+ "Risk Factors",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39730670",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Thyroid Hormones",
+ "Aged",
+ "Diabetic Nephropathies",
+ "Diabetic Retinopathy",
+ "Diabetic Neuropathies",
+ "Thyrotropin",
+ "Thyroid Gland",
+ "Risk Factors",
+ "Thyroxine"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730430",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Middle Aged",
+ "Periodontitis",
+ "Male",
+ "Female",
+ "Aged",
+ "Saliva",
+ "Biomarkers",
+ "Gingivitis",
+ "Adult",
+ "Microbiota",
+ "Aged, 80 and over",
+ "RNA, Ribosomal, 16S"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39730335",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sodium-Glucose Transporter 2 Inhibitors",
+ "Female",
+ "Male",
+ "Heart Failure",
+ "Middle Aged",
+ "Aged",
+ "Retrospective Studies",
+ "Diabetes Mellitus, Type 2",
+ "Republic of Korea"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39730078",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sleep Initiation and Maintenance Disorders",
+ "Prediabetic State",
+ "Glycated Hemoglobin",
+ "Cognitive Behavioral Therapy",
+ "Blood Glucose",
+ "Male",
+ "Female",
+ "Insulin Resistance",
+ "Middle Aged",
+ "Diabetes Mellitus, Type 2",
+ "Blood Glucose Self-Monitoring",
+ "Adult",
+ "Patient Education as Topic",
+ "Aged",
+ "Sleep"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729922",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Periodontitis",
+ "Male",
+ "Rats, Wistar",
+ "Macrophages",
+ "Diabetes Mellitus, Experimental",
+ "Rats",
+ "Alveolar Bone Loss",
+ "Vitamin D",
+ "Phagocytosis",
+ "Diabetes Mellitus, Type 2",
+ "Calcium",
+ "Efferocytosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39729784",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Melanoma",
+ "Male",
+ "Female",
+ "Diabetes Mellitus, Type 2",
+ "Denmark",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Aged",
+ "Neoplasm Staging",
+ "Adult",
+ "Sex Factors",
+ "Skin Neoplasms",
+ "Registries",
+ "Lymphatic Metastasis",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39729310",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Lectins",
+ "Male",
+ "Female",
+ "GPI-Linked Proteins",
+ "Middle Aged",
+ "Periodontitis",
+ "Cytokines",
+ "Tumor Necrosis Factor-alpha",
+ "Adult",
+ "Biomarkers",
+ "Cytokine TWEAK",
+ "Glycated Hemoglobin"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729235",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Antioxidants",
+ "Plant Extracts",
+ "Animals",
+ "Hypoglycemic Agents",
+ "Adipogenesis",
+ "Mice",
+ "Adipocytes",
+ "Apoptosis",
+ "Asteraceae",
+ "3T3-L1 Cells",
+ "alpha-Amylases",
+ "Cell Movement",
+ "Phenols",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39728692",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Docosahexaenoic Acids",
+ "Animals",
+ "Diabetic Retinopathy",
+ "Mice",
+ "Humans",
+ "Electroretinography",
+ "Retina",
+ "Tomography, Optical Coherence",
+ "Male",
+ "Middle Aged",
+ "Mice, Inbred C57BL",
+ "Female",
+ "Diabetes Mellitus, Experimental",
+ "Gas Chromatography-Mass Spectrometry",
+ "Real-Time Polymerase Chain Reaction",
+ "Diabetes Mellitus, Type 2",
+ "Aged",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39726656",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Israel",
+ "Female",
+ "Adolescent",
+ "Arabs",
+ "Cross-Sectional Studies",
+ "Jews",
+ "Polycystic Ovary Syndrome",
+ "Hypertension",
+ "Young Adult",
+ "Diabetes Mellitus, Type 2",
+ "Pediatric Obesity",
+ "Prevalence",
+ "Male",
+ "Comorbidity"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39725431",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Prediabetic State",
+ "China",
+ "Diabetes Mellitus, Type 2",
+ "Randomized Controlled Trials as Topic",
+ "Prospective Studies",
+ "Single-Blind Method",
+ "Telemedicine",
+ "Multicenter Studies as Topic",
+ "Cost-Benefit Analysis",
+ "Male",
+ "Group Dynamics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39725366",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Diabetes Mellitus, Type 2",
+ "Drugs, Chinese Herbal",
+ "Male",
+ "Cognitive Dysfunction",
+ "Rats",
+ "Gastrointestinal Microbiome",
+ "Diabetes Mellitus, Experimental",
+ "Rats, Sprague-Dawley",
+ "Bile Acids and Salts",
+ "Hypoglycemic Agents",
+ "Insulin Resistance",
+ "Hippocampus",
+ "Maze Learning"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Mental Health",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39724976",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Early Detection of Cancer",
+ "Colorectal Neoplasms",
+ "Mass Screening",
+ "Prostate-Specific Antigen",
+ "Chronic Disease",
+ "Male",
+ "Guideline Adherence",
+ "Prostatic Neoplasms",
+ "Diabetes Mellitus, Type 2",
+ "HIV Infections",
+ "Dyslipidemias"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39723533",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Cognitive Dysfunction",
+ "Mice",
+ "Network Pharmacology",
+ "Molecular Docking Simulation",
+ "Diabetes Mellitus, Type 2",
+ "Drugs, Chinese Herbal",
+ "Male",
+ "Diabetes Mellitus, Experimental",
+ "Protein Interaction Maps",
+ "Hippocampus",
+ "Signal Transduction",
+ "Disease Models, Animal",
+ "Morris Water Maze Test"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39722814",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Homocysteine",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Neural Conduction",
+ "Diabetic Nephropathies",
+ "Diabetic Neuropathies",
+ "Aged",
+ "Risk Factors",
+ "China"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39722811",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "COVID-19",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Risk Factors",
+ "Post-Acute COVID-19 Syndrome",
+ "Aged",
+ "Adult",
+ "Ukraine",
+ "SARS-CoV-2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39721796",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Pregnancy",
+ "Gestational Weight Gain",
+ "White People",
+ "Adult",
+ "Retrospective Studies",
+ "Pregnancy Outcome",
+ "Obesity",
+ "COVID-19",
+ "Pregnancy Complications",
+ "Black or African American",
+ "Health Status Disparities",
+ "Louisiana",
+ "Diabetes, Gestational",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39720906",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Testosterone",
+ "Middle Aged",
+ "Aged",
+ "Australia",
+ "Risk Factors",
+ "Glucose Tolerance Test",
+ "Glycated Hemoglobin",
+ "Prognosis",
+ "Blood Glucose",
+ "Glucose Intolerance",
+ "Life Style",
+ "Risk Assessment"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39720308",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sri Lanka",
+ "Female",
+ "Male",
+ "Diabetes Mellitus, Type 1",
+ "Adolescent",
+ "Young Adult",
+ "Diabetes Mellitus, Type 2",
+ "Age of Onset",
+ "Retrospective Studies",
+ "Prevalence",
+ "Developing Countries",
+ "Child",
+ "Adult",
+ "Glycated Hemoglobin",
+ "Diabetic Ketoacidosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39720253",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Osteoporosis",
+ "Adaptor Proteins, Signal Transducing",
+ "Diabetes Mellitus, Type 1",
+ "Diabetes Mellitus, Type 2",
+ "Animals",
+ "Genetic Markers",
+ "Wnt Signaling Pathway",
+ "Bone Morphogenetic Proteins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39720249",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Male",
+ "Female",
+ "Diabetes Mellitus, Type 2",
+ "Middle Aged",
+ "Blood Glucose",
+ "Glycemic Control",
+ "Cohort Studies",
+ "Aged",
+ "Follow-Up Studies",
+ "Risk Factors",
+ "Hypoglycemic Agents",
+ "Adult",
+ "Cause of Death",
+ "China"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39720248",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Insulin Resistance",
+ "Male",
+ "Cross-Sectional Studies",
+ "Female",
+ "Diabetic Nephropathies",
+ "Middle Aged",
+ "Nutrition Surveys",
+ "United States",
+ "Adult",
+ "Aged",
+ "Risk Factors",
+ "Diabetes Mellitus",
+ "Diabetes Mellitus, Type 2",
+ "Body Mass Index"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39720247",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Gastrointestinal Microbiome",
+ "Insulin Resistance",
+ "Bile Acids and Salts",
+ "Medicine, Chinese Traditional",
+ "Precision Medicine",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39720175",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glycemic Control",
+ "Diabetes Mellitus, Type 2",
+ "Health Education",
+ "Glycated Hemoglobin",
+ "Blood Glucose",
+ "Patient Education as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39720174",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Periapical Periodontitis",
+ "Diabetes Mellitus, Type 2",
+ "Prevalence",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Root Canal Therapy",
+ "Adult",
+ "Romania",
+ "Tooth, Nonvital",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719839",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "TNF-Related Apoptosis-Inducing Ligand",
+ "Diabetes Mellitus, Type 2",
+ "Periodontitis",
+ "Genetic Predisposition to Disease",
+ "Polymorphism, Single Nucleotide",
+ "Gene Frequency",
+ "Genotype",
+ "Blood Glucose",
+ "Polymorphism, Genetic",
+ "Glycated Hemoglobin"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719724",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Synbiotics",
+ "Double-Blind Method",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Probiotics",
+ "Blood Glucose",
+ "Gastrointestinal Microbiome",
+ "Glycated Hemoglobin",
+ "Bifidobacterium animalis",
+ "Insulin Resistance",
+ "Treatment Outcome",
+ "Insulin"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719658",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Acute Kidney Injury",
+ "Sodium-Glucose Transporter 2 Inhibitors",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Diabetes Mellitus, Type 2",
+ "Contrast Media",
+ "Aged",
+ "Coronary Angiography",
+ "Propensity Score",
+ "Percutaneous Coronary Intervention",
+ "Creatinine",
+ "China",
+ "Incidence",
+ "Retrospective Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39719583",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Liraglutide",
+ "Sodium-Glucose Transporter 2 Inhibitors",
+ "Network Meta-Analysis",
+ "Hypoglycemic Agents",
+ "Randomized Controlled Trials as Topic",
+ "Treatment Outcome",
+ "Glucosides",
+ "Glycated Hemoglobin",
+ "Blood Glucose",
+ "Glucagon-Like Peptide-2 Receptor",
+ "Gastric Inhibitory Polypeptide",
+ "Tirzepatide"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719404",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Dipeptidyl-Peptidase IV Inhibitors",
+ "Male",
+ "Diabetes Mellitus, Type 2",
+ "Female",
+ "Middle Aged",
+ "Sodium-Glucose Transporter 2 Inhibitors",
+ "Retrospective Studies",
+ "Aged",
+ "Hong Kong",
+ "Treatment Outcome",
+ "Risk Factors",
+ "Risk Assessment",
+ "Myocardial Infarction",
+ "Thrombosis",
+ "Time Factors",
+ "Stroke"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39719391",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Blood Glucose",
+ "Life Style",
+ "Exercise",
+ "Aged",
+ "Sleep",
+ "Hypoglycemic Agents",
+ "Follow-Up Studies",
+ "Precision Medicine",
+ "Adult",
+ "Biomarkers",
+ "Prognosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719314",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Biomarkers",
+ "Black or African American",
+ "Blood Glucose",
+ "Diabetes Mellitus, Type 2",
+ "Follow-Up Studies",
+ "Glucose Clamp Technique",
+ "Glucose Tolerance Test",
+ "Incidence",
+ "Insulin",
+ "Insulin Resistance",
+ "Insulin Secretion",
+ "Parents",
+ "Prediabetic State",
+ "Prognosis",
+ "Prospective Studies",
+ "White"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719282",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Qualitative Research",
+ "Singapore",
+ "Telemedicine",
+ "Adult",
+ "Self Efficacy",
+ "Aged",
+ "Health Behavior",
+ "Asian People",
+ "Blood Glucose",
+ "Blood Glucose Self-Monitoring",
+ "Blood Pressure"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719183",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Non-alcoholic Fatty Liver Disease",
+ "Blood Glucose",
+ "Retrospective Studies",
+ "Glucose Tolerance Test",
+ "Adult",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Risk Factors",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39719182",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Chitinase-3-Like Protein 1",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Denmark",
+ "Cardiovascular Diseases",
+ "Biomarkers",
+ "Cohort Studies",
+ "C-Reactive Protein"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719170",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glucagon-Like Peptide-1 Receptor",
+ "Body Composition",
+ "Network Meta-Analysis as Topic",
+ "Obesity",
+ "Hypoglycemic Agents",
+ "Randomized Controlled Trials as Topic",
+ "Receptors, Gastrointestinal Hormone",
+ "Diabetes Mellitus, Type 2",
+ "Glucagon-Like Peptide-1 Receptor Agonists"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719165",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Insulin-Secreting Cells",
+ "Male",
+ "Glucagon-Like Peptides",
+ "Mice",
+ "Gastrointestinal Microbiome",
+ "Mice, Inbred C57BL",
+ "Diabetes Mellitus, Type 2",
+ "Signal Transduction",
+ "Diabetes Mellitus, Experimental",
+ "Methyltransferases",
+ "Diet, High-Fat",
+ "Hypoglycemic Agents"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39718468",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Diabetes Mellitus, Type 2",
+ "Glucagon-Like Peptides",
+ "Immunoglobulin Fc Fragments",
+ "Liver",
+ "Recombinant Fusion Proteins",
+ "Hypoglycemic Agents",
+ "Adult",
+ "Non-alcoholic Fatty Liver Disease",
+ "Aged",
+ "Glycated Hemoglobin",
+ "Blood Glucose",
+ "Cohort Studies",
+ "Treatment Outcome"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39718016",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Female",
+ "Intra-Abdominal Fat",
+ "Subcutaneous Fat",
+ "Transcriptome",
+ "Gene Expression Profiling",
+ "Macrophages",
+ "Protein Interaction Maps"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39717954",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hyperuricemia",
+ "Uric Acid",
+ "Renal Insufficiency, Chronic",
+ "Kidney",
+ "Animals",
+ "Obesity",
+ "Diabetes Mellitus, Type 2",
+ "Cardiovascular Diseases",
+ "Gout"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39717105",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Diabetes Mellitus, Type 2",
+ "Risk Factors",
+ "Gastrointestinal Diseases",
+ "Nomograms",
+ "Aged",
+ "Hypoglycemic Agents",
+ "Adult",
+ "Prognosis",
+ "Glucagon-Like Peptide-1 Receptor Agonists"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39716666",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Glycated Hemoglobin",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Latent Class Analysis",
+ "Prospective Studies",
+ "Aged",
+ "Exercise",
+ "Adult",
+ "Motivation",
+ "Singapore",
+ "Educational Status",
+ "Life Style",
+ "Biomarkers"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716481",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Insulin Resistance",
+ "Heat-Shock Response",
+ "Male",
+ "Diet, High-Fat",
+ "Mice, Inbred C57BL",
+ "HSP70 Heat-Shock Proteins",
+ "Disease Progression",
+ "Blood Glucose",
+ "Mice",
+ "Hot Temperature",
+ "Early Diagnosis",
+ "Diabetes Mellitus, Type 2",
+ "Obesity",
+ "Inflammation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39716335",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Mice",
+ "T-Lymphocytes, Regulatory",
+ "Diabetes Mellitus, Type 2",
+ "Retinal Degeneration",
+ "Mice, Inbred C57BL",
+ "Male",
+ "Diabetic Retinopathy",
+ "Retina"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716328",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Dementia",
+ "Diabetes Mellitus, Type 2",
+ "Hypoglycemic Agents",
+ "Network Meta-Analysis",
+ "Observational Studies as Topic",
+ "Randomized Controlled Trials as Topic",
+ "Sodium-Glucose Transporter 2 Inhibitors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716288",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Randomized Controlled Trials as Topic",
+ "Blood Glucose Self-Monitoring",
+ "Diabetes Mellitus, Type 2",
+ "Blood Glucose",
+ "Exercise",
+ "Health Behavior",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Adult",
+ "Glycated Hemoglobin",
+ "Pregnancy",
+ "Continuous Glucose Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716258",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomarkers",
+ "Blood Glucose",
+ "Cardiovascular Diseases",
+ "Cross-Sectional Studies",
+ "Diabetes Mellitus, Type 2",
+ "Insulin Resistance",
+ "Metabolic Syndrome",
+ "Triglycerides"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716230",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Gangrene",
+ "Diabetes Mellitus, Type 2",
+ "Blood Glucose",
+ "Acupuncture, Ear",
+ "Wound Healing",
+ "Treatment Outcome",
+ "Amputation, Surgical",
+ "Acupuncture Points",
+ "Magnetic Field Therapy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716081",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Ferroptosis",
+ "Gene Regulatory Networks",
+ "Genetic Predisposition to Disease",
+ "Genomics",
+ "Male",
+ "Diabetes Complications",
+ "Female",
+ "Gene Expression Profiling",
+ "Polymorphism, Single Nucleotide",
+ "Computational Biology",
+ "Genetic Association Studies",
+ "Multiomics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716056",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Bayes Theorem",
+ "Diabetes Mellitus, Type 2",
+ "Humans",
+ "Linear Models",
+ "Linkage Disequilibrium",
+ "Quantitative Trait Loci",
+ "Phenotype",
+ "Computer Simulation",
+ "Models, Genetic",
+ "Genome-Wide Association Study"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39715944",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Bariatric Surgery",
+ "Blood Glucose",
+ "Diabetes Mellitus, Type 2",
+ "Follow-Up Studies",
+ "Glycated Hemoglobin",
+ "Glycemic Control",
+ "Hypoglycemic Agents",
+ "Obesity, Morbid",
+ "Recurrence",
+ "Remission Induction",
+ "Retrospective Studies",
+ "Treatment Outcome",
+ "Weight Loss"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39715341",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glucagon-Like Peptide 1",
+ "Animals",
+ "Female",
+ "Male",
+ "Sex Characteristics",
+ "Obesity",
+ "Glucagon-Like Peptides",
+ "Hypoglycemic Agents",
+ "Sex Factors",
+ "Cardiovascular Diseases",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39715135",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Female",
+ "Sulfonylurea Compounds",
+ "Iraq",
+ "Sulfonylurea Receptors",
+ "Case-Control Studies",
+ "Polymorphism, Single Nucleotide",
+ "Middle Aged",
+ "Hypoglycemic Agents",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39713052",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Fatty Acids, Nonesterified",
+ "Coronary Disease",
+ "Insulin Resistance"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39710901",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Retinopathy",
+ "Glucagon-Like Peptides",
+ "Hypoglycemic Agents",
+ "Diabetes Mellitus, Type 2",
+ "Glucagon-Like Peptide-1 Receptor Agonists"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39710882",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Bone Density",
+ "Glucagon-Like Peptide-1 Receptor",
+ "Absorptiometry, Photon",
+ "Randomized Controlled Trials as Topic",
+ "Body Composition",
+ "Diabetes Mellitus, Type 2",
+ "Bayes Theorem",
+ "Female",
+ "Hypoglycemic Agents",
+ "Male",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710722",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Seasons",
+ "Aged",
+ "Metabolic Diseases",
+ "Calcifediol",
+ "Prospective Studies",
+ "Adult",
+ "Renal Insufficiency, Chronic",
+ "Biomarkers"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39710638",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Retinopathy",
+ "Risk Factors",
+ "Male",
+ "Female",
+ "Retrospective Studies",
+ "Middle Aged",
+ "Adult",
+ "Young Adult",
+ "Diabetes Mellitus, Type 2",
+ "China"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39710070",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glucosephosphate Dehydrogenase Deficiency",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Glycated Hemoglobin",
+ "Hypoglycemic Agents",
+ "Adult",
+ "Aged",
+ "Blood Glucose",
+ "Cohort Studies",
+ "Healthcare Disparities",
+ "Diabetes Complications",
+ "Diabetes Mellitus",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39710013",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Gastrointestinal Microbiome",
+ "Case-Control Studies",
+ "Female",
+ "Male",
+ "Adolescent",
+ "Pediatric Obesity",
+ "Feces",
+ "Diabetes Mellitus, Type 2",
+ "Birth Cohort",
+ "Bacteroides"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710002",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Genome-Wide Association Study",
+ "Frailty",
+ "Genetic Pleiotropy",
+ "Muscle, Skeletal",
+ "Comorbidity",
+ "Polymorphism, Single Nucleotide",
+ "Female",
+ "Male",
+ "Phenotype",
+ "Aged",
+ "Genetic Predisposition to Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39709941",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Aged",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Cognition",
+ "Cognitive Dysfunction",
+ "Diabetes Mellitus, Type 2",
+ "Dipeptidyl-Peptidase IV Inhibitors",
+ "Drug Therapy, Combination",
+ "Hypoglycemic Agents",
+ "Metabolomics",
+ "Metformin",
+ "Prospective Studies",
+ "Sodium-Glucose Transporter 2 Inhibitors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39709924",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Mice",
+ "Diet, High-Fat",
+ "Male",
+ "Kidney",
+ "Diabetic Nephropathies",
+ "Gastrointestinal Microbiome",
+ "Dysbiosis",
+ "Isothiocyanates",
+ "Humans",
+ "Mice, Inbred C57BL",
+ "Protective Agents",
+ "Blood Glucose",
+ "Streptozocin",
+ "Sulfoxides",
+ "Diabetes Mellitus, Type 2",
+ "Raphanus",
+ "Oxidative Stress",
+ "Bacteria",
+ "Superoxide Dismutase"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39709670",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Immune Checkpoint Inhibitors",
+ "Retrospective Studies",
+ "Neoplasms",
+ "Aged",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Glucagon-Like Peptide 1",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 3,
+ 1
+ ],
+ [
+ 0,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39709519",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Polycystic Ovary Syndrome",
+ "Female",
+ "MicroRNAs",
+ "Biomarkers",
+ "Metabolic Diseases",
+ "Insulin Resistance",
+ "Non-alcoholic Fatty Liver Disease",
+ "Diabetes Mellitus, Type 2",
+ "Obesity"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709437",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Female",
+ "Male",
+ "Prospective Studies",
+ "Middle Aged",
+ "Risk Assessment",
+ "Aged",
+ "Time Factors",
+ "Potassium, Dietary",
+ "Cardiovascular Diseases",
+ "Reproducibility of Results",
+ "Prognosis",
+ "Biomarkers",
+ "Risk Factors",
+ "Protective Factors",
+ "Albuminuria",
+ "Urinalysis",
+ "Recommended Dietary Allowances"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39709342",
+ "Labels": [
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Male",
+ "Female",
+ "Aged",
+ "Blood Glucose",
+ "Chronic Pain",
+ "Middle Aged",
+ "Pain Measurement",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39708996",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "United Kingdom",
+ "Female",
+ "Male",
+ "Exercise",
+ "Middle Aged",
+ "Prospective Studies",
+ "Multimorbidity",
+ "Diabetes Mellitus, Type 2",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Biological Specimen Banks",
+ "Coronary Disease",
+ "Genetic Predisposition to Disease",
+ "Stroke",
+ "Adult",
+ "UK Biobank"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39738254",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Students",
+ "Female",
+ "Exercise",
+ "Universities",
+ "China",
+ "Mental Health",
+ "Young Adult",
+ "Depression",
+ "Cross-Sectional Studies",
+ "Anxiety",
+ "Sleep",
+ "Surveys and Questionnaires",
+ "Adult",
+ "Adolescent",
+ "Sleep Quality",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737457",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "China",
+ "COVID-19",
+ "Male",
+ "Female",
+ "Students",
+ "Bullying",
+ "COVID-19 Vaccines",
+ "Surveys and Questionnaires",
+ "Mental Health",
+ "Vaccination",
+ "Depression",
+ "Anxiety",
+ "SARS-CoV-2",
+ "Stress Disorders, Post-Traumatic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735766",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Unemployment",
+ "Mental Disorders",
+ "Female",
+ "Male",
+ "Adult",
+ "Middle Aged",
+ "Global Health",
+ "Mental Health",
+ "Young Adult",
+ "Socioeconomic Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735765",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mental Disorders",
+ "Qualitative Research",
+ "Adolescent",
+ "Female",
+ "Health Promotion",
+ "Male",
+ "Social Media",
+ "Social Stigma",
+ "Health Knowledge, Attitudes, Practice",
+ "Middle East",
+ "Mental Health",
+ "Public Opinion"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735755",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "China",
+ "Aged",
+ "Rural Population",
+ "Mental Health",
+ "Male",
+ "Female",
+ "Social Participation",
+ "Internet Use",
+ "Surveys and Questionnaires",
+ "Middle Aged",
+ "Aged, 80 and over",
+ "Internet"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735753",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "China",
+ "Students",
+ "Universities",
+ "Male",
+ "Female",
+ "Mental Health",
+ "Young Adult",
+ "Adult",
+ "SARS-CoV-2",
+ "City Planning"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735752",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Acceptance and Commitment Therapy",
+ "Female",
+ "Male",
+ "Parents",
+ "Stress, Psychological",
+ "Adult",
+ "Child",
+ "Hong Kong",
+ "Middle Aged",
+ "SARS-CoV-2",
+ "Psychotherapy, Group",
+ "Pandemics",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735743",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Universities",
+ "Male",
+ "Female",
+ "China",
+ "Students",
+ "Academic Performance",
+ "Mental Health",
+ "Young Adult",
+ "Depression",
+ "Anxiety",
+ "Adolescent",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735742",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Volcanic Eruptions",
+ "Humans",
+ "Mental Health",
+ "Mental Disorders",
+ "Environmental Exposure"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39734104",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Male",
+ "Sexual and Gender Minorities",
+ "Female",
+ "Schools",
+ "Bullying",
+ "Mental Health",
+ "Crime Victims",
+ "United States",
+ "Surveys and Questionnaires",
+ "Students",
+ "Peer Group"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39734100",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Adolescent",
+ "Mental Health",
+ "SARS-CoV-2",
+ "Adolescent Development",
+ "Pandemics",
+ "Peer Group",
+ "Socioeconomic Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732736",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Colombia",
+ "Students",
+ "Young Adult",
+ "Adult",
+ "Adolescent",
+ "Psychometrics",
+ "Personal Satisfaction",
+ "Universities",
+ "Procrastination",
+ "Reproducibility of Results",
+ "Mental Health",
+ "Surveys and Questionnaires",
+ "Factor Analysis, Statistical"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732545",
+ "Labels": [
+ "Mental Health",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Adolescent",
+ "Male",
+ "Female",
+ "Patient Education as Topic",
+ "Glycemic Control",
+ "Transition to Adult Care",
+ "Self Care",
+ "Emotions",
+ "Mental Health",
+ "Feeding and Eating Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39731523",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Holistic Health",
+ "Mental Disorders",
+ "Health Policy",
+ "Social Theory",
+ "Mental Health",
+ "Health Status Disparities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731316",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Denmark",
+ "Female",
+ "Male",
+ "Attention Deficit Disorder with Hyperactivity",
+ "Adult",
+ "Middle Aged",
+ "Adolescent",
+ "Young Adult",
+ "Aged",
+ "COVID-19",
+ "Sex Factors",
+ "Aged, 80 and over",
+ "Reference Values",
+ "Brief Psychiatric Rating Scale",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730730",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "China",
+ "Male",
+ "Mental Health",
+ "Female",
+ "Rural Population",
+ "Sleep",
+ "Cross-Sectional Studies",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730531",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Loneliness",
+ "Humans",
+ "Exercise",
+ "Male",
+ "Female",
+ "Social Support",
+ "Students",
+ "Young Adult",
+ "Interpersonal Relations",
+ "Adult",
+ "Adolescent",
+ "Universities",
+ "Mental Health",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730236",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "India",
+ "Male",
+ "Adult",
+ "Female",
+ "Anxiety",
+ "Mental Health",
+ "Middle Aged",
+ "Disasters",
+ "Depression",
+ "Sleep Initiation and Maintenance Disorders",
+ "Sleep",
+ "Surveys and Questionnaires",
+ "Circadian Rhythm"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729870",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "New Zealand",
+ "Prospective Studies",
+ "Adult",
+ "Mental Health",
+ "Male",
+ "Female",
+ "Child",
+ "Young Adult",
+ "Infant",
+ "Child, Preschool",
+ "Birth Cohort",
+ "Parks, Recreational",
+ "Infant, Newborn",
+ "Depression"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729805",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Adult",
+ "Community Pharmacy Services",
+ "Community-Based Participatory Research",
+ "Ill-Housed Persons",
+ "Tobacco Use Cessation",
+ "Mental Health",
+ "Substance-Related Disorders",
+ "Program Evaluation",
+ "San Francisco",
+ "Counseling",
+ "Nicotine Replacement Therapy",
+ "Mentoring",
+ "Tobacco Products",
+ "Tobacco Use",
+ "Odds Ratio",
+ "Poisson Distribution",
+ "Logistic Models",
+ "Time Factors",
+ "Diagnosis, Dual (Psychiatry)",
+ "Mental Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727705",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Colorectal Neoplasms",
+ "Middle Aged",
+ "COVID-19",
+ "Female",
+ "Longitudinal Studies",
+ "Aged",
+ "Anxiety",
+ "Prospective Studies",
+ "SARS-CoV-2",
+ "Depression",
+ "Follow-Up Studies",
+ "Surveys and Questionnaires",
+ "Mental Health",
+ "United Kingdom",
+ "Psychological Well-Being"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39727168",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Denmark",
+ "Loneliness",
+ "Female",
+ "Middle Aged",
+ "Male",
+ "Chronic Pain",
+ "Prevalence",
+ "Adult",
+ "Aged",
+ "Mental Health",
+ "COVID-19",
+ "Young Adult",
+ "Adolescent",
+ "Aged, 80 and over",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727091",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Child",
+ "Mental Health",
+ "Biomedical Research",
+ "Delphi Technique",
+ "Mental Health Services"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726658",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Exercise",
+ "Self Report",
+ "Adolescent",
+ "Students",
+ "China",
+ "Child",
+ "Schools",
+ "Mental Health",
+ "Surveys and Questionnaires",
+ "Health Surveys",
+ "Sedentary Behavior",
+ "Depression"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726069",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Substance-Related Disorders",
+ "Middle Aged",
+ "Heart Transplantation",
+ "Heart-Assist Devices",
+ "Adult",
+ "Databases, Factual",
+ "Incidence",
+ "Mental Health",
+ "Quality of Life",
+ "Aged",
+ "Mental Disorders",
+ "Waiting Lists",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39725888",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Pregnancy",
+ "Adult",
+ "Cross-Sectional Studies",
+ "Pregnancy, Unplanned",
+ "Parents",
+ "Mental Health",
+ "Reproductive Techniques, Assisted",
+ "Young Adult",
+ "Stress, Psychological",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39725758",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Adolescent",
+ "Mental Health",
+ "Pandemics",
+ "SARS-CoV-2",
+ "Japan",
+ "Male",
+ "Suicide",
+ "Female",
+ "Mental Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39724226",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Germany",
+ "Cross-Sectional Studies",
+ "Mental Health",
+ "Adult",
+ "Surveys and Questionnaires",
+ "Young Adult",
+ "Stress, Psychological",
+ "Students",
+ "Occupational Stress",
+ "Universities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39724125",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Female",
+ "Male",
+ "Stress Disorders, Post-Traumatic",
+ "Survivors",
+ "Middle Aged",
+ "Adult",
+ "Anxiety",
+ "Risk Factors",
+ "Depression",
+ "Prevalence",
+ "Aged",
+ "Comorbidity",
+ "Sex Factors",
+ "Sleep Initiation and Maintenance Disorders",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39724115",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Empathy",
+ "Global Health",
+ "Mental Health",
+ "Existentialism",
+ "Warfare"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39724057",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Adolescent",
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Young Adult",
+ "COVID-19",
+ "Depression",
+ "East Asian People",
+ "Mental Health",
+ "Pandemics",
+ "Republic of Korea",
+ "Social Media"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39722713",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Child, Preschool",
+ "Cross-Sectional Studies",
+ "China",
+ "Screen Time",
+ "Surveys and Questionnaires",
+ "Mental Health",
+ "Parents",
+ "Psychological Well-Being"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39722022",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Loneliness",
+ "Adolescent",
+ "Male",
+ "Female",
+ "Cross-Sectional Studies",
+ "Urban Population",
+ "Young Adult",
+ "Adult",
+ "Mental Health",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39720811",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Mental Health",
+ "China",
+ "Middle Aged",
+ "Adult",
+ "Emotions",
+ "Surveys and Questionnaires",
+ "Aged",
+ "Adolescent",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719817",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hospitals, General",
+ "Psychiatry",
+ "Mental Health Services",
+ "Japan",
+ "Psychiatric Department, Hospital",
+ "Referral and Consultation",
+ "Mental Disorders",
+ "Surveys and Questionnaires",
+ "Mental Health",
+ "Psychiatrists"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719755",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Adolescent",
+ "Humans",
+ "Ozone",
+ "Mental Health",
+ "Nitrogen Dioxide",
+ "Male",
+ "Female",
+ "Child",
+ "China",
+ "Air Pollutants",
+ "Environmental Exposure",
+ "Schools",
+ "Cross-Sectional Studies",
+ "Air Pollution",
+ "Students"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719653",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Social Capital",
+ "Students",
+ "Social Media",
+ "Japan",
+ "Universities",
+ "Male",
+ "Female",
+ "Young Adult",
+ "Mental Health",
+ "Adult",
+ "Loneliness",
+ "Health Status",
+ "Personality",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39716066",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Quality of Life",
+ "Pakistan",
+ "Myocardial Infarction",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Aged",
+ "Health Status",
+ "Risk Factors",
+ "Mental Health",
+ "Time Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39715637",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomedical Research",
+ "Circadian Rhythm",
+ "Information Dissemination",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39715235",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Colombia",
+ "Emigrants and Immigrants",
+ "Venezuela",
+ "Female",
+ "Male",
+ "United States",
+ "Child",
+ "Adult",
+ "Child Welfare",
+ "Parents",
+ "Stress, Psychological",
+ "Surveys and Questionnaires",
+ "Adolescent",
+ "Middle Aged",
+ "Mental Health",
+ "Child, Preschool"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39715113",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Ukraine",
+ "Mental Health Services",
+ "Health Services Accessibility",
+ "Pandemics",
+ "Quality of Health Care",
+ "SARS-CoV-2",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39714844",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Aged",
+ "England",
+ "Middle Aged",
+ "Longitudinal Studies",
+ "Personal Satisfaction",
+ "Cohort Studies",
+ "Depression",
+ "Mental Health",
+ "Health Status",
+ "Social Support",
+ "Health Behavior",
+ "Cluster Analysis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39713741",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Substance-Related Disorders",
+ "Social Stigma",
+ "Sexism",
+ "Mental Health",
+ "Racism",
+ "Mental Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39712316",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aged",
+ "Female",
+ "Male",
+ "China",
+ "Mental Health",
+ "Internet Use",
+ "Middle Aged",
+ "Residence Characteristics",
+ "Aged, 80 and over",
+ "Independent Living",
+ "Surveys and Questionnaires",
+ "Internet",
+ "East Asian People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39712299",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "China",
+ "Mental Health",
+ "Aged",
+ "Social Environment",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Residence Characteristics",
+ "Surveys and Questionnaires",
+ "Neighborhood Characteristics",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39711409",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pilots",
+ "Aerospace Medicine",
+ "Mental Health",
+ "United States"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39711341",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aerospace Medicine",
+ "Mental Health",
+ "Delphi Technique",
+ "Aviation",
+ "Research",
+ "Societies, Medical",
+ "Occupational Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39711028",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Refugees",
+ "Syria",
+ "Psychological Distress",
+ "Female",
+ "Jordan",
+ "Male",
+ "Follow-Up Studies",
+ "Child",
+ "Single-Blind Method",
+ "Stress Disorders, Post-Traumatic",
+ "Depression",
+ "Stress, Psychological",
+ "Behavior Therapy",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710807",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Resilience, Psychological",
+ "Cross-Sectional Studies",
+ "Female",
+ "Adult",
+ "Male",
+ "Workplace Violence",
+ "Burnout, Professional",
+ "Mental Health",
+ "Middle Aged",
+ "Surveys and Questionnaires",
+ "Nursing Staff, Hospital",
+ "Taiwan"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710755",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Quality of Life",
+ "Romania",
+ "Male",
+ "Female",
+ "Prospective Studies",
+ "Tuberculosis, Multidrug-Resistant",
+ "Middle Aged",
+ "Adult",
+ "Mental Health",
+ "Social Class",
+ "Socioeconomic Factors",
+ "Surveys and Questionnaires",
+ "Aged",
+ "Cohort Studies",
+ "Longitudinal Studies",
+ "Psychological Well-Being"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710684",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Ontario",
+ "Pregnancy",
+ "Retrospective Studies",
+ "Adult",
+ "Social Class",
+ "Pregnancy Complications",
+ "Anxiety",
+ "Depression",
+ "Young Adult",
+ "Residence Characteristics",
+ "Mental Health",
+ "Cohort Studies",
+ "Educational Status",
+ "Mental Disorders",
+ "Income"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710634",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Female",
+ "United Kingdom",
+ "Adult",
+ "Cross-Sectional Studies",
+ "Mental Health",
+ "Domestic Violence",
+ "Middle Aged",
+ "Social Support",
+ "Resilience, Psychological",
+ "Pandemics",
+ "Young Adult",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710627",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Health Literacy",
+ "Adolescent",
+ "Anxiety",
+ "Depression",
+ "Mental Health",
+ "Health Education"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710497",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "China",
+ "Aged",
+ "Risk Factors",
+ "Middle Aged",
+ "Depression",
+ "Longitudinal Studies",
+ "Health Status",
+ "Mental Health",
+ "Aged, 80 and over",
+ "Rural Population",
+ "Logistic Models"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710338",
+ "Labels": [
+ "Cancer",
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cancer Survivors",
+ "Adolescent",
+ "Young Adult",
+ "Female",
+ "Male",
+ "Internet-Based Intervention",
+ "Mindfulness",
+ "Adult",
+ "Emotional Regulation",
+ "Quality of Life",
+ "Mental Health",
+ "Depression",
+ "Neoplasms",
+ "Research Design",
+ "Adaptation, Psychological",
+ "Digital Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39709458",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Adolescent",
+ "Child",
+ "Humans",
+ "Adaptation, Psychological",
+ "Child Behavior",
+ "Mental Disorders",
+ "Mental Health",
+ "Multicenter Studies as Topic",
+ "Norway",
+ "Parents",
+ "Pragmatic Clinical Trials as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709340",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Randomized Controlled Trials as Topic",
+ "Mental Health",
+ "Research Design",
+ "Outcome Assessment, Health Care",
+ "Mental Disorders",
+ "Treatment Outcome"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709337",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sufentanil",
+ "Male",
+ "Cough",
+ "Female",
+ "Ketamine",
+ "Middle Aged",
+ "Prospective Studies",
+ "Adult",
+ "Anesthesia, General",
+ "Anesthetics, Intravenous",
+ "Mental Health",
+ "Double-Blind Method"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709183",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Mental Health",
+ "Women's Health",
+ "Health Promotion"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709182",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "United States",
+ "Women's Health",
+ "Racial Groups",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39708948",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Asthma",
+ "Metals, Heavy",
+ "Male",
+ "Adult",
+ "Female",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Republic of Korea",
+ "Mental Health",
+ "Suicidal Ideation",
+ "Environmental Exposure",
+ "Air Pollutants",
+ "Young Adult",
+ "Depression",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39707472",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "General Practitioners",
+ "Self Care",
+ "Cross-Sectional Studies",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Burnout, Professional",
+ "Surveys and Questionnaires",
+ "Mental Health",
+ "Anxiety",
+ "SARS-CoV-2",
+ "Pandemics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39706574",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Mental Health",
+ "Women's Health",
+ "Pregnancy",
+ "Perinatal Care",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39706486",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Binge Drinking",
+ "Male",
+ "Middle Aged",
+ "Spain",
+ "Longitudinal Studies",
+ "Health Behavior",
+ "Mental Health",
+ "Health Status",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39706485",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Social Support",
+ "Male",
+ "Female",
+ "Longitudinal Studies",
+ "Adult",
+ "Stress, Psychological",
+ "Middle Aged",
+ "Depressive Disorder, Major",
+ "Mental Health",
+ "Social Class",
+ "Socioeconomic Factors",
+ "Young Adult",
+ "Aged",
+ "Risk Factors",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39706484",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mental Disorders",
+ "Mental Health",
+ "Ukraine",
+ "Armed Conflicts",
+ "Refugees"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39705174",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Adolescent",
+ "Adult",
+ "Humans",
+ "Male",
+ "Young Adult",
+ "Adaptation, Psychological",
+ "Black or African American",
+ "HIV Infections",
+ "Interviews as Topic",
+ "Mental Health",
+ "Qualitative Research",
+ "Sexual and Gender Minorities",
+ "Social Stigma"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39704003",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mental Disorders",
+ "Mental Health",
+ "Diagnostic and Statistical Manual of Mental Disorders",
+ "International Classification of Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39703482",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Adolescent",
+ "Mental Health",
+ "Reproductive Health",
+ "Sexual Behavior",
+ "Sexual Health",
+ "Menstruation",
+ "Health Knowledge, Attitudes, Practice"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39703180",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Qualitative Research",
+ "Male",
+ "Female",
+ "Pharmacists",
+ "Adult",
+ "England",
+ "Middle Aged",
+ "Focus Groups",
+ "Mental Health",
+ "Community Pharmacy Services",
+ "Depression",
+ "Interviews as Topic",
+ "Professional Role",
+ "Anxiety"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39702091",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Lebanon",
+ "Primary Health Care",
+ "Social Stigma",
+ "Qualitative Research",
+ "Mental Disorders",
+ "Male",
+ "Female",
+ "Attitude of Health Personnel",
+ "Health Personnel",
+ "Adult",
+ "Interviews as Topic",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39701588",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "COVID-19",
+ "Mental Health",
+ "Female",
+ "Male",
+ "Mental Health Services",
+ "United States",
+ "Child",
+ "Emotions",
+ "Telemedicine",
+ "Social Skills",
+ "School Mental Health Services"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39700572",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Machine Learning",
+ "Mental Health",
+ "Adult",
+ "Female"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39700155",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Female",
+ "Male",
+ "Mental Health",
+ "United Kingdom",
+ "Adolescent",
+ "Young Adult",
+ "Loneliness",
+ "Adult",
+ "Sex Factors",
+ "Pandemics",
+ "SARS-CoV-2",
+ "Longitudinal Studies",
+ "Aged",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39699982",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Italy",
+ "Prospective Studies",
+ "COVID-19",
+ "Internship and Residency",
+ "Male",
+ "Female",
+ "Adult",
+ "Depression",
+ "Anxiety",
+ "Mental Health",
+ "Stress Disorders, Post-Traumatic",
+ "Pandemics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39699544",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Absenteeism",
+ "Male",
+ "Female",
+ "Chikungunya Fever",
+ "Arthralgia",
+ "Middle Aged",
+ "Adult",
+ "Chronic Disease",
+ "Mental Health",
+ "Cross-Sectional Studies",
+ "Depression",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39699441",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Brazil",
+ "Transgender Persons",
+ "Health Services Accessibility",
+ "Male",
+ "Female",
+ "Primary Health Care",
+ "National Health Programs",
+ "Interviews as Topic",
+ "Health Personnel",
+ "Health Services for Transgender Persons",
+ "Qualitative Research",
+ "Adult",
+ "Health Policy",
+ "Mental Health",
+ "Transsexualism",
+ "Young Adult",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39699366",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Workplace",
+ "Mental Health",
+ "Health Promotion",
+ "Occupational Health",
+ "Guidelines as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39697298",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Adolescent",
+ "Female",
+ "Humans",
+ "Male",
+ "China",
+ "COVID-19",
+ "East Asian People",
+ "Mental Disorders",
+ "Mental Health",
+ "Risk Factors",
+ "Students",
+ "Suicidal Ideation",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39697006",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Health Services Accessibility",
+ "Health Literacy",
+ "Mexico",
+ "Female",
+ "Male",
+ "Adolescent",
+ "Child",
+ "Adult",
+ "Surveys and Questionnaires",
+ "Parents",
+ "Mental Health",
+ "Middle Aged",
+ "Health Behavior"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39696336",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Intimate Partner Violence",
+ "Female",
+ "Sex Offenses",
+ "Canada",
+ "Male",
+ "Transgender Persons",
+ "Surveys and Questionnaires",
+ "Crime Victims",
+ "Research",
+ "Stakeholder Participation",
+ "Mental Health",
+ "Health Priorities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39696264",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Adult",
+ "Middle Aged",
+ "Adolescent",
+ "Young Adult",
+ "Ownership",
+ "Housing",
+ "Behavioral Risk Factor Surveillance System",
+ "Aged",
+ "United States",
+ "Mental Health",
+ "Prevalence",
+ "Depressive Disorder"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39696245",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sudan",
+ "Cross-Sectional Studies",
+ "Child",
+ "Female",
+ "Adolescent",
+ "Male",
+ "Refugees",
+ "Mental Health",
+ "Surveys and Questionnaires",
+ "Stress Disorders, Post-Traumatic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39696093",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Students",
+ "Universities",
+ "United Kingdom",
+ "Young Adult",
+ "Exercise",
+ "Cohort Studies",
+ "Life Style",
+ "Ethnicity",
+ "COVID-19",
+ "Health Behavior",
+ "Sex Factors",
+ "Adult",
+ "Adolescent",
+ "Body Mass Index",
+ "Diet",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695709",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Patient Selection",
+ "Mental Disorders",
+ "Mental Health",
+ "Randomized Controlled Trials as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695633",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Adverse Childhood Experiences",
+ "Female",
+ "England",
+ "Adult",
+ "Middle Aged",
+ "Adolescent",
+ "Young Adult",
+ "Criminal Law",
+ "Health Status",
+ "Surveys and Questionnaires",
+ "Aged",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695572",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Students",
+ "Video Games",
+ "Universities",
+ "Mental Health",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695547",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Military Personnel",
+ "Female",
+ "Male",
+ "Cross-Sectional Studies",
+ "China",
+ "Adult",
+ "Stress Disorders, Post-Traumatic",
+ "COVID-19",
+ "Sleep Initiation and Maintenance Disorders",
+ "Prevalence",
+ "Young Adult",
+ "Depression",
+ "Anxiety",
+ "Mental Health",
+ "Middle Aged",
+ "Surveys and Questionnaires",
+ "Adolescent",
+ "East Asian People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695533",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Belgium",
+ "Male",
+ "Female",
+ "Multimorbidity",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Health Surveys",
+ "Mental Disorders",
+ "Quality of Life",
+ "Young Adult",
+ "Mental Health",
+ "Adolescent",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695518",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Resilience, Psychological",
+ "Military Personnel",
+ "Male",
+ "Social Support",
+ "Adult",
+ "Personal Satisfaction",
+ "Female",
+ "Mental Health",
+ "Depression",
+ "Longitudinal Studies",
+ "Young Adult",
+ "Surveys and Questionnaires",
+ "Cross-Sectional Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695503",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Indonesia",
+ "Adolescent",
+ "Male",
+ "Female",
+ "Noncommunicable Diseases",
+ "Cross-Sectional Studies",
+ "Risk Factors",
+ "Mental Health",
+ "Quality of Life",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39695274",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Students",
+ "Female",
+ "Male",
+ "Young Adult",
+ "Depression",
+ "Universities",
+ "China",
+ "Surveys and Questionnaires",
+ "Mental Health",
+ "Adolescent",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39693620",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mobile Applications",
+ "Adult",
+ "Mental Health",
+ "Health Behavior",
+ "Life Style",
+ "Exercise",
+ "Telemedicine"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39693599",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Mental Health",
+ "Mental Disorders",
+ "Aged",
+ "Schizophrenia",
+ "SARS-CoV-2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39691047",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Workplace",
+ "Burnout, Professional",
+ "Mental Health",
+ "Organizational Culture",
+ "Leadership",
+ "Health Personnel",
+ "Job Satisfaction",
+ "Ontario"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39691046",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Canada",
+ "Mental Health",
+ "Occupational Health",
+ "Workplace",
+ "Health Personnel",
+ "Organizational Culture",
+ "Surveys and Questionnaires",
+ "Patient Safety",
+ "Safety Management"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39691045",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Workplace",
+ "Health Personnel",
+ "Mental Health",
+ "Occupational Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39690437",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "South Australia",
+ "Housing",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Food Security",
+ "Health Status",
+ "Mental Health",
+ "Health Surveys",
+ "Socioeconomic Factors",
+ "Adolescent",
+ "Food Insecurity",
+ "Aged",
+ "Chronic Disease",
+ "Young Adult",
+ "Food Supply"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39690123",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Adolescent Development",
+ "Young Adult",
+ "Adult",
+ "Child",
+ "Mental Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39690113",
+ "Labels": [
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mexico",
+ "Adolescent",
+ "Male",
+ "Female",
+ "Racism",
+ "Mental Disorders",
+ "Qualitative Research",
+ "Mental Health",
+ "Mental Health Services",
+ "Young Adult",
+ "Interviews as Topic",
+ "Health Services Accessibility",
+ "Urban Population",
+ "Urban Health",
+ "Indigenous Peoples",
+ "Patient Acceptance of Health Care"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737893",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mendelian Randomization Analysis",
+ "Male",
+ "Female",
+ "Nutrition Surveys",
+ "Middle Aged",
+ "Genome-Wide Association Study",
+ "Arthritis, Rheumatoid",
+ "Adult",
+ "Arthritis",
+ "Prevalence",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Aged",
+ "Genetic Predisposition to Disease",
+ "Logistic Models",
+ "Polymorphism, Single Nucleotide"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39737643",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Tilapia",
+ "Rats",
+ "Skin",
+ "Wound Healing",
+ "Diabetes Mellitus, Experimental",
+ "Diabetes Mellitus, Type 1",
+ "Male"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736868",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Hypoglycemia",
+ "Child",
+ "Female",
+ "Parents",
+ "Adolescent",
+ "Fear",
+ "Cross-Over Studies",
+ "Adult",
+ "Sleep",
+ "Middle Aged",
+ "Insulin Infusion Systems",
+ "Blood Glucose Self-Monitoring",
+ "Insulin",
+ "Blood Glucose",
+ "Hypoglycemic Agents"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736865",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Ultrasonography",
+ "Aged",
+ "Middle Aged",
+ "Bone Density",
+ "Diabetes Mellitus, Type 2",
+ "Tibia",
+ "Absorptiometry, Photon",
+ "Case-Control Studies",
+ "Diabetes Mellitus, Type 1",
+ "Cortical Bone",
+ "Elasticity"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39735417",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Islets of Langerhans Transplantation",
+ "Immunomodulating Agents",
+ "Immunologic Factors",
+ "Animals",
+ "Antibodies, Monoclonal, Humanized"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39733989",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Adolescent",
+ "Hypoglycemia",
+ "Male",
+ "Adult",
+ "Female",
+ "Blood Glucose",
+ "Hyperglycemia",
+ "Exercise",
+ "Child",
+ "Young Adult",
+ "Cohort Studies",
+ "Hypoglycemic Agents",
+ "Middle Aged",
+ "Time Factors",
+ "Insulin",
+ "Blood Glucose Self-Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39733115",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Insulin",
+ "Glucocorticoids",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Glucose",
+ "Blood Glucose",
+ "Models, Biological"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39732907",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hypoglycemia",
+ "Diabetes Mellitus, Type 1",
+ "Child",
+ "Blood Glucose",
+ "Forecasting",
+ "Algorithms",
+ "Reinforcement, Psychology"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39732545",
+ "Labels": [
+ "Mental Health",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Adolescent",
+ "Male",
+ "Female",
+ "Patient Education as Topic",
+ "Glycemic Control",
+ "Transition to Adult Care",
+ "Self Care",
+ "Emotions",
+ "Mental Health",
+ "Feeding and Eating Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39731141",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Male",
+ "Child",
+ "Female",
+ "Cross-Sectional Studies",
+ "Ethiopia",
+ "Diabetes Mellitus, Type 1",
+ "Prevalence",
+ "Mental Disorders",
+ "Risk Factors",
+ "Follow-Up Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39730838",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Diabetes Mellitus, Type 1",
+ "Genetic Predisposition to Disease",
+ "Genetic Risk Score",
+ "Genome, Human",
+ "Genome-Wide Association Study",
+ "Genotype",
+ "Polymorphism, Single Nucleotide",
+ "Whole Genome Sequencing",
+ "Racial Groups"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39728423",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Adult",
+ "Lupus Erythematosus, Systemic",
+ "Diabetes Mellitus, Type 1",
+ "Proteinuria",
+ "Nephrotic Syndrome",
+ "Podocytes"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727851",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Erythrocytes",
+ "Male",
+ "Female",
+ "Adult",
+ "Case-Control Studies",
+ "Biomechanical Phenomena",
+ "Biomarkers",
+ "Middle Aged",
+ "Microscopy, Atomic Force"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39727210",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Autonomic Nervous System",
+ "Autonomic Nervous System Diseases",
+ "Biomarkers",
+ "Cardiovascular Diseases",
+ "Cardiovascular System",
+ "Cross-Sectional Studies",
+ "Diabetes Mellitus, Type 1",
+ "Diabetic Neuropathies",
+ "Heart Rate",
+ "Inflammation",
+ "Inflammation Mediators",
+ "Receptors, Urokinase Plasminogen Activator"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39726058",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Ketoacidosis",
+ "Male",
+ "Aged",
+ "Immune Checkpoint Inhibitors",
+ "Nivolumab",
+ "Diabetes Mellitus, Type 1",
+ "Insulin",
+ "Adenocarcinoma",
+ "Hypoglycemic Agents",
+ "Antineoplastic Agents, Immunological"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39725378",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Mice",
+ "Male",
+ "Schistosomiasis mansoni",
+ "Diabetes Mellitus, Type 1",
+ "Pancreas",
+ "Diabetes Mellitus, Experimental",
+ "Blood Glucose",
+ "Schistosoma mansoni",
+ "Islets of Langerhans",
+ "Acute Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39724143",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Receptors, KIR",
+ "Genetic Predisposition to Disease",
+ "Histocompatibility Antigens Class II",
+ "Killer Cells, Natural",
+ "Case-Control Studies",
+ "Autoimmunity",
+ "T-Lymphocytes",
+ "Male",
+ "Female"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39720308",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sri Lanka",
+ "Female",
+ "Male",
+ "Diabetes Mellitus, Type 1",
+ "Adolescent",
+ "Young Adult",
+ "Diabetes Mellitus, Type 2",
+ "Age of Onset",
+ "Retrospective Studies",
+ "Prevalence",
+ "Developing Countries",
+ "Child",
+ "Adult",
+ "Glycated Hemoglobin",
+ "Diabetic Ketoacidosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39720253",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Osteoporosis",
+ "Adaptor Proteins, Signal Transducing",
+ "Diabetes Mellitus, Type 1",
+ "Diabetes Mellitus, Type 2",
+ "Animals",
+ "Genetic Markers",
+ "Wnt Signaling Pathway",
+ "Bone Morphogenetic Proteins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39719890",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Glucagon",
+ "Animals",
+ "Glucose",
+ "Peptides",
+ "Hydrogels",
+ "Diabetes Mellitus, Experimental",
+ "Blood Glucose",
+ "Mice",
+ "Boronic Acids",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Drug Delivery Systems"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39718005",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Male",
+ "Retrospective Studies",
+ "Hypoglycemia",
+ "Adult",
+ "Blood Glucose Self-Monitoring",
+ "Blood Glucose",
+ "Middle Aged",
+ "Risk Assessment",
+ "Glycemic Control",
+ "Glycated Hemoglobin",
+ "Adolescent",
+ "Young Adult",
+ "Time Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716288",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Randomized Controlled Trials as Topic",
+ "Blood Glucose Self-Monitoring",
+ "Diabetes Mellitus, Type 2",
+ "Blood Glucose",
+ "Exercise",
+ "Health Behavior",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Adult",
+ "Glycated Hemoglobin",
+ "Pregnancy",
+ "Continuous Glucose Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39715178",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Male",
+ "Telemedicine",
+ "Child",
+ "Quality of Life",
+ "Rural Population",
+ "Child, Preschool",
+ "Parents",
+ "Mentoring",
+ "Occupational Therapy",
+ "Double-Blind Method",
+ "Pilot Projects",
+ "Glycated Hemoglobin",
+ "Self Efficacy",
+ "Adult",
+ "Parenting"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39714936",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Aged",
+ "Male",
+ "Insulin Infusion Systems",
+ "Insulin",
+ "Cross-Over Studies",
+ "Aged, 80 and over",
+ "Hypoglycemic Agents",
+ "Blood Glucose",
+ "Hypoglycemia",
+ "Glycated Hemoglobin",
+ "Blood Glucose Self-Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39710861",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Female",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Cross-Sectional Studies",
+ "Child",
+ "Lipase",
+ "India",
+ "Amylases",
+ "Biomarkers",
+ "Young Adult",
+ "Follow-Up Studies",
+ "Glycated Hemoglobin",
+ "Prognosis",
+ "Adult",
+ "Exocrine Pancreatic Insufficiency"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39709470",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Genetic Predisposition to Disease",
+ "Diabetic Nephropathies",
+ "Diabetes Mellitus, Type 1",
+ "Peptidyl-Dipeptidase A",
+ "Cardiovascular Diseases",
+ "Phenotype",
+ "Genome-Wide Association Study",
+ "Risk Factors",
+ "Polymorphism, Genetic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39708266",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Rats",
+ "Muscle, Skeletal",
+ "Drugs, Chinese Herbal",
+ "Insulin-Secreting Cells",
+ "Male",
+ "Adipose Tissue",
+ "Diabetes Mellitus, Type 1",
+ "Diabetes Mellitus, Experimental",
+ "Rats, Sprague-Dawley"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39707866",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pilot Projects",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Cognitive Dysfunction",
+ "Adult",
+ "Early Diagnosis",
+ "Aged",
+ "Retina",
+ "Visual Field Tests",
+ "Diabetic Retinopathy",
+ "Fixation, Ocular",
+ "Neuropsychological Tests"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39707182",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Ketoacidosis",
+ "Male",
+ "Female",
+ "Child",
+ "Metabolomics",
+ "Adolescent",
+ "Metabolome",
+ "Case-Control Studies",
+ "Diabetes Mellitus, Type 1",
+ "Biomarkers",
+ "Metabolic Networks and Pathways",
+ "Machine Learning"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39706675",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Ketoacidosis",
+ "Male",
+ "Retrospective Studies",
+ "Female",
+ "Diabetes Mellitus, Type 2",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Diabetes Mellitus, Type 1",
+ "Blood Glucose",
+ "Hypoglycemic Agents",
+ "Risk Factors",
+ "Assessment of Medication Adherence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39706641",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Rats, Wistar",
+ "Diabetic Neuropathies",
+ "NF-kappa B",
+ "Male",
+ "Diabetes Mellitus, Experimental",
+ "NF-E2-Related Factor 2",
+ "Diabetes Mellitus, Type 1",
+ "Streptozocin",
+ "Gabapentin",
+ "Glycation End Products, Advanced",
+ "Signal Transduction",
+ "Rats",
+ "Oxidative Stress",
+ "Disease Models, Animal"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39706517",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Female",
+ "Magnetic Resonance Imaging",
+ "Adult",
+ "Neuralgia",
+ "Diabetic Neuropathies",
+ "Middle Aged",
+ "Brain",
+ "Cerebral Cortex"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39704278",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Cytokines",
+ "Diabetes Mellitus, Type 1",
+ "Child",
+ "Chemokines",
+ "Adolescent",
+ "Sex Factors",
+ "Disease Progression",
+ "Child, Preschool",
+ "Intercellular Signaling Peptides and Proteins",
+ "Pilot Projects",
+ "Biomarkers",
+ "Sex Characteristics",
+ "Case-Control Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39704171",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "T-Lymphocytes, Regulatory",
+ "Diabetes Mellitus, Type 1",
+ "Mice",
+ "Interleukin-2",
+ "Disease Models, Animal",
+ "Interleukin-2 Receptor alpha Subunit",
+ "Interleukin-1 Receptor-Like 1 Protein",
+ "Interleukin-33",
+ "Mice, Inbred NOD",
+ "Female",
+ "Signal Transduction",
+ "CD8-Positive T-Lymphocytes",
+ "Islets of Langerhans",
+ "Th1 Cells",
+ "Interleukin-10",
+ "Autoimmunity",
+ "Recombinant Proteins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39704022",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Bioengineering",
+ "Animals",
+ "Genomics",
+ "Insulin-Secreting Cells",
+ "Proteomics",
+ "Insulin",
+ "Islets of Langerhans"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39703896",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Receptors, Calcitriol",
+ "South Africa",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Female",
+ "Black People",
+ "Adult",
+ "Case-Control Studies",
+ "Vitamin D",
+ "Genotype",
+ "Young Adult",
+ "Polymorphism, Restriction Fragment Length",
+ "Polymorphism, Single Nucleotide",
+ "Genetic Predisposition to Disease",
+ "Middle Aged",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39703609",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "SARS-CoV-2",
+ "Acute Kidney Injury",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 2
+ ],
+ [
+ 0,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39702941",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Diabetes Mellitus, Type 1",
+ "Dendritic Cells",
+ "Humans",
+ "Macrophages",
+ "Immune Tolerance",
+ "Receptors, Cytoplasmic and Nuclear",
+ "Mitochondria",
+ "Male",
+ "Female",
+ "Phenotype"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39701114",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Diabetic Ketoacidosis",
+ "Adolescent",
+ "Female",
+ "Male",
+ "Child",
+ "Hypoglycemia",
+ "Young Adult",
+ "Insulin",
+ "Hypoglycemic Agents",
+ "Insulin Infusion Systems",
+ "Child, Preschool",
+ "Blood Glucose",
+ "Prospective Studies",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39699995",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Hypoglycemia",
+ "Adult",
+ "Female",
+ "Male",
+ "Insulin",
+ "Middle Aged",
+ "Blood Glucose",
+ "Blood Glucose Self-Monitoring",
+ "Insulin Infusion Systems",
+ "Hypoglycemic Agents",
+ "Retrospective Studies",
+ "Glycemic Control"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39697323",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "MicroRNAs",
+ "Insulin-Secreting Cells",
+ "Enterovirus B, Human",
+ "Coxsackievirus Infections",
+ "Diabetes Mellitus, Type 1",
+ "Cell Line",
+ "Insulin",
+ "Trophoblasts"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39696373",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Hypoglycemia",
+ "Deep Learning"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39696094",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Sirolimus",
+ "Genetic Diseases, X-Linked",
+ "Diarrhea",
+ "Immunosuppressive Agents",
+ "Forkhead Transcription Factors",
+ "Immune System Diseases",
+ "Infant",
+ "Mutation",
+ "Diabetes Mellitus, Type 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39692076",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Histamine",
+ "Female",
+ "Adult",
+ "Hot Temperature",
+ "Middle Aged",
+ "Diabetic Neuropathies",
+ "Axons",
+ "Neural Conduction",
+ "Reflex",
+ "Sural Nerve",
+ "Young Adult",
+ "ROC Curve",
+ "Neurologic Examination"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39691822",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "New Zealand",
+ "Cross-Sectional Studies",
+ "Adolescent",
+ "Child",
+ "Diabetes Mellitus, Type 1",
+ "Young Adult",
+ "Diabetes Mellitus, Type 2",
+ "Hypoglycemic Agents",
+ "Prevalence",
+ "Child, Preschool",
+ "Adult",
+ "Glycated Hemoglobin",
+ "Primary Health Care"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39689816",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Middle Aged",
+ "Depression",
+ "Adult",
+ "Glycated Hemoglobin",
+ "Prevalence",
+ "Sex Factors",
+ "Surveys and Questionnaires",
+ "Self-Management"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39689633",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Male",
+ "Parents",
+ "Qualitative Research",
+ "Child",
+ "Adolescent",
+ "Child, Preschool",
+ "Interviews as Topic",
+ "Infant",
+ "Hospitalization",
+ "Adult",
+ "Self Care",
+ "Self-Management",
+ "Perception",
+ "Social Support"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39688288",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Middle Aged",
+ "Male",
+ "Adult",
+ "Diabetes Mellitus, Type 2",
+ "Glycated Hemoglobin",
+ "Diabetes Mellitus, Type 1",
+ "Medically Underserved Area",
+ "California",
+ "Florida"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39686350",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Blood Glucose Self-Monitoring",
+ "Female",
+ "Spectroscopy, Near-Infrared",
+ "Blood Glucose",
+ "Male",
+ "Middle Aged",
+ "Prospective Studies",
+ "Diabetes Mellitus, Type 2",
+ "Adult",
+ "Aged",
+ "Diabetes Mellitus, Type 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39686207",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neural Networks, Computer",
+ "Blood Glucose",
+ "Internet of Things",
+ "Deep Learning",
+ "Diabetes Mellitus, Type 1",
+ "Blood Glucose Self-Monitoring",
+ "Forecasting"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39683492",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Isomaltose",
+ "Female",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Middle Aged",
+ "Cross-Over Studies",
+ "Adult",
+ "Exercise",
+ "Insulin",
+ "Blood Glucose",
+ "Insulin Infusion Systems",
+ "Glucagon",
+ "Glucagon-Like Peptide 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39683465",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Female",
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Dietary Supplements",
+ "Dipeptidyl-Peptidase IV Inhibitors",
+ "Insulin-Secreting Cells",
+ "Latent Autoimmune Diabetes in Adults",
+ "Vitamin D",
+ "Vitamin D Deficiency"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39682744",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Diabetes Mellitus, Type 1",
+ "Extracellular Vesicles",
+ "Humans",
+ "Insulin-Secreting Cells",
+ "Cell Communication",
+ "Animals",
+ "Islets of Langerhans",
+ "Cellular Microenvironment"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39682729",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Intestinal Mucosa",
+ "Inflammatory Bowel Diseases",
+ "Celiac Disease",
+ "Protein Tyrosine Phosphatases",
+ "Animals",
+ "Diabetes Mellitus, Type 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39682726",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Organoids",
+ "Alzheimer Disease",
+ "Herpesvirus 1, Human",
+ "Brain",
+ "Herpes Simplex",
+ "Islets of Langerhans",
+ "Autoimmune Diseases",
+ "Stem Cells",
+ "Transcriptome",
+ "Diabetes Mellitus, Type 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39680874",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Blood Glucose Self-Monitoring",
+ "Aged",
+ "Diabetes Mellitus, Type 1",
+ "Caregivers",
+ "Male",
+ "Pilot Projects",
+ "Female",
+ "Feasibility Studies",
+ "Quality of Life",
+ "Middle Aged",
+ "Self-Management",
+ "Continuous Glucose Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39680256",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glycemic Control",
+ "Child",
+ "Diabetes Mellitus, Type 1",
+ "Parents",
+ "Child, Preschool",
+ "Hypoglycemia",
+ "Stress, Psychological",
+ "Infant",
+ "Blood Glucose",
+ "Parent-Child Relations",
+ "Fear"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39679900",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Female",
+ "Adult",
+ "Obesity",
+ "Diabetes Complications",
+ "Insulin Resistance",
+ "Young Adult",
+ "Cardiovascular Diseases",
+ "Obesity, Metabolically Benign",
+ "Body Mass Index",
+ "Follow-Up Studies",
+ "Adolescent",
+ "Diabetic Neuropathies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39678192",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Biomarkers",
+ "Female",
+ "Lipase",
+ "Adult",
+ "Amylases",
+ "Immunotherapy",
+ "Trypsin",
+ "Young Adult",
+ "Pancreas, Exocrine",
+ "Adolescent",
+ "Granulocyte Colony-Stimulating Factor",
+ "Treatment Outcome",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39676645",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Pregnancy",
+ "Prospective Studies",
+ "Adult",
+ "Systole",
+ "Diastole",
+ "Ultrasonography, Prenatal",
+ "Fetal Heart",
+ "Diabetes Mellitus, Type 1",
+ "Echocardiography, Doppler",
+ "Young Adult",
+ "Ventricular Function, Left",
+ "Myocardial Contraction",
+ "Pregnancy in Diabetics",
+ "Stroke Volume",
+ "Diabetes Mellitus, Type 2",
+ "Heart Ventricles"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 2
+ ],
+ [
+ 2,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39676515",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Health Knowledge, Attitudes, Practice",
+ "Female",
+ "Male",
+ "School Teachers",
+ "Morocco",
+ "Adult",
+ "Surveys and Questionnaires",
+ "Child",
+ "Schools",
+ "Health Education",
+ "School Health Services"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39675543",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Pyroptosis",
+ "Diabetes Mellitus, Type 1",
+ "Mice",
+ "Arsenic",
+ "Caspase 1",
+ "NLR Family, Pyrin Domain-Containing 3 Protein",
+ "Diabetes Mellitus, Experimental",
+ "Male",
+ "Insulin",
+ "Reactive Oxygen Species",
+ "Blood Glucose",
+ "Streptozocin",
+ "Phosphate-Binding Proteins",
+ "Disease Progression",
+ "Interleukin-18",
+ "Interleukin-1beta",
+ "Pancreas",
+ "Signal Transduction",
+ "Mice, Inbred C57BL",
+ "Insulin Resistance",
+ "Gasdermins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39675483",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Female",
+ "Insulin Infusion Systems",
+ "Adolescent",
+ "Parents",
+ "Insulin",
+ "Blood Glucose Self-Monitoring",
+ "Child",
+ "Hypoglycemic Agents",
+ "Patient Acceptance of Health Care",
+ "Surveys and Questionnaires",
+ "Blood Glucose",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39675356",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Methylenetetrahydrofolate Reductase (NADPH2)",
+ "Female",
+ "Male",
+ "Adolescent",
+ "Child",
+ "Interleukin-4",
+ "Polymorphism, Genetic",
+ "Diabetic Neuropathies",
+ "Diabetes Mellitus, Type 1",
+ "Genotype",
+ "Genetic Predisposition to Disease",
+ "Neural Conduction"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39673446",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39673230",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Cardiovascular Diseases",
+ "Australia",
+ "Risk Assessment",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Heart Disease Risk Factors",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39670552",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Feasibility Studies",
+ "Insulin",
+ "Child",
+ "Female",
+ "Male",
+ "Needlestick Injuries",
+ "Injections, Subcutaneous",
+ "Needles",
+ "Adolescent",
+ "Diabetes Mellitus, Type 1",
+ "Child, Preschool",
+ "Hypoglycemic Agents",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 2
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39667114",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Female",
+ "Child",
+ "Prospective Studies",
+ "Pneumococcal Vaccines",
+ "Seroconversion",
+ "Pilot Projects",
+ "Antibodies, Bacterial",
+ "Child, Preschool",
+ "Immunoglobulin G",
+ "Adolescent",
+ "Vaccination",
+ "Pneumococcal Infections",
+ "Glycated Hemoglobin",
+ "Streptococcus pneumoniae"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39666416",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Blood Glucose Self-Monitoring",
+ "Blood Glucose",
+ "Diabetes Mellitus",
+ "Quality of Life",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Continuous Glucose Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39665438",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39664107",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39663236",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39661959",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Female",
+ "Adolescent",
+ "Male",
+ "Belgium",
+ "Longitudinal Studies",
+ "Young Adult",
+ "Adult",
+ "Self Concept"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39658973",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39658119",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39658013",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Adolescent",
+ "Female",
+ "Male",
+ "Self Efficacy",
+ "Quality of Life",
+ "Jordan",
+ "Glycemic Control",
+ "Empowerment",
+ "Glycated Hemoglobin",
+ "Child"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39653802",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Exercise",
+ "Insulin Infusion Systems",
+ "Insulin",
+ "Adolescent",
+ "Child",
+ "Hypoglycemic Agents",
+ "Europe",
+ "Blood Glucose",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39652325",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Male",
+ "Republic of Korea",
+ "Adolescent",
+ "Female",
+ "Child",
+ "Incidence",
+ "Child, Preschool",
+ "Young Adult",
+ "Cohort Studies",
+ "Pandemics",
+ "SARS-CoV-2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39652177",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Dermatitis, Atopic",
+ "Comorbidity",
+ "Risk Factors",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Diabetes Mellitus",
+ "Child",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39649224",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39648458",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Fatty Acids, Omega-3",
+ "Chemokine CXCL9",
+ "Insulin-Secreting Cells",
+ "Animals",
+ "Mice",
+ "Diabetes Mellitus, Type 1",
+ "Cell Line",
+ "Signal Transduction"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39645243",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Hypoglycemic Agents",
+ "Insulin-Secreting Cells",
+ "Animals",
+ "Drug Development",
+ "Insulin Secretion",
+ "Insulin",
+ "Disease Progression",
+ "Glycemic Control"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39644976",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Diving",
+ "Adult",
+ "Hypoglycemia",
+ "Male",
+ "Female",
+ "Blood Glucose",
+ "Young Adult",
+ "Blood Glucose Self-Monitoring",
+ "Glycated Hemoglobin",
+ "Adolescent",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39642862",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Diabetes Mellitus, Type 1",
+ "Humans",
+ "Islets of Langerhans Transplantation",
+ "Induced Pluripotent Stem Cells",
+ "Islets of Langerhans",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39639901",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cost-Benefit Analysis",
+ "Diabetes Mellitus, Type 2",
+ "Patient Education as Topic",
+ "Diabetes Mellitus, Type 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39636437",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "T-Lymphocytes, Regulatory",
+ "Mice, Inbred NOD",
+ "Mice",
+ "Female",
+ "Diabetes Mellitus, Type 1",
+ "Antigens, Differentiation, T-Lymphocyte",
+ "Antibodies, Monoclonal"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39632776",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39632164",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Blood Glucose Self-Monitoring",
+ "Female",
+ "Male",
+ "Child, Preschool",
+ "Surveys and Questionnaires",
+ "Infant",
+ "Parents",
+ "Insulin Infusion Systems",
+ "Patient Satisfaction",
+ "Blood Glucose",
+ "Child",
+ "Caregivers",
+ "Continuous Glucose Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39629047",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39627081",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetic Ketoacidosis",
+ "Retrospective Studies",
+ "Child",
+ "Female",
+ "Male",
+ "Adolescent",
+ "Child, Preschool",
+ "Infant",
+ "Hypoglycemic Agents",
+ "Diabetes Mellitus, Type 1",
+ "Insulin, Long-Acting",
+ "Insulin",
+ "Infant, Newborn",
+ "Infusions, Intravenous"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39626097",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "HLA-DR3 Antigen",
+ "Haplotypes",
+ "HLA-DR4 Antigen",
+ "Genetic Predisposition to Disease",
+ "Male",
+ "Female",
+ "Genome-Wide Association Study",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39625868",
+ "Labels": [
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pregnancy",
+ "Female",
+ "Diabetes, Gestational",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Blood Glucose Self-Monitoring",
+ "Wearable Electronic Devices"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39625848",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Insulin",
+ "Administration, Cutaneous",
+ "Needles",
+ "Drug Delivery Systems",
+ "Animals",
+ "Skin",
+ "Swine",
+ "Skin Absorption",
+ "Microinjections",
+ "Diabetes Mellitus, Type 1",
+ "Hypoglycemic Agents",
+ "Humans"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39625039",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Receptors, Glucagon",
+ "Hypoglycemic Agents",
+ "Blood Glucose",
+ "Insulin",
+ "Randomized Controlled Trials as Topic",
+ "Hypoglycemia",
+ "Treatment Outcome",
+ "Antibodies, Monoclonal, Humanized"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39622650",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Child",
+ "Blood Glucose Self-Monitoring",
+ "Insulin Infusion Systems",
+ "Adolescent",
+ "Insulin",
+ "Skin Diseases",
+ "Hypoglycemic Agents",
+ "Child, Preschool",
+ "Lipodystrophy",
+ "Dermatitis, Contact"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39622257",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Registries",
+ "Child",
+ "Female",
+ "Male",
+ "Longitudinal Studies",
+ "Adolescent",
+ "Child, Preschool",
+ "Glycated Hemoglobin",
+ "Hypoglycemic Agents",
+ "Blood Glucose",
+ "Hypoglycemia",
+ "Treatment Outcome",
+ "Infant",
+ "Glycemic Control"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39622163",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Diabetes Mellitus, Type 1",
+ "Humans",
+ "Animals",
+ "Blood Glucose",
+ "Tissue Engineering",
+ "Porosity",
+ "Human Umbilical Vein Endothelial Cells",
+ "Tissue Scaffolds",
+ "Induced Pluripotent Stem Cells",
+ "Insulin",
+ "Diabetes Mellitus, Experimental",
+ "Printing, Three-Dimensional",
+ "Bioprinting",
+ "Male",
+ "Cell Survival",
+ "Insulin-Secreting Cells",
+ "Extracellular Matrix"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39621933",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Child",
+ "Adolescent",
+ "Child, Preschool",
+ "Retrospective Studies",
+ "Female",
+ "Blood Glucose",
+ "Male",
+ "Blood Glucose Self-Monitoring",
+ "Diabetes Mellitus",
+ "Hospitalization",
+ "Diabetes Mellitus, Type 1"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39621313",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Mice, Inbred NOD",
+ "Interleukin-4",
+ "Mice",
+ "Thymus Gland",
+ "Diabetes Mellitus, Type 1",
+ "Receptors, Antigen, T-Cell",
+ "Dendritic Cells",
+ "Natural Killer T-Cells"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39620918",
+ "Labels": [
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 1",
+ "Aged",
+ "Automobile Driving",
+ "Insulin Infusion Systems",
+ "Male",
+ "Female",
+ "Insulin",
+ "Cross-Over Studies",
+ "Hypoglycemic Agents",
+ "Middle Aged",
+ "Blood Glucose",
+ "Blood Glucose Self-Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39738300",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cognitive Dysfunction",
+ "Self-Management",
+ "Machine Learning",
+ "Aged",
+ "Male",
+ "Female",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737509",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "India",
+ "Biological Specimen Banks",
+ "Adult",
+ "Female",
+ "Male",
+ "Diabetes Mellitus",
+ "Registries",
+ "Biomedical Research",
+ "Young Adult",
+ "Cohort Studies",
+ "Age of Onset",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39736942",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Adult",
+ "Mobile Health Units",
+ "Middle Aged",
+ "Adolescent",
+ "Aged",
+ "Child",
+ "Young Adult",
+ "India",
+ "Morbidity",
+ "Hypertension",
+ "Child, Preschool",
+ "Obesity",
+ "Infant",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39736689",
+ "Labels": [
+ "Diabetes",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Neoplasms",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Longitudinal Studies",
+ "Aged",
+ "Proportional Hazards Models",
+ "Diabetes Mellitus",
+ "Risk Factors",
+ "Cardiometabolic Risk Factors",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39735640",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Blood Glucose",
+ "Class Ia Phosphatidylinositol 3-Kinase",
+ "Diabetes Mellitus",
+ "Growth Disorders",
+ "Hypercalcemia",
+ "Insulin Resistance",
+ "Nephrocalcinosis",
+ "Tooth Abnormalities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735551",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Atherosclerosis",
+ "5'-Nucleotidase",
+ "Animals",
+ "Diabetes Mellitus",
+ "GPI-Linked Proteins",
+ "Drug Development"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735480",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Heart Failure",
+ "Comorbidity",
+ "Middle Aged",
+ "Aged",
+ "Adult",
+ "Turkey",
+ "Prevalence",
+ "Young Adult",
+ "Adolescent",
+ "Aged, 80 and over",
+ "Hypertension",
+ "Diabetes Mellitus",
+ "Pulmonary Disease, Chronic Obstructive",
+ "Anemia",
+ "Dyslipidemias"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 2
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39734205",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Administration, Oral",
+ "Insulin",
+ "Humans",
+ "Animals",
+ "Nanoparticles",
+ "Blood Glucose",
+ "Diabetes Mellitus",
+ "Particle Size",
+ "Hypoglycemic Agents",
+ "Drug Carriers",
+ "Drug Delivery Systems"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733376",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hungary",
+ "Male",
+ "Female",
+ "Retrospective Studies",
+ "Middle Aged",
+ "Adult",
+ "Diabetes Mellitus",
+ "Blood Glucose",
+ "Glycated Hemoglobin",
+ "Aged",
+ "Clinical Laboratory Techniques",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39732905",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Coronary Stenosis",
+ "Aged",
+ "Inflammation",
+ "Coronary Disease",
+ "Severity of Illness Index",
+ "Diabetes Mellitus",
+ "Prognosis",
+ "Risk Factors",
+ "Predictive Value of Tests"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39732874",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sepsis",
+ "Male",
+ "Female",
+ "Aged",
+ "Middle Aged",
+ "Calcium",
+ "Diabetes Mellitus",
+ "Acid-Base Equilibrium",
+ "ROC Curve",
+ "Prognosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732729",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "Adipokines",
+ "Adipose Tissue",
+ "Adiposity",
+ "Cardiovascular Diseases",
+ "Diabetes Mellitus",
+ "Inflammation Mediators",
+ "Obesity",
+ "Signal Transduction"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39732433",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Ethiopia",
+ "Risk Factors",
+ "Prevalence",
+ "Diabetic Angiopathies",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Risk Assessment",
+ "Diabetic Retinopathy",
+ "Aged",
+ "Diabetic Nephropathies",
+ "Diabetic Neuropathies",
+ "Diabetes Mellitus",
+ "Young Adult",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730723",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Kidney Calculi",
+ "Male",
+ "Female",
+ "Cross-Sectional Studies",
+ "Middle Aged",
+ "Adult",
+ "Diabetes Mellitus",
+ "Nutrition Surveys",
+ "Risk Factors",
+ "Aged",
+ "Cardiovascular Diseases",
+ "United States",
+ "Incidence",
+ "Logistic Models"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39730510",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Nutrition Surveys",
+ "Heart Diseases",
+ "Diabetes Mellitus",
+ "Waist Circumference",
+ "Body Mass Index",
+ "Adiposity",
+ "Risk Factors",
+ "Adipose Tissue",
+ "United States"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39729755",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Biosensing Techniques",
+ "Microwaves",
+ "Humans",
+ "Blood Glucose",
+ "Blood Glucose Self-Monitoring",
+ "Diabetes Mellitus",
+ "Spectrum Analysis, Raman",
+ "Spectroscopy, Near-Infrared",
+ "Equipment Design"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39725874",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Uric Acid",
+ "Nutrition Surveys",
+ "Cholesterol, HDL",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Diabetes Mellitus",
+ "Biomarkers",
+ "Risk Assessment",
+ "Cause of Death",
+ "United States",
+ "Time Factors",
+ "Adult",
+ "Longitudinal Studies",
+ "Prognosis",
+ "Aged",
+ "Sex Factors",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39725454",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Kidney Transplantation",
+ "Male",
+ "Female",
+ "Child",
+ "Adolescent",
+ "Graft Survival",
+ "Graft Rejection",
+ "Diabetes Mellitus",
+ "Incidence",
+ "Retrospective Studies",
+ "Postoperative Complications",
+ "Survival Analysis",
+ "Child, Preschool",
+ "Transplant Recipients",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39723173",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Wound Healing",
+ "Hypoxia-Inducible Factor 1, alpha Subunit",
+ "Animals",
+ "Deferoxamine",
+ "Diabetes Mellitus",
+ "Glycine",
+ "Nanoparticles",
+ "Isoquinolines"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39721299",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Elasticity Imaging Techniques",
+ "Pilot Projects",
+ "Male",
+ "Female",
+ "Pancreas",
+ "Middle Aged",
+ "Adult",
+ "Case-Control Studies",
+ "Aged",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39720256",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Extracellular Vesicles",
+ "Osteoporosis",
+ "Animals",
+ "Diabetes Complications",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39720248",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Insulin Resistance",
+ "Male",
+ "Cross-Sectional Studies",
+ "Female",
+ "Diabetic Nephropathies",
+ "Middle Aged",
+ "Nutrition Surveys",
+ "United States",
+ "Adult",
+ "Aged",
+ "Risk Factors",
+ "Diabetes Mellitus",
+ "Diabetes Mellitus, Type 2",
+ "Body Mass Index"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719762",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Particulate Matter",
+ "Hypertension",
+ "Diabetes Mellitus",
+ "Middle Aged",
+ "Air Pollutants",
+ "Humans",
+ "Male",
+ "Prospective Studies",
+ "Air Pollution",
+ "Environmental Exposure",
+ "China",
+ "Aged",
+ "Female"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719335",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "China",
+ "Male",
+ "Female",
+ "Adult",
+ "Multimorbidity",
+ "Middle Aged",
+ "Chronic Disease",
+ "Prevalence",
+ "Aged",
+ "Hypertension",
+ "Obesity",
+ "Hyperuricemia",
+ "Dyslipidemias",
+ "Surveys and Questionnaires",
+ "Diabetes Mellitus",
+ "Adolescent",
+ "Rural Population",
+ "Young Adult",
+ "Urban Population"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719334",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "China",
+ "Female",
+ "Male",
+ "Adult",
+ "Middle Aged",
+ "Prevalence",
+ "Hyperuricemia",
+ "Chronic Disease",
+ "Hypertension",
+ "Metabolic Diseases",
+ "Dyslipidemias",
+ "Aged",
+ "Diabetes Mellitus",
+ "Young Adult",
+ "Rural Population",
+ "Adolescent",
+ "Urban Population",
+ "Nutrition Surveys"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719258",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "MicroRNAs",
+ "Humans",
+ "Wound Healing",
+ "Animals",
+ "Signal Transduction",
+ "Diabetes Complications",
+ "Diabetes Mellitus",
+ "Drug Delivery Systems"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39718458",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Titanium",
+ "Insulin",
+ "Animals",
+ "Hypoglycemic Agents",
+ "Particle Size",
+ "Glucose",
+ "Materials Testing",
+ "Nanoparticles",
+ "Surface Properties",
+ "Biocompatible Materials",
+ "Diabetes Mellitus",
+ "Drug Delivery Systems",
+ "Mice",
+ "Diabetes Mellitus, Experimental",
+ "Humans",
+ "Boronic Acids"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39717102",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Postmenopause",
+ "Middle Aged",
+ "Coronary Disease",
+ "Cholesterol",
+ "Aged",
+ "Diabetes Mellitus",
+ "Nutrition Surveys",
+ "Risk Factors",
+ "Prevalence",
+ "United States",
+ "Cross-Sectional Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39717099",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Bibliometrics",
+ "Humans",
+ "NLR Family, Pyrin Domain-Containing 3 Protein",
+ "Inflammasomes",
+ "Diabetes Mellitus",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716287",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Aged",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Administration, Oral",
+ "Blood Glucose",
+ "Cholecalciferol",
+ "Creatine",
+ "Diabetes Mellitus",
+ "Dietary Supplements",
+ "Iran",
+ "Muscle Strength",
+ "Muscle, Skeletal",
+ "Oxidative Stress",
+ "Randomized Controlled Trials as Topic",
+ "Sarcopenia",
+ "Treatment Outcome",
+ "Valerates",
+ "Whey Proteins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39716100",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus",
+ "Gastrointestinal Microbiome",
+ "Kidney Transplantation",
+ "Postoperative Complications"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39715819",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Diabetes Mellitus",
+ "Egypt",
+ "Health Knowledge, Attitudes, Practice",
+ "Patient Education as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39715497",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "COVID-19 Vaccines",
+ "Antibodies, Neutralizing",
+ "COVID-19",
+ "Female",
+ "HIV Infections",
+ "Middle Aged",
+ "Antibodies, Viral",
+ "Immunoglobulin G",
+ "SARS-CoV-2",
+ "Immunity, Humoral",
+ "Adult",
+ "Diabetes Mellitus",
+ "Vaccination",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39714194",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aged",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Ischemic Stroke",
+ "Aged, 80 and over",
+ "Glycated Hemoglobin",
+ "Diabetes Mellitus",
+ "Age Factors",
+ "Blood Glucose",
+ "Prospective Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39714134",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus",
+ "Saliva",
+ "Metal-Organic Frameworks",
+ "Transistors, Electronic",
+ "Glucose",
+ "Electrodes",
+ "Biosensing Techniques",
+ "Electrochemical Techniques",
+ "Nickel",
+ "Particle Size"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710070",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glucosephosphate Dehydrogenase Deficiency",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Glycated Hemoglobin",
+ "Hypoglycemic Agents",
+ "Adult",
+ "Aged",
+ "Blood Glucose",
+ "Cohort Studies",
+ "Healthcare Disparities",
+ "Diabetes Complications",
+ "Diabetes Mellitus",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39709946",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Transcription Factor 7-Like 2 Protein",
+ "beta Catenin",
+ "Wnt3A Protein",
+ "Wnt Signaling Pathway",
+ "Diabetic Nephropathies",
+ "Animals",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709804",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Vaccination Coverage",
+ "Cross-Sectional Studies",
+ "Influenza, Human",
+ "Male",
+ "Influenza Vaccines",
+ "Female",
+ "Europe",
+ "Middle Aged",
+ "Aged",
+ "Diabetes Mellitus",
+ "Seasons",
+ "Vaccination",
+ "Social Determinants of Health",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709395",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Bayes Theorem",
+ "Humans",
+ "Software",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709343",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Middle Aged",
+ "Retrospective Studies",
+ "Male",
+ "Adult",
+ "Female",
+ "Aged",
+ "Glycated Hemoglobin",
+ "Diabetes Mellitus",
+ "Aged, 80 and over",
+ "Oman",
+ "Body Mass Index",
+ "Blood Pressure",
+ "Young Adult",
+ "SARS-CoV-2",
+ "Hypertension",
+ "Pandemics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 3
+ ],
+ [
+ 0,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39707324",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Triglycerides",
+ "Longitudinal Studies",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Blood Glucose",
+ "China",
+ "Aged",
+ "Obesity",
+ "Risk Factors",
+ "Insulin Resistance",
+ "Diabetes Mellitus",
+ "Proportional Hazards Models"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39707271",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Erectile Dysfunction",
+ "Ethiopia",
+ "Cross-Sectional Studies",
+ "Adult",
+ "Middle Aged",
+ "Hospitals, Public",
+ "Prevalence",
+ "Risk Factors",
+ "Diabetes Mellitus",
+ "Poisson Distribution",
+ "Young Adult",
+ "Diabetes Complications",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39707185",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Gastrointestinal Microbiome",
+ "Humans",
+ "Diabetes Mellitus",
+ "Protein Interaction Maps",
+ "Network Pharmacology",
+ "Proto-Oncogene Proteins c-akt",
+ "Metabolome",
+ "PPAR gamma",
+ "Signal Transduction",
+ "Metabolomics",
+ "Computational Biology"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39706370",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Glucose Tolerance Test",
+ "Adult",
+ "Blood Glucose",
+ "Hyperglycemia",
+ "Glycated Hemoglobin",
+ "Insulin Resistance",
+ "China",
+ "Diabetes Mellitus",
+ "Diabetes Mellitus, Type 2",
+ "Aged",
+ "Insulin",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39705195",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardio-Renal Syndrome",
+ "Diabetes Mellitus",
+ "Metabolic Diseases",
+ "Practice Guidelines as Topic",
+ "Renal Insufficiency, Chronic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39703865",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Prediabetic State",
+ "Uric Acid",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Cholesterol, HDL",
+ "Prospective Studies",
+ "Adult",
+ "Biomarkers",
+ "Diabetes Mellitus",
+ "Prognosis",
+ "Aged",
+ "Nutrition Surveys",
+ "Cohort Studies",
+ "Follow-Up Studies",
+ "Cause of Death",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39703057",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Strongyloides stercoralis",
+ "Strongyloidiasis",
+ "Animals",
+ "Humans",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39702258",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nasopharynx",
+ "Male",
+ "Female",
+ "Case-Control Studies",
+ "Adult",
+ "Middle Aged",
+ "Ghana",
+ "Diabetes Mellitus",
+ "Aged",
+ "Bacteria",
+ "Young Adult",
+ "Respiratory Tract Infections"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39702047",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Malaysia",
+ "Male",
+ "Mobile Applications",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Adult",
+ "Telemedicine",
+ "Self-Management",
+ "Surveys and Questionnaires",
+ "Diabetes Mellitus",
+ "Aged",
+ "Diabetes Mellitus, Type 2",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39700129",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Male",
+ "Female",
+ "Bangladesh",
+ "Hyperglycemia",
+ "Middle Aged",
+ "Tertiary Care Centers",
+ "Diabetes Mellitus",
+ "Prospective Studies",
+ "Adult",
+ "Follow-Up Studies",
+ "Aged",
+ "SARS-CoV-2",
+ "Hospitalization",
+ "Patient Discharge",
+ "Risk Factors",
+ "Socioeconomic Factors",
+ "Hospital Mortality"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39699704",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hydroxymethylglutaryl-CoA Reductase Inhibitors",
+ "Hyperglycemia",
+ "Diabetes Mellitus",
+ "Risk Factors",
+ "Atherosclerosis",
+ "Blood Glucose"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39699431",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Quality of Life",
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Diabetes Mellitus",
+ "Patient Education as Topic",
+ "Educational Technology",
+ "Adult",
+ "Aged",
+ "Surveys and Questionnaires",
+ "Controlled Before-After Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39698032",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Intra-Abdominal Fat",
+ "Japan",
+ "Cohort Studies",
+ "Obesity, Abdominal",
+ "Adiposity",
+ "Diabetes Mellitus",
+ "Risk Factors",
+ "Blood Glucose",
+ "Longitudinal Studies",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39696515",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Uric Acid",
+ "C-Reactive Protein",
+ "Male",
+ "Female",
+ "Insulin Resistance",
+ "Triglycerides",
+ "Cholesterol, HDL",
+ "Adult",
+ "Middle Aged",
+ "Risk Factors",
+ "Sex Factors",
+ "Diabetes Mellitus",
+ "Mediation Analysis",
+ "Biomarkers",
+ "Sex Characteristics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39696157",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cross-Sectional Studies",
+ "China",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Health Services Needs and Demand",
+ "Diabetes Mellitus",
+ "Young Adult",
+ "Blood Glucose",
+ "Diabetes Mellitus, Type 2",
+ "Mass Screening",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39696101",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Bangladesh",
+ "Adult",
+ "Prevalence",
+ "Diabetes Mellitus",
+ "Middle Aged",
+ "Health Surveys",
+ "Young Adult",
+ "Risk Factors",
+ "Sex Factors",
+ "Undiagnosed Diseases",
+ "Adolescent",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39695649",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Artificial Intelligence",
+ "Diabetes Mellitus",
+ "Neural Networks, Computer",
+ "Middle Aged",
+ "Female",
+ "Male",
+ "Models, Statistical",
+ "Support Vector Machine",
+ "Adult",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695632",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Malawi",
+ "Qualitative Research",
+ "Female",
+ "Diabetes Mellitus",
+ "Focus Groups",
+ "Health Knowledge, Attitudes, Practice",
+ "Adult",
+ "Male",
+ "Nursing Staff, Hospital",
+ "Tertiary Care Centers",
+ "Clinical Competence",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39695379",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cluster Analysis",
+ "Regression Analysis",
+ "Models, Statistical",
+ "Algorithms",
+ "Diabetes Mellitus",
+ "Data Interpretation, Statistical"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39693799",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Prediabetic State",
+ "Incidence",
+ "Middle Aged",
+ "Depression",
+ "Triglycerides",
+ "United States",
+ "Adult",
+ "Blood Glucose",
+ "Nutrition Surveys",
+ "Diabetes Mellitus",
+ "Aged",
+ "Insulin Resistance"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39693267",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Renal Dialysis",
+ "Kidney Failure, Chronic",
+ "Glycated Hemoglobin",
+ "Diabetes Mellitus",
+ "Blood Glucose",
+ "Precision Medicine",
+ "Hypoglycemic Agents",
+ "Glycemic Control"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39692388",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Adolescent",
+ "Adult",
+ "Aged",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Young Adult",
+ "Arabs",
+ "Chronic Disease",
+ "Diabetes Mellitus",
+ "Health Status Disparities",
+ "Israel",
+ "Jews",
+ "Obesity",
+ "Prevalence",
+ "Retrospective Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39686708",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glycated Hemoglobin",
+ "Time Factors",
+ "Biometry",
+ "Models, Statistical",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39686687",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Colorectal Neoplasms",
+ "Metabolic Syndrome",
+ "Middle Aged",
+ "Early Detection of Cancer",
+ "Male",
+ "Europe",
+ "Female",
+ "Adult",
+ "Diabetes Mellitus",
+ "North America",
+ "Age Factors",
+ "Risk Factors",
+ "Mass Screening",
+ "Risk Assessment"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39684919",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cyclin-Dependent Kinase Inhibitor p21",
+ "Diabetes Mellitus",
+ "Animals",
+ "Metabolic Diseases",
+ "Insulin Resistance",
+ "DNA Damage"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39684905",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Cats",
+ "Insulin",
+ "Signal Transduction",
+ "Muscle, Skeletal",
+ "Biomarkers",
+ "Liver",
+ "Cat Diseases",
+ "Male",
+ "Pancreas",
+ "Diabetes Mellitus",
+ "Receptor, Insulin",
+ "Female",
+ "Insulin Resistance",
+ "Insulin Receptor Substrate Proteins",
+ "Glucagon-Like Peptide 1",
+ "Incretins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39684868",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nanostructures",
+ "Pancreatic Diseases",
+ "Animals",
+ "Drug Delivery Systems",
+ "Pancreatic Neoplasms",
+ "Diabetes Mellitus",
+ "Drug Carriers",
+ "Pancreas"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39684468",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Apolipoprotein C-III",
+ "Cardiovascular Diseases",
+ "Animals",
+ "Diabetes Mellitus",
+ "Metabolic Diseases",
+ "Lipoproteins",
+ "Triglycerides",
+ "Biomarkers"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39684379",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Leptin",
+ "Humans",
+ "Obesity",
+ "Metabolic Diseases",
+ "Diabetes Mellitus",
+ "Female",
+ "Male",
+ "Biomarkers"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39684343",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Acetamides",
+ "Diabetes Mellitus",
+ "Depression",
+ "Antidepressive Agents",
+ "Depressive Disorder, Major",
+ "Blood Glucose",
+ "Glycated Hemoglobin",
+ "Treatment Outcome",
+ "Naphthalenes"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39683638",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Ferritins",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Mongolia",
+ "Cross-Sectional Studies",
+ "Cardiovascular Diseases",
+ "Meat",
+ "Diet",
+ "Heart Disease Risk Factors",
+ "Adult",
+ "Biomarkers",
+ "Aged",
+ "Diabetes Mellitus",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39683480",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aged",
+ "Male",
+ "Female",
+ "Cross-Sectional Studies",
+ "Blood Glucose",
+ "Independent Living",
+ "Italy",
+ "Fatty Acids, Unsaturated",
+ "Diabetes Mellitus",
+ "Aged, 80 and over",
+ "Diet",
+ "Blood Pressure",
+ "Cardiometabolic Risk Factors",
+ "Fatty Acids, Omega-3",
+ "Body Mass Index"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39683416",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Dietary Supplements",
+ "Female",
+ "Nutrition Surveys",
+ "Male",
+ "Middle Aged",
+ "Adult",
+ "United States",
+ "Diabetes Mellitus",
+ "Motivation",
+ "Aged",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39681993",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Dogs",
+ "Dog Diseases",
+ "Fatty Liver",
+ "Tomography, X-Ray Computed",
+ "Male",
+ "Liver",
+ "Female",
+ "Diabetic Ketoacidosis",
+ "Diabetes Mellitus",
+ "Retrospective Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39681831",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Fear",
+ "Feeding Behavior",
+ "Diabetes Mellitus",
+ "Cognitive Behavioral Therapy",
+ "Feeding and Eating Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39681614",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Polyradiculoneuropathy, Chronic Inflammatory Demyelinating",
+ "Male",
+ "Diabetic Neuropathies",
+ "Female",
+ "Middle Aged",
+ "Ultrasonography",
+ "Diagnosis, Differential",
+ "Aged",
+ "Neural Conduction",
+ "ROC Curve",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39681186",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle Aged",
+ "Male",
+ "Female",
+ "Risk Factors",
+ "Nutrition Surveys",
+ "United States",
+ "Dementia",
+ "Adult",
+ "Prevalence",
+ "Diabetes Mellitus",
+ "Obesity",
+ "Smoking",
+ "Hypertension",
+ "Alcohol Drinking"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39680279",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Recurrence",
+ "Computer Simulation",
+ "Models, Statistical",
+ "Proportional Hazards Models",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39680083",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Bursitis",
+ "Male",
+ "Female",
+ "Retrospective Studies",
+ "Middle Aged",
+ "Aged",
+ "Dilatation",
+ "Range of Motion, Articular",
+ "Shoulder Joint",
+ "Treatment Outcome",
+ "Pain Measurement",
+ "Adult",
+ "Diabetes Mellitus",
+ "Diabetes Complications"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39678201",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hypertension",
+ "Food Insecurity",
+ "Male",
+ "Cross-Sectional Studies",
+ "Female",
+ "Middle Aged",
+ "Diabetes Mellitus",
+ "Adult",
+ "Social Class",
+ "Family Characteristics",
+ "Aged",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39676179",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Holistic Health",
+ "Mind-Body Therapies",
+ "Diabetes Mellitus",
+ "Neurosecretory Systems"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39675484",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Prediabetic State",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Diabetes Mellitus",
+ "Nutrition Surveys",
+ "Adult",
+ "Aged",
+ "Body Mass Index",
+ "Cause of Death",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39674445",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Arsenic",
+ "Homeostasis",
+ "Animals",
+ "Glucose",
+ "Diabetes Mellitus",
+ "Microbiota",
+ "Gastrointestinal Microbiome"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39673957",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Acetone",
+ "Zinc Oxide",
+ "Biosensing Techniques",
+ "Humans",
+ "Optical Fibers",
+ "Diabetes Mellitus",
+ "Biomarkers",
+ "Limit of Detection",
+ "Breath Tests",
+ "Equipment Design",
+ "Volatile Organic Compounds",
+ "Fiber Optic Technology"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39673919",
+ "Labels": [
+ "Diabetes",
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Incidence",
+ "Adult",
+ "Aged",
+ "Diabetes Mellitus",
+ "New Zealand",
+ "Young Adult",
+ "Registries",
+ "Cohort Studies",
+ "Adolescent",
+ "Aged, 80 and over",
+ "Child"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cancer",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39673498",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Quality of Life",
+ "Male",
+ "Female",
+ "Self Care",
+ "Primary Health Care",
+ "Middle Aged",
+ "Aged",
+ "Follow-Up Studies",
+ "Longitudinal Studies",
+ "Hypertension",
+ "Coronary Artery Disease",
+ "Diabetes Mellitus",
+ "Adult",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39672014",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus",
+ "Artificial Intelligence",
+ "Machine Learning",
+ "Deep Learning",
+ "Telemedicine"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39671511",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sedentary Behavior",
+ "Male",
+ "Female",
+ "Cross-Sectional Studies",
+ "Hypertension",
+ "Middle Aged",
+ "Adult",
+ "Diabetes Mellitus",
+ "Exercise",
+ "Coronary Artery Disease",
+ "Prospective Studies",
+ "Young Adult",
+ "Cardiometabolic Risk Factors",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39671417",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hypertension",
+ "Female",
+ "Male",
+ "COVID-19",
+ "Adult",
+ "Diabetes Mellitus",
+ "Middle Aged",
+ "Puerto Rico",
+ "COVID-19 Vaccines",
+ "Aged",
+ "Surveys and Questionnaires",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39670874",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39670442",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Animals",
+ "Lipocalin-2",
+ "Diabetic Neuropathies",
+ "Oxidative Stress",
+ "Molecular Targeted Therapy",
+ "Quality of Life",
+ "Cognitive Dysfunction",
+ "Drug Development",
+ "Blood-Brain Barrier",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39670363",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Blood Glucose Self-Monitoring",
+ "Computational Biology",
+ "Diabetes Mellitus",
+ "Benchmarking",
+ "Blood Glucose",
+ "Wearable Electronic Devices",
+ "Smartphone",
+ "Mobile Applications",
+ "Language",
+ "Continuous Glucose Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39667764",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Anti-Bacterial Agents",
+ "Diabetic Foot",
+ "Osteomyelitis",
+ "Diabetes Mellitus",
+ "Anti-Infective Agents, Local"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39666834",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Hypoglycemic Agents",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39666732",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Insulin",
+ "Aged",
+ "Diabetes Mellitus",
+ "Hospitalization",
+ "Frail Elderly",
+ "Hypoglycemic Agents",
+ "Female",
+ "Male",
+ "Hospitals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39666445",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Bone Regeneration",
+ "Humans",
+ "Drug Delivery Systems",
+ "Animals",
+ "Diabetes Mellitus",
+ "Neovascularization, Physiologic",
+ "Osteogenesis",
+ "Biocompatible Materials"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39666416",
+ "Labels": [
+ "Diabetes",
+ "Diabetes type 1",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Blood Glucose Self-Monitoring",
+ "Blood Glucose",
+ "Diabetes Mellitus",
+ "Quality of Life",
+ "Diabetes Mellitus, Type 2",
+ "Diabetes Mellitus, Type 1",
+ "Continuous Glucose Monitoring"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39666397",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 2
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39665943",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Vascular Stiffness",
+ "Male",
+ "Renal Insufficiency, Chronic",
+ "Female",
+ "Middle Aged",
+ "Hypertension",
+ "Glomerular Filtration Rate",
+ "Aged",
+ "Biomarkers",
+ "Albuminuria",
+ "Kidney",
+ "Cross-Sectional Studies",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39665157",
+ "Labels": [
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "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"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 2
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39738287",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomarkers, Tumor",
+ "Prognosis",
+ "Tumor Microenvironment",
+ "Melanoma",
+ "Gene Expression Regulation, Neoplastic",
+ "Neoplasms"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738156",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Precision Medicine",
+ "Genome, Human",
+ "Theranostic Nanomedicine",
+ "Deep Learning"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738052",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mutation",
+ "Neoplasms",
+ "Precision Medicine",
+ "Genomics",
+ "Immunotherapy",
+ "Carcinoma, Non-Small-Cell Lung",
+ "Machine Learning",
+ "Female",
+ "Male",
+ "Treatment Outcome",
+ "Electronic Health Records",
+ "Lung Neoplasms"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738026",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "DNA Replication",
+ "Mutagenesis",
+ "Pancreatic Neoplasms",
+ "Neoplasms",
+ "Cell Line, Tumor",
+ "DNA Copy Number Variations",
+ "G-Quadruplexes",
+ "Gene Rearrangement",
+ "Carcinoma, Pancreatic Ductal",
+ "DNA Repair",
+ "Mutation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738003",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "5'-Nucleotidase",
+ "Animals",
+ "Humans",
+ "Mice",
+ "GPI-Linked Proteins",
+ "Epitopes",
+ "Cell Line, Tumor",
+ "Xenograft Model Antitumor Assays",
+ "Cell Proliferation",
+ "Antibodies, Monoclonal, Humanized",
+ "Neoplasms",
+ "Female",
+ "T-Lymphocytes",
+ "Antibodies, Monoclonal",
+ "Mice, Inbred BALB C",
+ "Combined Antibody Therapeutics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737979",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Pyroptosis",
+ "Animals",
+ "Mice",
+ "Inflammasomes",
+ "Mice, Inbred C57BL",
+ "Humans",
+ "Cell Line, Tumor",
+ "Cytokines",
+ "Melanoma, Experimental",
+ "Interleukin-18",
+ "Interleukin-1beta",
+ "Phosphate-Binding Proteins",
+ "Intracellular Signaling Peptides and Proteins",
+ "Neoplasms",
+ "Female",
+ "Interferon-gamma",
+ "Interleukin-12",
+ "Gasdermins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737928",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Immunotherapy",
+ "Neoplasms",
+ "Histocompatibility Antigens Class I",
+ "Peptides",
+ "Antigen Presentation",
+ "Cancer Vaccines",
+ "Alleles",
+ "Computational Biology"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737671",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "Antineoplastic Agents",
+ "Molecular Structure",
+ "Neoplasms",
+ "Nitrogen",
+ "Structure-Activity Relationship",
+ "Triazoles"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737633",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Child",
+ "Male",
+ "Female",
+ "Child, Preschool",
+ "Retrospective Studies",
+ "Turkey",
+ "Adolescent",
+ "Measles-Mumps-Rubella Vaccine",
+ "Neoplasms",
+ "Antibodies, Viral",
+ "Infant",
+ "Vaccination",
+ "Hepatitis B Vaccines",
+ "Chickenpox Vaccine",
+ "Hepatitis A Vaccines",
+ "Follow-Up Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737568",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Neoplasms",
+ "Humans",
+ "Benchmarking",
+ "Algorithms",
+ "Computational Biology",
+ "Protein Interaction Maps",
+ "Protein Interaction Mapping",
+ "Gene Regulatory Networks"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737564",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Germ-Line Mutation",
+ "Neoplasms",
+ "Reproducibility of Results",
+ "Mutation",
+ "Computational Biology",
+ "Genomics",
+ "Lung Neoplasms",
+ "Biomarkers, Tumor"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737563",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Algorithms",
+ "Biomarkers, Tumor",
+ "Machine Learning",
+ "Neoplasms",
+ "Computational Biology"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737507",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Male",
+ "Female",
+ "Aged",
+ "Global Health",
+ "Middle Aged",
+ "Incidence",
+ "Aged, 80 and over",
+ "Global Burden of Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737190",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Nucleotidyltransferases",
+ "Signal Transduction",
+ "Membrane Proteins",
+ "Medicine, Chinese Traditional",
+ "Animals",
+ "Neoplasms",
+ "Drugs, Chinese Herbal",
+ "Immunity, Innate",
+ "Autoimmune Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39737177",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Biomarkers, Tumor",
+ "Prognosis",
+ "Gene Expression Regulation, Neoplastic",
+ "Cell Line, Tumor",
+ "Membrane Proteins",
+ "Immunotherapy",
+ "Female",
+ "Male",
+ "Tumor Microenvironment",
+ "Lymphocytes, Tumor-Infiltrating",
+ "DNA Copy Number Variations"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736787",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Antibodies, Monoclonal, Humanized",
+ "Aged",
+ "Adult",
+ "Lymphocyte Activation Gene 3 Protein",
+ "Programmed Cell Death 1 Receptor",
+ "Antineoplastic Combined Chemotherapy Protocols",
+ "Neoplasms",
+ "Immune Checkpoint Inhibitors",
+ "Antigens, CD"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736754",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Iran",
+ "Health Services Accessibility",
+ "Antineoplastic Agents",
+ "Neoplasms",
+ "Health Policy",
+ "Social Network Analysis",
+ "Policy Making",
+ "Stakeholder Participation",
+ "Surveys and Questionnaires",
+ "Social Networking",
+ "Drug Industry"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736712",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Patient-Centered Care",
+ "Neoplasms",
+ "Interprofessional Relations",
+ "Interprofessional Education",
+ "Patient Care Team",
+ "Health Personnel",
+ "Cooperative Behavior"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736689",
+ "Labels": [
+ "Diabetes",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Neoplasms",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Longitudinal Studies",
+ "Aged",
+ "Proportional Hazards Models",
+ "Diabetes Mellitus",
+ "Risk Factors",
+ "Cardiometabolic Risk Factors",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39736601",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Adult",
+ "Self Efficacy",
+ "Surveys and Questionnaires",
+ "Latent Class Analysis",
+ "Aged",
+ "Socioeconomic Factors",
+ "Avoidance Learning"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736556",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Information Seeking Behavior",
+ "Early Detection of Cancer",
+ "Qualitative Research",
+ "Neoplasms",
+ "Needs Assessment"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736554",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle East",
+ "Male",
+ "Africa, Northern",
+ "Neoplasms",
+ "Incidence",
+ "Female",
+ "Child",
+ "Adolescent",
+ "Child, Preschool",
+ "Infant",
+ "Health Status Disparities",
+ "Socioeconomic Factors",
+ "Young Adult",
+ "Infant, Newborn"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736368",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Ferroptosis",
+ "Photochemotherapy",
+ "Humans",
+ "Photosensitizing Agents",
+ "Reactive Oxygen Species",
+ "Neoplasms",
+ "Lipid Peroxidation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736217",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Bacteria",
+ "Surface Properties",
+ "Animals",
+ "Biological Products",
+ "Neoplasms",
+ "Biological Therapy",
+ "Biocompatible Materials"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736186",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Spectrum Analysis, Raman",
+ "Humans",
+ "N-Acetylneuraminic Acid",
+ "Biomarkers, Tumor",
+ "Neoplasms",
+ "Animals",
+ "Polysaccharides"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736017",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Mesenchymal Stem Cells",
+ "Neoplasms",
+ "Gene Expression",
+ "Humans",
+ "HeLa Cells",
+ "MCF-7 Cells",
+ "A549 Cells",
+ "Reference Values",
+ "Genes, Essential",
+ "Real-Time Polymerase Chain Reaction"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735992",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cell Line, Tumor",
+ "Transcriptome",
+ "Neoplasms",
+ "Gene Fusion",
+ "Sequence Analysis, RNA",
+ "Gene Expression Profiling",
+ "Oncogene Proteins, Fusion"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735988",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Warburg Effect, Oncologic",
+ "Neoplasms",
+ "Glycolysis",
+ "Animals",
+ "Oxidative Phosphorylation",
+ "Energy Metabolism",
+ "Mitochondria",
+ "Cell Proliferation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735979",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aneuploidy",
+ "Machine Learning",
+ "Neoplasms",
+ "Myristoylated Alanine-Rich C Kinase Substrate",
+ "Membrane Proteins",
+ "Gene Expression Regulation, Neoplastic",
+ "Cell Proliferation",
+ "Cytoskeletal Proteins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735978",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Immunity, Innate",
+ "Tumor-Associated Macrophages",
+ "Neoplasms",
+ "Tumor Microenvironment",
+ "Phenotype",
+ "Animals",
+ "Epigenesis, Genetic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735682",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomarkers, Tumor",
+ "Disease Progression",
+ "Heterogeneous-Nuclear Ribonucleoprotein Group C",
+ "Neoplasms",
+ "Tumor Microenvironment",
+ "Prognosis",
+ "Gene Expression Regulation, Neoplastic",
+ "Liver Neoplasms",
+ "Cell Line, Tumor",
+ "Cell Proliferation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735681",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Nanoparticles",
+ "Drug Delivery Systems",
+ "Tumor Microenvironment",
+ "Antineoplastic Agents",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735536",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "CD28 Antigens",
+ "Mice",
+ "Cell Adhesion Molecules",
+ "Neoplasms",
+ "Lymphocyte Activation",
+ "Cell Line, Tumor",
+ "Immunotherapy, Adoptive",
+ "T-Lymphocytes",
+ "Receptors, Antigen, T-Cell",
+ "Xenograft Model Antitumor Assays",
+ "Female",
+ "Nectins"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735534",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Immunotherapy",
+ "Neoplasms",
+ "Combined Modality Therapy",
+ "Humans",
+ "Ultrasonic Therapy",
+ "Disease Models, Animal"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735533",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Early Detection of Cancer",
+ "Metabolomics",
+ "Male",
+ "Female",
+ "Biomarkers, Tumor",
+ "Middle Aged",
+ "Aged",
+ "Stomach Neoplasms",
+ "Colorectal Neoplasms",
+ "Metabolome",
+ "Adult",
+ "Lung Neoplasms",
+ "Neoplasms"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39734197",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "5-Methylcytosine",
+ "DNA Methylation",
+ "DNA Transposable Elements",
+ "Epigenesis, Genetic",
+ "Nanopore Sequencing",
+ "Nanopores",
+ "Neoplasms",
+ "Sequence Analysis, DNA"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733511",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Protein-Arginine N-Methyltransferases",
+ "Humans",
+ "Enzyme Inhibitors",
+ "Neoplasms",
+ "Antineoplastic Agents",
+ "Molecular Structure",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733440",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Occupational Exposure",
+ "Occupational Diseases",
+ "Carcinogens"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733439",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Antigen Presentation",
+ "Immunotherapy",
+ "Neoplasms",
+ "Antigens, Neoplasm",
+ "Immune Checkpoint Inhibitors",
+ "HLA Antigens"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733429",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Registries",
+ "Female",
+ "Male",
+ "Tunisia",
+ "Neoplasms",
+ "Incidence",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Adolescent",
+ "Young Adult",
+ "Infant, Newborn",
+ "Infant",
+ "Child",
+ "Child, Preschool",
+ "Follow-Up Studies",
+ "Prognosis",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733076",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Mitochondria",
+ "Gene Expression Regulation, Neoplastic",
+ "Biomarkers, Tumor",
+ "Prognosis",
+ "Genomics",
+ "Cell Proliferation",
+ "Kaplan-Meier Estimate"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732961",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomarkers, Tumor",
+ "Transcription Factors",
+ "Proto-Oncogene Proteins c-ets",
+ "Prognosis",
+ "Neoplasms",
+ "Gene Expression Regulation, Neoplastic",
+ "Tumor Microenvironment",
+ "Adenovirus E1A Proteins",
+ "DNA-Binding Proteins",
+ "Kaplan-Meier Estimate",
+ "Gene Expression Profiling"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732661",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Fever of Unknown Origin",
+ "Prospective Studies",
+ "Female",
+ "Male",
+ "China",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Neoplasms",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732529",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Immune Checkpoint Inhibitors",
+ "Neoplasms",
+ "Animals",
+ "Signal Transduction",
+ "Cytokines",
+ "Immunotherapy",
+ "Molecular Targeted Therapy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732497",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Feasibility Studies",
+ "Fear",
+ "Schizophrenia",
+ "Psychotic Disorders",
+ "Neoplasms",
+ "Psychosocial Intervention",
+ "Neoplasm Recurrence, Local",
+ "Research Design"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732363",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "T-Lymphocytes",
+ "Cell Movement",
+ "Immunotherapy, Adoptive",
+ "Tumor Microenvironment",
+ "Receptors, Chimeric Antigen",
+ "Neoplasms",
+ "Microfluidics",
+ "Lab-On-A-Chip Devices",
+ "Cell Line, Tumor"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732216",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Antioxidants",
+ "Flavonoids",
+ "Nanoparticles",
+ "Animals",
+ "Neuroprotective Agents",
+ "Cosmeceuticals",
+ "Neoplasms",
+ "Biological Availability",
+ "Nanoparticle Drug Delivery System",
+ "Antineoplastic Agents",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39732178",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mitochondria",
+ "Neoplasms",
+ "Cytoskeleton",
+ "Animals",
+ "Autophagy",
+ "Apoptosis",
+ "Cell Proliferation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732132",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Animals",
+ "Complement Activation",
+ "Tumor Microenvironment",
+ "Complement C4",
+ "Biomarkers, Tumor",
+ "Immunotherapy",
+ "Complement C4b",
+ "Peptide Fragments"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731918",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomarkers, Tumor",
+ "Immunotherapy",
+ "Tumor Microenvironment",
+ "CD8-Positive T-Lymphocytes",
+ "Leukocytes, Mononuclear",
+ "Male",
+ "Female",
+ "Receptors, Antigen, T-Cell",
+ "Neoplasms",
+ "Middle Aged",
+ "Transcriptome"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731836",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "MicroRNAs",
+ "Hydrogels",
+ "HeLa Cells",
+ "DNA",
+ "Doxorubicin",
+ "PTEN Phosphohydrolase",
+ "Cell Survival",
+ "Neoplasms",
+ "Apoptosis Regulatory Proteins",
+ "RNA-Binding Proteins",
+ "Antineoplastic Agents",
+ "Gene Expression Regulation, Neoplastic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731788",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Antineoplastic Agents",
+ "Peptides",
+ "Animals",
+ "Drug Development",
+ "Molecular Structure"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731736",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Algorithms",
+ "Neoplasms",
+ "Genomics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731651",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Quality of Life",
+ "Female",
+ "Male",
+ "Hydrocortisone",
+ "Qigong",
+ "Middle Aged",
+ "Neoplasms",
+ "Aged",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731471",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Endoplasmic Reticulum Chaperone BiP",
+ "Single-Domain Antibodies",
+ "Recombinant Fusion Proteins",
+ "Immunotoxins",
+ "Apoptosis",
+ "Exotoxins",
+ "Animals",
+ "Heat-Shock Proteins",
+ "Cell Line, Tumor",
+ "Camelus",
+ "Breast Neoplasms",
+ "Female",
+ "ADP Ribose Transferases",
+ "Bacterial Toxins",
+ "HEK293 Cells",
+ "Pseudomonas aeruginosa Exotoxin A",
+ "Neoplasms",
+ "MCF-7 Cells",
+ "Virulence Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731178",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Organoids",
+ "Neoplasms",
+ "Tumor Microenvironment",
+ "Precision Medicine",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731135",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Immune Checkpoint Inhibitors",
+ "Neoplasms",
+ "Mutation",
+ "Tumor Microenvironment",
+ "Histone Demethylases",
+ "Biomarkers, Tumor",
+ "Prognosis",
+ "Immunotherapy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731127",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "RNA Editing",
+ "Neoplasms",
+ "Inosine",
+ "Adenosine",
+ "Animals",
+ "Gene Expression Regulation, Neoplastic",
+ "Adenosine Deaminase",
+ "Biomarkers, Tumor",
+ "MicroRNAs"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731088",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Retrospective Studies",
+ "Palliative Care",
+ "Aged",
+ "Middle Aged",
+ "Neoplasms",
+ "Terminal Care",
+ "Aged, 80 and over",
+ "Finland",
+ "Hospital Costs",
+ "Ambulatory Care Facilities",
+ "Registries",
+ "Adult",
+ "Ambulatory Care"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731068",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Nutrition Surveys",
+ "Neoplasms",
+ "Adult",
+ "Aged",
+ "Triglycerides",
+ "Cause of Death",
+ "Waist Circumference",
+ "Cholesterol, HDL",
+ "Proportional Hazards Models",
+ "Kaplan-Meier Estimate",
+ "Body Mass Index",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39731019",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Algorithms",
+ "Deep Learning",
+ "Gene Expression Profiling",
+ "Computational Biology",
+ "Databases, Genetic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730977",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Copper",
+ "Humans",
+ "Metal Nanoparticles",
+ "Green Chemistry Technology",
+ "Neoplasms",
+ "Antineoplastic Agents",
+ "Drug Resistance, Neoplasm"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730928",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Doxorubicin",
+ "Animals",
+ "Mice",
+ "Humans",
+ "Cell Line, Tumor",
+ "Immunotherapy",
+ "Neoplasms",
+ "Drug Delivery Systems",
+ "Nanoparticles",
+ "Tumor Microenvironment",
+ "Biomimetics",
+ "Imiquimod",
+ "Serotonin",
+ "Antineoplastic Agents",
+ "Combined Modality Therapy",
+ "Mice, Inbred BALB C"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730772",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cancer Survivors",
+ "Female",
+ "Male",
+ "Adult",
+ "Middle Aged",
+ "Return to Work",
+ "Social Stigma",
+ "Social Support",
+ "Adolescent",
+ "Young Adult",
+ "Adaptation, Psychological",
+ "Health Literacy",
+ "Neoplasms",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730706",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Denmark",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Cohort Studies",
+ "Environmental Pollution",
+ "Young Adult",
+ "Child, Preschool",
+ "Infant, Newborn",
+ "Environmental Exposure",
+ "Adolescent",
+ "Child",
+ "Infant",
+ "Aged, 80 and over",
+ "Neoplasms",
+ "Cause of Death"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730699",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Machine Learning",
+ "Antineoplastic Agents",
+ "Precision Medicine",
+ "Neoplasms",
+ "Cell Line, Tumor"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730637",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Aged",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "China",
+ "Drug-Related Side Effects and Adverse Reactions",
+ "East Asian People",
+ "Immune Checkpoint Inhibitors",
+ "Neoplasms",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730328",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Gastrointestinal Microbiome",
+ "Mice",
+ "Immunotherapy",
+ "Humans",
+ "Immune Checkpoint Inhibitors",
+ "Female",
+ "Fimbriae Proteins",
+ "Programmed Cell Death 1 Receptor",
+ "Neoplasms",
+ "Mice, Inbred C57BL",
+ "Bacteria",
+ "Cell Line, Tumor",
+ "Male"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730320",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cancer Survivors",
+ "Social Support",
+ "Neoplasms",
+ "Qualitative Research",
+ "Social Adjustment",
+ "Social Interaction"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730153",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Social Support",
+ "Aged",
+ "COVID-19",
+ "SARS-CoV-2",
+ "Online Social Networking",
+ "Research Design",
+ "Scoping Reviews As Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729927",
+ "Labels": [
+ "Cancer",
+ "Chronic respiratory disease"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "CD4-Positive T-Lymphocytes",
+ "Neoplasms",
+ "Machine Learning",
+ "Digestive System Diseases",
+ "Metabolic Diseases",
+ "Respiratory Tract Diseases",
+ "Gene Expression Profiling",
+ "Respiration Disorders"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39729909",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Reactive Oxygen Species",
+ "Humans",
+ "Neoplasms",
+ "Magnetic Fields",
+ "Animals",
+ "Mitochondria",
+ "Electromagnetic Fields"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729775",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Granulocyte-Macrophage Colony-Stimulating Factor",
+ "Animals",
+ "RNA, Small Interfering",
+ "Immunotherapy",
+ "Mice",
+ "Macrophages",
+ "Cellular Reprogramming",
+ "Mice, Inbred C57BL",
+ "Neoplasms",
+ "Tumor Microenvironment",
+ "Cell Line, Tumor",
+ "Humans",
+ "Tumor-Associated Macrophages",
+ "Female",
+ "RAW 264.7 Cells"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729479",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Single-Cell Analysis",
+ "Lymphocytes, Tumor-Infiltrating",
+ "Neoplasms",
+ "RNA-Seq",
+ "T-Lymphocytes, Regulatory",
+ "Transcriptome",
+ "Gene Expression Profiling",
+ "Protein Interaction Maps",
+ "Sequence Analysis, RNA",
+ "Gene Regulatory Networks",
+ "Gene Expression Regulation, Neoplastic",
+ "Single-Cell Gene Expression Analysis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729462",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Maytansine",
+ "Immunoconjugates",
+ "Antibodies, Monoclonal, Humanized",
+ "Neoplasms",
+ "Female",
+ "Folate Receptor 1",
+ "Progression-Free Survival"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729341",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Animals",
+ "Mice",
+ "Neoplasms",
+ "Drug Carriers",
+ "Cell Line, Tumor",
+ "Macromolecular Substances",
+ "Protein Binding",
+ "Drug Delivery Systems"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729330",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Peripheral Nervous System Diseases",
+ "Child",
+ "Neoplasms",
+ "Gait Disorders, Neurologic",
+ "Antineoplastic Agents",
+ "Gait",
+ "Range of Motion, Articular",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729314",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Radiation Oncology",
+ "Radiologists",
+ "Peer Review",
+ "Peer Review, Health Care",
+ "Neoplasms"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727835",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Biosensing Techniques",
+ "Humans",
+ "Drug Discovery",
+ "Neoplasms",
+ "Antineoplastic Agents",
+ "Fluorescence",
+ "Fluorescence Resonance Energy Transfer",
+ "Signal Transduction",
+ "Luminescent Measurements",
+ "Pentacyclic Triterpenes"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727719",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neutropenia",
+ "Antineoplastic Agents",
+ "Anemia",
+ "Thrombocytopenia",
+ "Neoplasms",
+ "Intercellular Signaling Peptides and Proteins",
+ "Granulocyte Colony-Stimulating Factor",
+ "Receptors, Thrombopoietin",
+ "Cytopenia"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727703",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Saudi Arabia",
+ "Early Detection of Cancer",
+ "Female",
+ "Male",
+ "Aged",
+ "Middle Aged",
+ "Neoplasms",
+ "Oncology Nursing",
+ "Health Services Accessibility",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727701",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aged",
+ "Male",
+ "Female",
+ "Frailty",
+ "Neoplasms",
+ "Retrospective Studies",
+ "Aged, 80 and over",
+ "Prognosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727700",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Peripheral Nervous System Diseases",
+ "Neoplasms",
+ "Patient Reported Outcome Measures",
+ "Psychometrics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727690",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Artificial Intelligence",
+ "Empathy",
+ "Neoplasms",
+ "Nurse-Patient Relations",
+ "Oncology Nursing",
+ "Qualitative Research"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727688",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aged",
+ "Neoplasms",
+ "Cross-Sectional Studies",
+ "Male",
+ "Female",
+ "Malnutrition",
+ "Aged, 80 and over",
+ "Nutritional Status",
+ "Surveys and Questionnaires",
+ "Nutrition Assessment",
+ "Diet",
+ "Symptom Burden"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727686",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Exercise",
+ "Exercise Therapy",
+ "Neoplasms",
+ "Quality of Life",
+ "Randomized Controlled Trials as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727684",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Methadone",
+ "Neuralgia",
+ "Cancer Pain",
+ "Analgesics, Opioid",
+ "Neoplasms",
+ "Quality of Life"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727683",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Cancer Survivors",
+ "Male",
+ "Adult",
+ "Adolescent",
+ "Neoplasms",
+ "Young Adult",
+ "Fertility",
+ "Cohort Studies",
+ "Surveys and Questionnaires",
+ "Canada",
+ "Cross-Sectional Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727682",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Health Literacy",
+ "Fear",
+ "Neoplasms",
+ "Neoplasm Recurrence, Local",
+ "Disease Progression"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727182",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Patents as Topic",
+ "Ataxia Telangiectasia Mutated Proteins",
+ "Neoplasms",
+ "Antineoplastic Agents",
+ "Animals",
+ "Protein Kinase Inhibitors",
+ "Drug Development",
+ "Molecular Targeted Therapy",
+ "DNA Breaks, Double-Stranded"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726750",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Cerebral Hemorrhage",
+ "Retrospective Studies",
+ "Middle Aged",
+ "Propensity Score",
+ "Risk Factors",
+ "Neoplasms",
+ "Aged",
+ "Prognosis",
+ "Neutrophils",
+ "Hemoglobins",
+ "China",
+ "ROC Curve"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726590",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "Cell Movement",
+ "Immunotherapy",
+ "Mesenchymal Stem Cell Transplantation",
+ "Mesenchymal Stem Cells",
+ "Neoplasms",
+ "Tumor Microenvironment"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726589",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Bibliometrics",
+ "Methylation",
+ "Tumor Microenvironment",
+ "RNA",
+ "Lymphocytes, Tumor-Infiltrating",
+ "Animals",
+ "RNA Methylation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726379",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Tumor Microenvironment",
+ "Antineoplastic Agents",
+ "Lipid Metabolism",
+ "Neoplasms",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726369",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Reactive Oxygen Species",
+ "Glutathione",
+ "Photochemotherapy",
+ "Animals",
+ "Tumor Microenvironment",
+ "Nanostructures",
+ "Antineoplastic Agents",
+ "Photosensitizing Agents",
+ "Antioxidants",
+ "Immunotherapy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726308",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Connective Tissue Diseases",
+ "Vasculitis",
+ "Immunologic Factors",
+ "Immunomodulating Agents"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726258",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Vaccinia virus",
+ "Humans",
+ "Animals",
+ "Cell Line, Tumor",
+ "Mice",
+ "Mice, Nude",
+ "Virus Replication",
+ "Oncolytic Viruses",
+ "Oncolytic Virotherapy",
+ "RNA-Binding Proteins",
+ "Neoplasms",
+ "Xenograft Model Antitumor Assays",
+ "Female"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726235",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Neoplasms",
+ "Aged",
+ "Healthy Volunteers",
+ "Protein Kinase Inhibitors",
+ "Young Adult",
+ "Models, Biological",
+ "Aged, 80 and over",
+ "Carcinoma, Non-Small-Cell Lung"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726139",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Retrospective Studies",
+ "Female",
+ "Male",
+ "Japan",
+ "Middle Aged",
+ "Exercise",
+ "Smartphone",
+ "Databases, Factual",
+ "Aged",
+ "Adult",
+ "Cohort Studies",
+ "East Asian People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39726004",
+ "Labels": [
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Taiwan",
+ "Qualitative Research",
+ "Guideline Adherence",
+ "Practice Guidelines as Topic",
+ "Neoplasms",
+ "Quality of Health Care",
+ "Case Managers",
+ "Medical Oncology",
+ "Interviews as Topic",
+ "Male"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738181",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Hypertension",
+ "Machine Learning",
+ "Male",
+ "Adult",
+ "Middle Aged",
+ "Female",
+ "Iran",
+ "Risk Assessment",
+ "Internet",
+ "Occupational Health",
+ "Miners",
+ "Mining",
+ "Risk Factors",
+ "Occupational Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39738021",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Dust",
+ "Humans",
+ "Hospitalization",
+ "Free Radicals",
+ "Air Pollutants",
+ "Oxidative Stress",
+ "Particulate Matter",
+ "China",
+ "Environmental Exposure",
+ "Beijing",
+ "Sand",
+ "Respiratory Tract Diseases",
+ "Oxidation-Reduction",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39738016",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Gastrointestinal Microbiome",
+ "Male",
+ "Glutamine",
+ "Cardiovascular Diseases",
+ "Mice",
+ "Humans",
+ "Mice, Inbred C57BL",
+ "Myocytes, Cardiac",
+ "Ethanol",
+ "Oxidative Stress",
+ "Fecal Microbiota Transplantation",
+ "Alcoholism",
+ "Disease Models, Animal",
+ "Female",
+ "Glutamates",
+ "Endothelial Cells",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736858",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Cardiovascular Diseases",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Nutrition Surveys",
+ "Adult",
+ "Oxidative Stress",
+ "United States",
+ "Aged",
+ "Life Style",
+ "Diet",
+ "Risk Factors",
+ "Follow-Up Studies",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39736721",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sarcopenia",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Prospective Studies",
+ "Cardiovascular Diseases",
+ "Incidence",
+ "Aged",
+ "China",
+ "Longitudinal Studies",
+ "Risk Factors",
+ "Proportional Hazards Models"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736689",
+ "Labels": [
+ "Diabetes",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Neoplasms",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Longitudinal Studies",
+ "Aged",
+ "Proportional Hazards Models",
+ "Diabetes Mellitus",
+ "Risk Factors",
+ "Cardiometabolic Risk Factors",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39736563",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Cholesterol, HDL",
+ "Retrospective Studies",
+ "C-Reactive Protein",
+ "Biomarkers",
+ "Cardiovascular Diseases",
+ "Risk Assessment",
+ "Adult",
+ "Predictive Value of Tests",
+ "Time Factors",
+ "Nutrition Surveys",
+ "Cause of Death",
+ "Prognosis",
+ "United States",
+ "Risk Factors",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736401",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Aged",
+ "Depression",
+ "Longitudinal Studies",
+ "Social Support",
+ "Cognition",
+ "Risk Factors",
+ "Anxiety"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736180",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Food, Fortified",
+ "Fatty Acids, Omega-3",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39736025",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Rabbits",
+ "Male",
+ "Hypothyroidism",
+ "Female",
+ "Retrospective Studies",
+ "Thyroxine",
+ "Cardiovascular Diseases",
+ "Echocardiography"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735642",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Leukocytes",
+ "Liver Diseases, Alcoholic",
+ "Telomere",
+ "Adult",
+ "Nutrition Surveys",
+ "Prognosis",
+ "Telomere Homeostasis",
+ "Aged",
+ "Risk Factors",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735545",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Single-Chain Antibodies",
+ "Animals",
+ "Theranostic Nanomedicine",
+ "Precision Medicine"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735488",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Hypothyroidism",
+ "Hyperthyroidism",
+ "Thyroid Diseases",
+ "Thyroid Gland",
+ "Thyroid Hormones"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39735485",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Comorbidity",
+ "Nervous System Diseases",
+ "Cardiovascular Diseases",
+ "Parkinson Disease",
+ "Risk Factors",
+ "Multiple Sclerosis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733208",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Child",
+ "Female",
+ "Male",
+ "Cross-Sectional Studies",
+ "Apolipoproteins B",
+ "Cholesterol",
+ "Brazil",
+ "Genetic Predisposition to Disease",
+ "Risk Factors",
+ "Cardiovascular Diseases",
+ "Dyslipidemias",
+ "Apolipoprotein B-100",
+ "Polymorphism, Genetic",
+ "Alleles",
+ "Polymorphism, Single Nucleotide"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733181",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Air Pollution",
+ "Air Pollutants",
+ "Iran",
+ "Meteorological Concepts",
+ "Particulate Matter",
+ "Seasons",
+ "Sulfur Dioxide",
+ "Climate Change",
+ "Weather",
+ "Random Forest"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733164",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Cardiovascular Diseases",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Incidence",
+ "SARS-CoV-2",
+ "Urban Population",
+ "Adult",
+ "New York City",
+ "Risk Factors",
+ "Hospitalization",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733154",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Triglycerides",
+ "Arthritis",
+ "Blood Glucose",
+ "Nutrition Surveys",
+ "Risk Factors",
+ "Adult",
+ "Aged",
+ "Proportional Hazards Models"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733150",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Ethiopia",
+ "Humans",
+ "Cardiovascular Diseases",
+ "Drugs, Essential",
+ "Cross-Sectional Studies",
+ "Health Services Accessibility",
+ "Drugs, Generic",
+ "Drug Costs"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39733137",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Manganese",
+ "Cardiovascular Diseases",
+ "Adult",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "United States",
+ "Cross-Sectional Studies",
+ "Nutrition Surveys",
+ "Aged",
+ "Young Adult",
+ "Risk Factors",
+ "Bayes Theorem"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732966",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Dyslipidemias",
+ "Humans",
+ "Turkey",
+ "Delphi Technique",
+ "Hydroxymethylglutaryl-CoA Reductase Inhibitors",
+ "Cholesterol, LDL",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "PCSK9 Inhibitors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732729",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "Adipokines",
+ "Adipose Tissue",
+ "Adiposity",
+ "Cardiovascular Diseases",
+ "Diabetes Mellitus",
+ "Inflammation Mediators",
+ "Obesity",
+ "Signal Transduction"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39732498",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sedentary Behavior",
+ "Young Adult",
+ "Longitudinal Studies",
+ "Male",
+ "Adolescent",
+ "Female",
+ "Cardiovascular Diseases",
+ "Universities",
+ "Cardiometabolic Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732415",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Troponin T",
+ "Aged",
+ "Male",
+ "Female",
+ "Follow-Up Studies",
+ "Natriuretic Peptide, Brain",
+ "Cardiovascular Diseases",
+ "Aged, 80 and over",
+ "Biomarkers",
+ "Peptide Fragments"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39732216",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Antioxidants",
+ "Flavonoids",
+ "Nanoparticles",
+ "Animals",
+ "Neuroprotective Agents",
+ "Cosmeceuticals",
+ "Neoplasms",
+ "Biological Availability",
+ "Nanoparticle Drug Delivery System",
+ "Antineoplastic Agents",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39731858",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Myocardial Ischemia",
+ "Wearable Electronic Devices",
+ "Randomized Controlled Trials as Topic",
+ "Myocardial Infarction",
+ "Hospitalization",
+ "Cardiovascular Diseases",
+ "Stroke"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731821",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biosensing Techniques",
+ "Biomarkers",
+ "Cardiovascular Diseases",
+ "Saliva",
+ "Lab-On-A-Chip Devices",
+ "Immunoassay",
+ "Interleukin-6",
+ "C-Reactive Protein",
+ "Equipment Design",
+ "Procalcitonin",
+ "Limit of Detection"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731110",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Bacteria",
+ "Biomarkers",
+ "Blood Glucose",
+ "Cardiometabolic Risk Factors",
+ "Cardiovascular Diseases",
+ "China",
+ "Cholesterol, HDL",
+ "Cholesterol, LDL",
+ "Cohort Studies",
+ "East Asian People",
+ "Feces",
+ "Gastrointestinal Microbiome",
+ "Indoleacetic Acids",
+ "Indoles",
+ "Propionates",
+ "Triglycerides"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39731068",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Nutrition Surveys",
+ "Neoplasms",
+ "Adult",
+ "Aged",
+ "Triglycerides",
+ "Cause of Death",
+ "Waist Circumference",
+ "Cholesterol, HDL",
+ "Proportional Hazards Models",
+ "Kaplan-Meier Estimate",
+ "Body Mass Index",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39731058",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "United States",
+ "Middle Aged",
+ "Depression",
+ "Adult",
+ "Nutrition Surveys",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Severity of Illness Index"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730958",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Triglycerides",
+ "Female",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Blood Glucose",
+ "Aged",
+ "Retrospective Studies",
+ "Cross-Sectional Studies",
+ "Atherosclerosis",
+ "China",
+ "Risk Factors",
+ "Longitudinal Studies",
+ "Biomarkers"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730871",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cerebrovascular Disorders",
+ "Cardiovascular Diseases",
+ "Cardiometabolic Risk Factors",
+ "Genome-Wide Association Study",
+ "Genetic Predisposition to Disease",
+ "Polymorphism, Single Nucleotide",
+ "Carotid Intima-Media Thickness",
+ "Genetic Pleiotropy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730843",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Electrocardiography",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Smoking",
+ "Adult",
+ "Cotinine",
+ "Arrhythmias, Cardiac",
+ "Nutrition Surveys",
+ "Risk Factors",
+ "Aged",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730815",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Chile",
+ "Male",
+ "Female",
+ "Exercise",
+ "Adult",
+ "Middle Aged",
+ "Depression",
+ "Cardiometabolic Risk Factors",
+ "Obesity",
+ "Prevalence",
+ "Overweight",
+ "Risk Factors",
+ "Aged",
+ "Young Adult",
+ "Cardiovascular Diseases",
+ "Waist Circumference",
+ "Cross-Sectional Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730723",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Kidney Calculi",
+ "Male",
+ "Female",
+ "Cross-Sectional Studies",
+ "Middle Aged",
+ "Adult",
+ "Diabetes Mellitus",
+ "Nutrition Surveys",
+ "Risk Factors",
+ "Aged",
+ "Cardiovascular Diseases",
+ "United States",
+ "Incidence",
+ "Logistic Models"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39730493",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Male",
+ "Heart Rate",
+ "Female",
+ "Middle Aged",
+ "Autonomic Nervous System",
+ "Aged",
+ "Adult",
+ "Cardiovascular Diseases",
+ "Electrocardiography",
+ "SARS-CoV-2",
+ "Body Mass Index"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39730152",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Bangladesh",
+ "Cross-Sectional Studies",
+ "Dyslipidemias",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Adult",
+ "Diet",
+ "Aged, 80 and over",
+ "Logistic Models",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729514",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Tobacco Smoke Pollution",
+ "Global Burden of Disease",
+ "Male",
+ "Female",
+ "Disability-Adjusted Life Years",
+ "Middle Aged",
+ "Global Health",
+ "Adult",
+ "Aged",
+ "Quality-Adjusted Life Years"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729492",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Adult",
+ "United States",
+ "Nutrition Surveys",
+ "Bayes Theorem",
+ "Environmental Exposure",
+ "Metals",
+ "Aged",
+ "Proportional Hazards Models",
+ "Cause of Death",
+ "Lead"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39729424",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Polymorphism, Single Nucleotide",
+ "Genome-Wide Association Study",
+ "Male",
+ "Female",
+ "Phenotype",
+ "Norway",
+ "Genetic Predisposition to Disease",
+ "Cardiovascular Diseases",
+ "Phenomics",
+ "Middle Aged",
+ "Linkage Disequilibrium",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727377",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Retrospective Studies",
+ "Middle Aged",
+ "Blood Pressure",
+ "Renal Dialysis",
+ "Crystalloid Solutions",
+ "Osmotic Pressure",
+ "Aged",
+ "Kidney Failure, Chronic",
+ "Cardiovascular Diseases",
+ "Risk Factors",
+ "Adult",
+ "ROC Curve"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39727210",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Adult",
+ "Female",
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Autonomic Nervous System",
+ "Autonomic Nervous System Diseases",
+ "Biomarkers",
+ "Cardiovascular Diseases",
+ "Cardiovascular System",
+ "Cross-Sectional Studies",
+ "Diabetes Mellitus, Type 1",
+ "Diabetic Neuropathies",
+ "Heart Rate",
+ "Inflammation",
+ "Inflammation Mediators",
+ "Receptors, Urokinase Plasminogen Activator"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39726401",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glycogen Synthase Kinase 3 beta",
+ "Cardiovascular Diseases",
+ "Wnt Signaling Pathway",
+ "Animals",
+ "Adipose Tissue",
+ "beta Catenin",
+ "Metabolic Syndrome",
+ "Metabolic Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39725874",
+ "Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Uric Acid",
+ "Nutrition Surveys",
+ "Cholesterol, HDL",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Diabetes Mellitus",
+ "Biomarkers",
+ "Risk Assessment",
+ "Cause of Death",
+ "United States",
+ "Time Factors",
+ "Adult",
+ "Longitudinal Studies",
+ "Prognosis",
+ "Aged",
+ "Sex Factors",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39725697",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Klotho Proteins",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "United States",
+ "Prospective Studies",
+ "Adult",
+ "Nutrition Surveys",
+ "Aged",
+ "Cause of Death",
+ "Depression",
+ "Proportional Hazards Models",
+ "Mortality",
+ "Depressive Disorder"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39725339",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "beta Catenin",
+ "Cardiovascular Diseases",
+ "Receptors, Notch",
+ "Wnt Signaling Pathway"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39724625",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Chernobyl Nuclear Accident",
+ "Male",
+ "Ukraine",
+ "Middle Aged",
+ "Emergency Responders",
+ "Adult",
+ "Military Personnel",
+ "Electrocardiography",
+ "Radiation Exposure",
+ "Occupational Exposure",
+ "Hypertension",
+ "Echocardiography",
+ "Cardiovascular System",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39724617",
+ "Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Chernobyl Nuclear Accident",
+ "Male",
+ "Adult",
+ "Occupational Exposure",
+ "Middle Aged",
+ "Ukraine",
+ "Radiation Exposure",
+ "Radiation Dosage",
+ "Occupational Diseases",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Gamma Rays",
+ "Radiation Injuries",
+ "Risk Assessment",
+ "Cerebrovascular Disorders",
+ "Myocardial Infarction",
+ "Respiratory Tract Diseases",
+ "Digestive System Diseases",
+ "Emergency Responders",
+ "Adolescent",
+ "Cardiomyopathies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39724119",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mental Disorders",
+ "Male",
+ "Adult",
+ "Female",
+ "Middle Aged",
+ "Schizophrenia",
+ "Mass Screening",
+ "Healthy Lifestyle",
+ "Occupational Therapy",
+ "Cardiovascular Diseases",
+ "Pilot Projects",
+ "Risk Factors",
+ "Physical Therapy Modalities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39723980",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Delphi Technique",
+ "Fatty Liver",
+ "Mass Screening",
+ "Metabolic Syndrome",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39723782",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Risk Factors",
+ "SARS-CoV-2",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39723699",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Gastrointestinal Microbiome",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Obesity",
+ "Cohort Studies",
+ "Cardiovascular Diseases",
+ "China",
+ "Body Mass Index",
+ "Adult",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39722803",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Testosterone",
+ "Cross-Sectional Studies",
+ "Adult",
+ "Middle Aged",
+ "Triglycerides",
+ "Nutrition Surveys",
+ "Insulin Resistance",
+ "Cholesterol, HDL",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Cardiometabolic Risk Factors",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39722158",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Comorbidity",
+ "Kidney Diseases",
+ "Masked Hypertension",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39721760",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pulmonary Disease, Chronic Obstructive",
+ "Male",
+ "Female",
+ "Aged",
+ "Administration, Inhalation",
+ "Bronchodilator Agents",
+ "Cardiovascular Diseases",
+ "England",
+ "Adrenal Cortex Hormones",
+ "Middle Aged",
+ "Heart Failure",
+ "Acute Coronary Syndrome"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39721361",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Sleep Apnea, Obstructive",
+ "Humans",
+ "Cardiovascular Diseases",
+ "China",
+ "Consensus",
+ "Risk Factors",
+ "Delphi Technique",
+ "East Asian People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39720249",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Male",
+ "Female",
+ "Diabetes Mellitus, Type 2",
+ "Middle Aged",
+ "Blood Glucose",
+ "Glycemic Control",
+ "Cohort Studies",
+ "Aged",
+ "Follow-Up Studies",
+ "Risk Factors",
+ "Hypoglycemic Agents",
+ "Adult",
+ "Cause of Death",
+ "China"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39719690",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Neoplasms",
+ "Cardiovascular Diseases",
+ "Prognosis",
+ "Risk Factors",
+ "Antineoplastic Agents"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719674",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Regenerative Medicine",
+ "Myocytes, Cardiac",
+ "Carbon",
+ "Cell Differentiation",
+ "Animals",
+ "Quantum Dots",
+ "Pluripotent Stem Cells",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719571",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Nutrition Surveys",
+ "Adult",
+ "United States",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Risk Factors",
+ "Young Adult",
+ "Incidence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719456",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mendelian Randomization Analysis",
+ "Neoplasms",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Cross-Sectional Studies",
+ "Middle Aged",
+ "Risk Factors",
+ "Aged",
+ "Nutrition Surveys",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719431",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Asian",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "United States",
+ "Prevalence",
+ "Adult",
+ "Aged",
+ "Sleep",
+ "Time Factors",
+ "Risk Factors",
+ "Risk Assessment",
+ "Cross-Sectional Studies",
+ "Health Surveys",
+ "Sleep Duration"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719421",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hyperkalemia",
+ "Male",
+ "Renal Insufficiency, Chronic",
+ "Female",
+ "Aged",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Risk Assessment",
+ "Risk Factors",
+ "Potassium",
+ "Aged, 80 and over",
+ "Arrhythmias, Cardiac",
+ "Retrospective Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719405",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Adult",
+ "Nutrition Surveys",
+ "Chronic Disease",
+ "United States",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Health Status",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39719315",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Kidney Neoplasms",
+ "Male",
+ "Nephrectomy",
+ "Female",
+ "Middle Aged",
+ "Propensity Score",
+ "Aged",
+ "Retrospective Studies",
+ "Cardiovascular Diseases",
+ "Risk Factors",
+ "Carcinoma, Renal Cell"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39719183",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Non-alcoholic Fatty Liver Disease",
+ "Blood Glucose",
+ "Retrospective Studies",
+ "Glucose Tolerance Test",
+ "Adult",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Risk Factors",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39719182",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Chitinase-3-Like Protein 1",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Denmark",
+ "Cardiovascular Diseases",
+ "Biomarkers",
+ "Cohort Studies",
+ "C-Reactive Protein"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39718412",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Tea",
+ "Cerebrovascular Disorders",
+ "Cardiovascular Diseases",
+ "China",
+ "Aged, 80 and over",
+ "Longitudinal Studies",
+ "Proportional Hazards Models",
+ "Longevity",
+ "Mortality",
+ "Middle Aged",
+ "East Asian People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39717954",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hyperuricemia",
+ "Uric Acid",
+ "Renal Insufficiency, Chronic",
+ "Kidney",
+ "Animals",
+ "Obesity",
+ "Diabetes Mellitus, Type 2",
+ "Cardiovascular Diseases",
+ "Gout"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39717783",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Animals",
+ "Humans",
+ "Cardiovascular Diseases",
+ "Heart Disease Risk Factors",
+ "Periodontitis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39717036",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Sweden",
+ "Middle Aged",
+ "Female",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Aged, 80 and over",
+ "Incidence",
+ "Surveys and Questionnaires",
+ "Risk Factors",
+ "Sugar-Sweetened Beverages",
+ "Diet",
+ "Dietary Sugars"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39717032",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Obesity",
+ "Middle Aged",
+ "Adult",
+ "Retrospective Studies",
+ "Neoplasms",
+ "Nutrition Surveys",
+ "Cardiovascular Diseases",
+ "Phenotype",
+ "Proportional Hazards Models",
+ "Risk Factors",
+ "Cause of Death",
+ "Aged",
+ "Age Factors",
+ "Body Mass Index",
+ "Kaplan-Meier Estimate"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39716258",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biomarkers",
+ "Blood Glucose",
+ "Cardiovascular Diseases",
+ "Cross-Sectional Studies",
+ "Diabetes Mellitus, Type 2",
+ "Insulin Resistance",
+ "Metabolic Syndrome",
+ "Triglycerides"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39715781",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Prospective Studies",
+ "Risk Factors",
+ "Adult",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Fatty Liver",
+ "Cause of Death",
+ "Metabolic Diseases",
+ "Nutrition Surveys"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39715477",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Aged",
+ "Ischemic Attack, Transient",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Netherlands",
+ "Cohort Studies",
+ "Risk Factors",
+ "Aged, 80 and over",
+ "Stroke"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39715341",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Glucagon-Like Peptide 1",
+ "Animals",
+ "Female",
+ "Male",
+ "Sex Characteristics",
+ "Obesity",
+ "Glucagon-Like Peptides",
+ "Hypoglycemic Agents",
+ "Sex Factors",
+ "Cardiovascular Diseases",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39714500",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Hyperkalemia",
+ "Potassium",
+ "Risk Factors",
+ "Cardiovascular Diseases",
+ "Electrocardiography"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39714498",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Patient Care Team",
+ "Chronic Disease",
+ "Italy",
+ "Multimorbidity",
+ "Telemedicine",
+ "Cardiology"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39714021",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Exercise",
+ "Life Style",
+ "Metabolic Syndrome",
+ "Primary Health Care",
+ "Risk Factors",
+ "Weight Loss"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39713140",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Ferroptosis",
+ "Humans",
+ "Neoplasms",
+ "Lipid Peroxidation",
+ "Reperfusion Injury",
+ "Cardiovascular Diseases",
+ "Inflammatory Bowel Diseases",
+ "Alzheimer Disease",
+ "Iron",
+ "Acute Kidney Injury",
+ "Stroke",
+ "Animals"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39712314",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Incidence",
+ "Microclimate",
+ "China",
+ "Cerebrovascular Disorders",
+ "Meteorological Concepts",
+ "Temperature",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39711839",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "South Africa",
+ "Tertiary Care Centers",
+ "Retrospective Studies",
+ "Adult",
+ "Male",
+ "Middle Aged",
+ "Magnetic Resonance Imaging",
+ "Young Adult",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Adolescent",
+ "Hospitals, Public",
+ "Contrast Media",
+ "Aged, 80 and over",
+ "Heart Diseases",
+ "Child",
+ "Child, Preschool",
+ "Medical Audit"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710789",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Gastrointestinal Microbiome",
+ "Neovascularization, Pathologic",
+ "Neoplasms",
+ "Inflammation",
+ "Cardiovascular Diseases",
+ "Animals",
+ "Neurodegenerative Diseases",
+ "Angiogenesis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39710702",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Ferroptosis",
+ "Humans",
+ "Neurodegenerative Diseases",
+ "Cardiovascular Diseases",
+ "Neoplasms",
+ "Animals",
+ "Molecular Targeted Therapy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39710576",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Gastrointestinal Microbiome",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Cross-Over Studies",
+ "Inflammation",
+ "Endotoxemia",
+ "Cardiovascular Diseases",
+ "Cardiometabolic Risk Factors",
+ "Diet",
+ "Polyphenols",
+ "Edible Grain",
+ "Feces",
+ "Bacteria",
+ "Fatty Acids, Omega-3",
+ "Dietary Fiber",
+ "Intestines"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39710465",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Hypersensitivity",
+ "Incidence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709856",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Male",
+ "Female",
+ "China",
+ "Middle Aged",
+ "Ambulances",
+ "Aged",
+ "Adult",
+ "Emergency Medical Dispatch",
+ "Temperature",
+ "Incidence",
+ "Adolescent",
+ "Child"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709670",
+ "Labels": [
+ "Cancer",
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Immune Checkpoint Inhibitors",
+ "Retrospective Studies",
+ "Neoplasms",
+ "Aged",
+ "Middle Aged",
+ "Cardiovascular Diseases",
+ "Glucagon-Like Peptide 1",
+ "Diabetes Mellitus, Type 2"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes type 1",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 3,
+ 1
+ ],
+ [
+ 0,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39709650",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Cardiovascular Diseases",
+ "Energy Metabolism",
+ "Lipid Metabolism",
+ "Signal Transduction",
+ "Stearic Acids",
+ "Stearoyl-CoA Desaturase"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709627",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Drug Therapy, Combination",
+ "Hyperlipidemias",
+ "Hypolipidemic Agents",
+ "Hydroxymethylglutaryl-CoA Reductase Inhibitors",
+ "Cardiovascular Diseases",
+ "Cholesterol, LDL",
+ "Animals",
+ "Triglycerides"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709554",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Feces",
+ "Gastrointestinal Microbiome",
+ "Male",
+ "Female",
+ "Proteomics",
+ "Middle Aged",
+ "Heart Failure",
+ "Cardiovascular Diseases",
+ "Aged",
+ "Adult",
+ "Proteome",
+ "Bacteria",
+ "Risk Factors",
+ "Diet"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709470",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 1"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Genetic Predisposition to Disease",
+ "Diabetic Nephropathies",
+ "Diabetes Mellitus, Type 1",
+ "Peptidyl-Dipeptidase A",
+ "Cardiovascular Diseases",
+ "Phenotype",
+ "Genome-Wide Association Study",
+ "Risk Factors",
+ "Polymorphism, Genetic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": true,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 1",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39709437",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Diabetes Mellitus, Type 2",
+ "Female",
+ "Male",
+ "Prospective Studies",
+ "Middle Aged",
+ "Risk Assessment",
+ "Aged",
+ "Time Factors",
+ "Potassium, Dietary",
+ "Cardiovascular Diseases",
+ "Reproducibility of Results",
+ "Prognosis",
+ "Biomarkers",
+ "Risk Factors",
+ "Protective Factors",
+ "Albuminuria",
+ "Urinalysis",
+ "Recommended Dietary Allowances"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Diabetes type 2",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39709369",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Asthma",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Nutrition Surveys",
+ "Inflammation",
+ "Cause of Death",
+ "Cardiovascular Diseases",
+ "Aged",
+ "United States",
+ "Proportional Hazards Models",
+ "Kaplan-Meier Estimate",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease"
+ ],
+ "confusion matrix": [
+ [
+ 0,
+ 1
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39709364",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Aged",
+ "Female",
+ "Male",
+ "Postoperative Complications",
+ "Cardiovascular Diseases",
+ "Abdomen",
+ "Risk Assessment",
+ "Nomograms",
+ "Retrospective Studies",
+ "Aged, 80 and over",
+ "Risk Factors",
+ "Predictive Value of Tests",
+ "ROC Curve",
+ "Incidence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39709110",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Cardiovascular Diseases",
+ "Middle Aged",
+ "Insulin Resistance",
+ "Adult",
+ "Blood Glucose",
+ "Nutrition Surveys",
+ "Sex Factors",
+ "Risk Factors",
+ "Cause of Death",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39708996",
+ "Labels": [
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "United Kingdom",
+ "Female",
+ "Male",
+ "Exercise",
+ "Middle Aged",
+ "Prospective Studies",
+ "Multimorbidity",
+ "Diabetes Mellitus, Type 2",
+ "Aged",
+ "Cardiovascular Diseases",
+ "Biological Specimen Banks",
+ "Coronary Disease",
+ "Genetic Predisposition to Disease",
+ "Stroke",
+ "Adult",
+ "UK Biobank"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39708590",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Sleep Apnea, Obstructive",
+ "Cardiovascular Diseases",
+ "Quality of Life",
+ "Heart Disease Risk Factors",
+ "Sex Factors",
+ "Risk Factors",
+ "Prevalence",
+ "Male"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39708140",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Cross-Sectional Studies",
+ "Female",
+ "Osteoarthritis",
+ "Middle Aged",
+ "Aged",
+ "Heart Disease Risk Factors",
+ "Prevalence",
+ "Hand Joints",
+ "Comorbidity",
+ "Cardiovascular Diseases",
+ "Hand Strength",
+ "Quality of Life",
+ "Risk Factors",
+ "Hydroxymethylglutaryl-CoA Reductase Inhibitors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39707266",
+ "Labels": [
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pulmonary Disease, Chronic Obstructive",
+ "Vascular Stiffness",
+ "Breathing Exercises",
+ "Randomized Controlled Trials as Topic",
+ "Pulse Wave Analysis",
+ "Resistance Training",
+ "Cardiovascular Diseases",
+ "Exercise",
+ "Quality of Life",
+ "Respiratory Muscles",
+ "Aged",
+ "Ankle Brachial Index",
+ "Male",
+ "Exercise Therapy",
+ "Middle Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39696309",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle Aged",
+ "Adult",
+ "Male",
+ "Female",
+ "Diabetes Mellitus, Type 2",
+ "Prevalence",
+ "Aged",
+ "Risk Factors",
+ "Adolescent",
+ "Young Adult",
+ "Cabo Verde",
+ "Prediabetic State",
+ "Noncommunicable Diseases",
+ "World Health Organization",
+ "Cross-Sectional Studies",
+ "Surveys and Questionnaires"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39695503",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Mental Health"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Indonesia",
+ "Adolescent",
+ "Male",
+ "Female",
+ "Noncommunicable Diseases",
+ "Cross-Sectional Studies",
+ "Risk Factors",
+ "Mental Health",
+ "Quality of Life",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39693027",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Melatonin",
+ "Humans",
+ "Animals",
+ "Antioxidants",
+ "Noncommunicable Diseases",
+ "Circadian Rhythm",
+ "Cytoprotection",
+ "Inflammation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39683555",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adolescent",
+ "Male",
+ "Female",
+ "Italy",
+ "Exercise",
+ "Feeding Behavior",
+ "Cross-Sectional Studies",
+ "Noncommunicable Diseases",
+ "Health Knowledge, Attitudes, Practice",
+ "Young Adult",
+ "Child",
+ "Adolescent Behavior",
+ "Surveys and Questionnaires",
+ "Health Risk Behaviors",
+ "Risk-Taking",
+ "Diet"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39678524",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Iran",
+ "Economic Status",
+ "Cluster Analysis",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39671524",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Exercise",
+ "Comorbidity",
+ "Noncommunicable Diseases",
+ "SARS-CoV-2",
+ "Self Report",
+ "Pandemics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39662975",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Argentina",
+ "Noncommunicable Diseases",
+ "Primary Health Care",
+ "Male",
+ "Female",
+ "Cross-Sectional Studies",
+ "Middle Aged",
+ "Delivery of Health Care",
+ "Focus Groups",
+ "Adult",
+ "Aged",
+ "Disease Management",
+ "Health Services Accessibility",
+ "Needs Assessment",
+ "Diabetes Mellitus, Type 2",
+ "Delphi Technique"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39662129",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Argentina",
+ "Body Mass Index",
+ "Male",
+ "Female",
+ "Noncommunicable Diseases",
+ "Adult",
+ "Middle Aged",
+ "Obesity",
+ "Aged",
+ "Cost of Illness",
+ "Risk Assessment",
+ "Overweight"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39658798",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Translational Research, Biomedical",
+ "Humans",
+ "Ethiopia",
+ "Capacity Building",
+ "Decision Making",
+ "Research Personnel",
+ "Public Health",
+ "Malawi",
+ "Uganda",
+ "Noncommunicable Diseases",
+ "Cooperative Behavior",
+ "South Africa",
+ "Delivery of Health Care",
+ "Africa",
+ "Rwanda",
+ "Administrative Personnel",
+ "Focus Groups",
+ "Surveys and Questionnaires",
+ "Evidence-Based Practice",
+ "Qualitative Research",
+ "Health Policy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39655600",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "White People",
+ "Female",
+ "Male",
+ "Middle Aged",
+ "Aged",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Black People",
+ "Africa South of the Sahara",
+ "Europe",
+ "Renal Insufficiency, Chronic",
+ "Cardiovascular Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39653570",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Medication Adherence",
+ "Thailand",
+ "Islam",
+ "Middle Aged",
+ "Noncommunicable Diseases",
+ "Rural Population",
+ "Adult",
+ "Focus Groups",
+ "Qualitative Research",
+ "Aged",
+ "Health Knowledge, Attitudes, Practice",
+ "Southeast Asian People",
+ "Assessment of Medication Adherence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39653567",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Developing Countries",
+ "Noncommunicable Diseases",
+ "Research Design",
+ "Stakeholder Participation",
+ "Implementation Science",
+ "Scoping Reviews As Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39645277",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Chronic Disease",
+ "Diet, Western",
+ "Gastrointestinal Microbiome",
+ "Inflammation",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39644320",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Delivery of Health Care",
+ "Russia",
+ "Primary Health Care",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39644303",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cardiovascular diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Exercise",
+ "Cardiovascular Diseases",
+ "Diabetes Mellitus, Type 2",
+ "Obesity"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39632114",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Delphi Technique",
+ "Precision Medicine",
+ "Noncommunicable Diseases",
+ "Consensus",
+ "Female",
+ "Australia",
+ "Pregnancy",
+ "Adult",
+ "Male",
+ "Mass Screening",
+ "Middle Aged",
+ "Health Priorities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39625743",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "India",
+ "Noncommunicable Diseases",
+ "Male",
+ "Female",
+ "Surveys and Questionnaires",
+ "Reproducibility of Results",
+ "Multicenter Studies as Topic",
+ "Assessment of Medication Adherence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39622542",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Kenya",
+ "Food Insecurity",
+ "Male",
+ "Female",
+ "HIV Infections",
+ "Adult",
+ "Health Services Accessibility",
+ "Cross-Sectional Studies",
+ "Noncommunicable Diseases",
+ "Middle Aged",
+ "Comorbidity",
+ "Young Adult",
+ "Food Supply"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39613439",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Systematic Reviews as Topic",
+ "Sedentary Behavior",
+ "Meta-Analysis as Topic",
+ "Prevalence",
+ "Risk Factors",
+ "Exercise",
+ "Adult",
+ "Africa, Eastern",
+ "Research Design",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39602608",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Mexico",
+ "Cost of Illness",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Disability-Adjusted Life Years",
+ "Healthy Aging",
+ "Mortality",
+ "Life Expectancy",
+ "Prevalence",
+ "Incidence",
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Aged",
+ "Aged, 80 and over",
+ "Delivery of Health Care",
+ "Health Services Needs and Demand"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39595773",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Tanzania",
+ "Humans",
+ "Male",
+ "Female",
+ "Noncommunicable Diseases",
+ "Middle Aged",
+ "Adult",
+ "Rural Population",
+ "Aged",
+ "Young Adult",
+ "Politics",
+ "Adolescent",
+ "Treatment Adherence and Compliance",
+ "Patient Compliance"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39595772",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Refugees",
+ "Male",
+ "Female",
+ "Risk Factors",
+ "Adult",
+ "Portugal",
+ "Cross-Sectional Studies",
+ "Noncommunicable Diseases",
+ "Young Adult",
+ "Prevalence",
+ "Middle Aged",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39592985",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Adult",
+ "Pregnancy",
+ "Noncommunicable Diseases",
+ "Middle Aged",
+ "Prospective Studies",
+ "Adolescent",
+ "Male",
+ "Young Adult",
+ "Aged",
+ "Multimorbidity",
+ "Prenatal Exposure Delayed Effects",
+ "Aged, 80 and over",
+ "Smoking",
+ "Chronic Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39592160",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Africa South of the Sahara",
+ "Exercise",
+ "Aged",
+ "Noncommunicable Diseases",
+ "Randomized Controlled Trials as Topic",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39589015",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Male",
+ "Female",
+ "South Africa",
+ "Longitudinal Studies",
+ "Adult",
+ "Middle Aged",
+ "Depressive Disorder, Major",
+ "Communicable Diseases",
+ "Mediation Analysis",
+ "Comorbidity",
+ "Causality",
+ "Aged",
+ "Monte Carlo Method",
+ "Neoplasms",
+ "Cardiovascular Diseases",
+ "Young Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 2,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39584432",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Noncommunicable Diseases",
+ "Digital Technology",
+ "Middle East",
+ "Telemedicine",
+ "Mediterranean Region",
+ "Pandemics",
+ "SARS-CoV-2",
+ "Delivery of Health Care"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39563350",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "England",
+ "Adult",
+ "Male",
+ "Middle Aged",
+ "Schools",
+ "Female",
+ "Obesity",
+ "Public Health",
+ "Fast Foods",
+ "Body Mass Index",
+ "Cross-Sectional Studies",
+ "Health Care Costs",
+ "Restaurants",
+ "Noncommunicable Diseases",
+ "Quality-Adjusted Life Years",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39552939",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Africa South of the Sahara",
+ "Noncommunicable Diseases",
+ "HIV Infections",
+ "Delivery of Health Care, Integrated"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39552340",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Noncommunicable Diseases",
+ "Humans",
+ "Qualitative Research",
+ "Health Policy",
+ "Policy Making",
+ "Stakeholder Participation",
+ "Interviews as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39548534",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Ghana",
+ "Noncommunicable Diseases",
+ "Health Policy",
+ "World Health Organization",
+ "Focus Groups",
+ "Stakeholder Participation",
+ "Policy Making",
+ "Administrative Personnel",
+ "Qualitative Research",
+ "Public Health",
+ "Health Promotion",
+ "Health Plan Implementation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39541160",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Primary Health Care",
+ "Female",
+ "Male",
+ "Hypertension",
+ "Noncommunicable Diseases",
+ "Diabetes Mellitus, Type 2",
+ "Ghana",
+ "Adult",
+ "Middle Aged",
+ "Delivery of Health Care, Integrated",
+ "Quality Improvement",
+ "Depression",
+ "Mental Health Services",
+ "Anxiety",
+ "Mental Disorders",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Mental Health",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39530940",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Cardiovascular Diseases",
+ "Secondary Prevention"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39522888",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "China",
+ "Noncommunicable Diseases",
+ "Aged",
+ "Middle Aged",
+ "Male",
+ "Female",
+ "Incidence",
+ "Aged, 80 and over",
+ "Disability-Adjusted Life Years",
+ "Health Priorities",
+ "Global Burden of Disease"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": true,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Mental Health",
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 3
+ ],
+ [
+ 0,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39515219",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Quality of Life",
+ "Male",
+ "Body Mass Index",
+ "Child",
+ "Female",
+ "Pediatric Obesity",
+ "Victoria",
+ "COVID-19",
+ "Health Behavior",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39514466",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Exercise",
+ "Noncommunicable Diseases",
+ "Health Promotion",
+ "Healthy Lifestyle",
+ "Perception",
+ "Life Style"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39511525",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Behavior Therapy",
+ "Health Promotion",
+ "Life Style",
+ "Noncommunicable Diseases",
+ "Systematic Reviews as Topic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39496368",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Dyslipidemias",
+ "Adult",
+ "Cross-Sectional Studies",
+ "Aged",
+ "Prevalence",
+ "Sex Factors",
+ "Socioeconomic Factors",
+ "Noncommunicable Diseases",
+ "Cohort Studies",
+ "Age Factors",
+ "Social Class",
+ "Health Status Disparities",
+ "Risk Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39494478",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Risk Factors",
+ "Cardiovascular Diseases",
+ "Periodontal Diseases",
+ "Periodontitis",
+ "Disease Susceptibility",
+ "Noncommunicable Diseases",
+ "Comorbidity"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 1
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39478581",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Adult",
+ "Male",
+ "Exercise",
+ "Female",
+ "Middle Aged",
+ "Young Adult",
+ "Africa",
+ "Adolescent",
+ "Aged",
+ "Socioeconomic Factors",
+ "Noncommunicable Diseases",
+ "Leisure Activities",
+ "Sociodemographic Factors",
+ "Surveys and Questionnaires",
+ "Sex Factors",
+ "Educational Status"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39478517",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Adult",
+ "Prospective Studies",
+ "Diet",
+ "Risk Factors",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39460821",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Ukraine",
+ "Retrospective Studies",
+ "Aged",
+ "Persons with Disabilities",
+ "Male",
+ "Female",
+ "Noncommunicable Diseases",
+ "Middle Aged",
+ "Aged, 80 and over",
+ "Cardiovascular Diseases",
+ "Armed Conflicts",
+ "Neoplasms",
+ "Eastern European People"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39458499",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Liver Diseases",
+ "Probiotics",
+ "Chronic Disease",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Dietary Fiber",
+ "Polyphenols",
+ "Food Ingredients",
+ "Diet",
+ "Spices",
+ "Fatty Acids, Omega-3",
+ "Dietary Supplements"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39458490",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biodiversity",
+ "One Health",
+ "Diet, Healthy",
+ "Interdisciplinary Research",
+ "Noncommunicable Diseases",
+ "Diet, Vegetarian",
+ "Neoplasms",
+ "Quality of Life"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39458487",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Bibliometrics",
+ "Humans",
+ "Food Labeling",
+ "Beverages",
+ "Global Health",
+ "Nutrition Policy",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39449123",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Gastrointestinal Microbiome",
+ "Male",
+ "Life Style",
+ "Female",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Diabetes Mellitus, Type 2",
+ "Inflammatory Bowel Diseases",
+ "Adult",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Aged",
+ "Inflammation",
+ "Age of Onset",
+ "Cohort Studies"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39438053",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "COVID-19",
+ "Thailand",
+ "Noncommunicable Diseases",
+ "Delivery of Health Care",
+ "SARS-CoV-2",
+ "Pandemics"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39437825",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Germany",
+ "Communicable Diseases",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39437462",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Emotions",
+ "Physician-Patient Relations",
+ "Communication",
+ "Decision Making",
+ "Noncommunicable Diseases",
+ "Informed Consent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39436669",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Health Policy",
+ "Policy Making",
+ "Administrative Personnel",
+ "Noncommunicable Diseases",
+ "Developing Countries"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39432502",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Tuberculosis, Pulmonary",
+ "Noncommunicable Diseases",
+ "Gene Regulatory Networks",
+ "Lung Neoplasms",
+ "Silicosis",
+ "Protein Interaction Maps",
+ "Renal Insufficiency, Chronic"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39426077",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Brazil",
+ "Obesity",
+ "Male",
+ "Female",
+ "Adult",
+ "Middle Aged",
+ "Noncommunicable Diseases",
+ "Hospitalization",
+ "Body Mass Index",
+ "Sick Leave",
+ "Prevalence",
+ "Cost of Illness",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39421825",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Female",
+ "Prevalence",
+ "Incidence",
+ "Global Health",
+ "Male",
+ "Global Burden of Disease",
+ "Data Analysis",
+ "World Health Organization",
+ "Secondary Data Analysis"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39418781",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Sedentary Behavior",
+ "Female",
+ "Male",
+ "Case-Control Studies",
+ "Middle Aged",
+ "Adult",
+ "Occupations",
+ "Databases, Factual",
+ "Occupational Exposure",
+ "Risk Factors",
+ "Noncommunicable Diseases",
+ "Myocardial Infarction",
+ "Sitting Position",
+ "Diabetes Mellitus",
+ "Aged",
+ "Workplace"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 2,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39418779",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Europe",
+ "Female",
+ "Noncommunicable Diseases",
+ "Risk Factors",
+ "Disability-Adjusted Life Years",
+ "Middle Aged",
+ "Aged",
+ "Adult",
+ "Aged, 80 and over",
+ "Adolescent",
+ "Neoplasms",
+ "Cardiovascular Diseases",
+ "Young Adult",
+ "Global Burden of Disease",
+ "Child",
+ "Infant",
+ "Cost of Illness",
+ "Child, Preschool",
+ "Infant, Newborn"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 3,
+ 0
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39418251",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Middle Aged",
+ "Female",
+ "Noncommunicable Diseases",
+ "Aged",
+ "Adult",
+ "Obesity",
+ "Hypertension",
+ "Motivation",
+ "Risk Factors",
+ "Hyperlipidemias",
+ "Iran",
+ "Overweight",
+ "Prevalence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39416942",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Information Dissemination",
+ "Translational Research, Biomedical"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39411832",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Inflammation",
+ "Diet",
+ "Anti-Inflammatory Agents",
+ "Obesity",
+ "Chronic Disease",
+ "Diabetes Mellitus, Type 2",
+ "Fruit"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39408274",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Malus",
+ "Noncommunicable Diseases",
+ "Fruit",
+ "Nutritive Value",
+ "Diet",
+ "Diet, Healthy"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39408232",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Biological Products",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cancer",
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 3
+ ],
+ [
+ 0,
+ 4
+ ]
+ ]
+ },
+ {
+ "PMID": "39407160",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Nepal",
+ "Humans",
+ "Cross-Sectional Studies",
+ "Noncommunicable Diseases",
+ "Health Services Accessibility",
+ "Health Care Surveys",
+ "Health Facilities",
+ "Female",
+ "Male"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39404094",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Fibrinolytic Agents",
+ "Subtilisins",
+ "Antioxidants",
+ "Oxidative Stress",
+ "Anti-Inflammatory Agents",
+ "Animals",
+ "Inflammation",
+ "Cardiovascular Diseases",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39394102",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Female",
+ "Male",
+ "Communication Barriers",
+ "Aged",
+ "Rural Population",
+ "South Africa",
+ "Middle Aged",
+ "Qualitative Research",
+ "Interviews as Topic",
+ "Health Knowledge, Attitudes, Practice",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 1
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39391944",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Male",
+ "Adult",
+ "Noncommunicable Diseases",
+ "Middle Aged",
+ "Cross-Sectional Studies",
+ "Prevalence",
+ "Chronic Disease",
+ "Beverages",
+ "Obesity",
+ "Aged",
+ "Neoplasms",
+ "Hypercholesterolemia",
+ "Young Adult",
+ "Diet",
+ "Alcoholic Beverages",
+ "Feeding Behavior"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cancer",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 0,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39390457",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Satellite Imagery",
+ "Cardiovascular Diseases",
+ "Neoplasms"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 2,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39388415",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Africa South of the Sahara",
+ "Alcohol Drinking",
+ "Exercise",
+ "Meta-Analysis as Topic",
+ "Noncommunicable Diseases",
+ "Prevalence",
+ "Risk Factors",
+ "Systematic Reviews as Topic",
+ "Tobacco Use"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39386956",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Guyana",
+ "Humans",
+ "Noncommunicable Diseases",
+ "Qualitative Research",
+ "Health Policy",
+ "Government",
+ "Policy Making"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39379988",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle Aged",
+ "Male",
+ "Female",
+ "Aged",
+ "Body Mass Index",
+ "Cardiovascular Diseases",
+ "China",
+ "Neoplasms",
+ "Age Factors",
+ "Cause of Death",
+ "Cohort Studies",
+ "Proportional Hazards Models",
+ "Weight Loss",
+ "Weight Gain",
+ "Risk Factors",
+ "Noncommunicable Diseases"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 3,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39374955",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Research",
+ "Health Priorities",
+ "Biomedical Research"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39369417",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Male",
+ "Cross-Sectional Studies",
+ "Female",
+ "Middle Aged",
+ "Tertiary Care Centers",
+ "Noncommunicable Diseases",
+ "Aged",
+ "Adult",
+ "Nepal",
+ "Health Knowledge, Attitudes, Practice",
+ "Assessment of Medication Adherence"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39369183",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Middle Aged",
+ "Female",
+ "Male",
+ "Aged",
+ "Asia, Central",
+ "Adult",
+ "Europe, Eastern",
+ "Noncommunicable Diseases",
+ "Mortality, Premature",
+ "Global Health",
+ "Global Burden of Disease",
+ "Cardiovascular Diseases",
+ "Neoplasms",
+ "Diabetes Mellitus"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": true,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": true,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Chronic respiratory disease",
+ "Diabetes",
+ "Cancer",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 3,
+ 1
+ ],
+ [
+ 1,
+ 3
+ ]
+ ]
+ },
+ {
+ "PMID": "39368120",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Saudi Arabia",
+ "Middle Aged",
+ "Adult",
+ "Male",
+ "Female",
+ "Noncommunicable Diseases",
+ "Natural Language Processing",
+ "Prevalence",
+ "Retrospective Studies",
+ "Hypertension",
+ "Aged",
+ "Adolescent",
+ "Young Adult",
+ "Diabetes Mellitus",
+ "Electronic Health Records",
+ "Obesity",
+ "Multimorbidity",
+ "Dyslipidemias",
+ "Mental Disorders",
+ "Logistic Models"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39367295",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "India",
+ "Humans",
+ "Primary Health Care",
+ "Cross-Sectional Studies",
+ "Noncommunicable Diseases",
+ "Comprehensive Health Care",
+ "Health Services Needs and Demand"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": false
+ },
+ "Selected Labels": [],
+ "confusion matrix": [
+ [
+ 0,
+ 0
+ ],
+ [
+ 1,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39365121",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Dental Research"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39363978",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Female",
+ "Male",
+ "Sex Factors"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39356704",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Female",
+ "Adult",
+ "Nepal",
+ "Adolescent",
+ "Middle Aged",
+ "Risk Factors",
+ "Young Adult",
+ "Hypertension",
+ "Obesity",
+ "Smoking",
+ "Prevalence",
+ "Overweight",
+ "Cluster Analysis",
+ "Noncommunicable Diseases",
+ "Health Surveys"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39352154",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Malaysia",
+ "Female",
+ "Male",
+ "Adult",
+ "Cross-Sectional Studies",
+ "Health Knowledge, Attitudes, Practice",
+ "Noncommunicable Diseases",
+ "Middle Aged",
+ "Young Adult",
+ "Indigenous Peoples",
+ "Adolescent",
+ "Aged"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39352096",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes type 2"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Gastrointestinal Microbiome",
+ "Noncommunicable Diseases",
+ "Diet",
+ "Obesity",
+ "Dysbiosis",
+ "Diabetes Mellitus, Type 2",
+ "Czech Republic",
+ "Inflammation"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": true,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39344941",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Mass Screening",
+ "Cardiovascular Diseases",
+ "Oral Health",
+ "Diabetes Mellitus",
+ "United Kingdom"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Diabetes",
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 3,
+ 0
+ ],
+ [
+ 0,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39342408",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Mexico",
+ "Female",
+ "Male",
+ "Adult",
+ "Middle Aged",
+ "Noncommunicable Diseases",
+ "Ambulatory Care",
+ "Cross-Sectional Studies",
+ "Young Adult",
+ "Aged",
+ "Sex Factors",
+ "Healthcare Disparities"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39342100",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "India",
+ "Noncommunicable Diseases",
+ "Female",
+ "Male",
+ "Qualitative Research",
+ "Fisheries",
+ "Adult",
+ "Middle Aged",
+ "Delayed Diagnosis",
+ "Patient Acceptance of Health Care",
+ "Interviews as Topic",
+ "Aged",
+ "Self Care"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39339734",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Gastrointestinal Microbiome",
+ "Noncommunicable Diseases",
+ "Diet, Mediterranean",
+ "Dysbiosis",
+ "Diet, Western",
+ "Diet, Vegetarian",
+ "Diet",
+ "Methylamines",
+ "Fatty Acids, Volatile"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39338107",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "India",
+ "Noncommunicable Diseases",
+ "Male",
+ "Female",
+ "Middle Aged",
+ "Adult",
+ "Aged",
+ "Sex Factors",
+ "Longitudinal Studies",
+ "Young Adult",
+ "Health Surveys",
+ "Prevalence",
+ "Socioeconomic Factors",
+ "Adolescent",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39338026",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Noncommunicable Diseases",
+ "Humans",
+ "Developing Countries",
+ "Economic Development"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39334103",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Metabolic Syndrome",
+ "Female",
+ "Male",
+ "Aged",
+ "Cross-Sectional Studies",
+ "Thailand",
+ "Multilevel Analysis",
+ "Noncommunicable Diseases",
+ "Middle Aged",
+ "Aged, 80 and over"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39333314",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Cancer",
+ "Cardiovascular diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Noncommunicable Diseases",
+ "Wounds and Injuries",
+ "Female",
+ "Male",
+ "Neoplasms",
+ "Cardiovascular Diseases",
+ "Cause of Death",
+ "Global Health"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": true,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": true,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Cardiovascular diseases",
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 2,
+ 0
+ ],
+ [
+ 1,
+ 5
+ ]
+ ]
+ },
+ {
+ "PMID": "39324155",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Ethiopia",
+ "Male",
+ "Female",
+ "Adult",
+ "Cross-Sectional Studies",
+ "Noncommunicable Diseases",
+ "Health Belief Model",
+ "Middle Aged",
+ "Health Behavior",
+ "Surveys and Questionnaires",
+ "Health Promotion",
+ "Young Adult",
+ "Health Knowledge, Attitudes, Practice",
+ "Adolescent"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ },
+ {
+ "PMID": "39308827",
+ "Labels": [
+ "Noncommunicable Diseases",
+ "Diabetes"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Thailand",
+ "Particulate Matter",
+ "Noncommunicable Diseases",
+ "Female",
+ "Male",
+ "Air Pollutants",
+ "Environmental Exposure",
+ "Air Pollution",
+ "Hypertension",
+ "Diabetes Mellitus",
+ "Middle Aged",
+ "Adult"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": true,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 1,
+ 6
+ ]
+ ]
+ },
+ {
+ "PMID": "39307578",
+ "Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "MeshTerms": [
+ "Humans",
+ "Pregnancy",
+ "Female",
+ "Noncommunicable Diseases",
+ "Postpartum Period",
+ "Parturition",
+ "Pregnancy Complications",
+ "Australia"
+ ],
+ "Wanted": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Predictions": {
+ "Chronic respiratory disease": false,
+ "Diabetes type 2": false,
+ "Mental Health": false,
+ "Diabetes type 1": false,
+ "Diabetes": false,
+ "Cancer": false,
+ "Cardiovascular diseases": false,
+ "Noncommunicable Diseases": true
+ },
+ "Selected Labels": [
+ "Noncommunicable Diseases"
+ ],
+ "confusion matrix": [
+ [
+ 1,
+ 0
+ ],
+ [
+ 0,
+ 7
+ ]
+ ]
+ }
+ ],
+ "results": {
+ "prediction time": 123.53181481361389,
+ "ALL": {
+ "confusion matrix": [
+ [
+ 675,
+ 255
+ ],
+ [
+ 294,
+ 5176
+ ]
+ ],
+ "TPR": 0.6965944272445821,
+ "TNR": 0.953047320935371,
+ "Precision": 0.7258064516129032
+ },
+ "SHORT": {
+ "confusion matrix": [
+ [
+ 103,
+ 48
+ ],
+ [
+ 78,
+ 923
+ ]
+ ],
+ "TPR": 0.569060773480663,
+ "TNR": 0.9505664263645726,
+ "Precision": 0.6821192052980133
+ },
+ "MEDIUM": {
+ "confusion matrix": [
+ [
+ 247,
+ 100
+ ],
+ [
+ 124,
+ 1929
+ ]
+ ],
+ "TPR": 0.6657681940700808,
+ "TNR": 0.9507146377525875,
+ "Precision": 0.7118155619596542
+ },
+ "LONG": {
+ "confusion matrix": [
+ [
+ 60,
+ 24
+ ],
+ [
+ 30,
+ 486
+ ]
+ ],
+ "TPR": 0.6666666666666666,
+ "TNR": 0.9529411764705882,
+ "Precision": 0.7142857142857143
+ },
+ "VERY LONG": {
+ "confusion matrix": [
+ [
+ 265,
+ 83
+ ],
+ [
+ 62,
+ 1838
+ ]
+ ],
+ "TPR": 0.8103975535168195,
+ "TNR": 0.956793336803748,
+ "Precision": 0.7614942528735632
+ }
+ }
+}
\ No newline at end of file
diff --git a/testModel/results/cohere/v1.txt b/testModel/results_old/cohere/v1.txt
similarity index 100%
rename from testModel/results/cohere/v1.txt
rename to testModel/results_old/cohere/v1.txt
diff --git a/testModel/results/gemini/v1.txt b/testModel/results_old/gemini/v1.txt
similarity index 100%
rename from testModel/results/gemini/v1.txt
rename to testModel/results_old/gemini/v1.txt
diff --git a/testModel/results/gemini/v2.txt b/testModel/results_old/gemini/v2.txt
similarity index 100%
rename from testModel/results/gemini/v2.txt
rename to testModel/results_old/gemini/v2.txt
diff --git a/testModel/results/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/v1/facebook-bart_large_mnli.txt b/testModel/results_old/v1/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/v1/facebook-bart_large_mnli.txt
rename to testModel/results_old/v1/facebook-bart_large_mnli.txt
diff --git a/testModel/results/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/v2/facebook-bart_large_mnli.txt b/testModel/results_old/v2/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/v2/facebook-bart_large_mnli.txt
rename to testModel/results_old/v2/facebook-bart_large_mnli.txt
diff --git a/testModel/results/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/v3/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/v3/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/v3/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/v3/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/v3/facebook-bart_large_mnli.txt b/testModel/results_old/v3/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/v3/facebook-bart_large_mnli.txt
rename to testModel/results_old/v3/facebook-bart_large_mnli.txt
diff --git a/testModel/results/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/v3/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/v4/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/v4/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/v4/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/v4/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/v4/facebook-bart_large_mnli.txt b/testModel/results_old/v4/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/v4/facebook-bart_large_mnli.txt
rename to testModel/results_old/v4/facebook-bart_large_mnli.txt
diff --git a/testModel/results/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/v4/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/v5_1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/v5_1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/v5_1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/v5_1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/v5_1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/v5_1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/v5_1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/v5_1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/v5_1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/v5_1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/v5_1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/v5_1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/v5_1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/v5_1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/v5_1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/v5_1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/v5_1/facebook-bart_large_mnli.txt b/testModel/results_old/v5_1/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/v5_1/facebook-bart_large_mnli.txt
rename to testModel/results_old/v5_1/facebook-bart_large_mnli.txt
diff --git a/testModel/results/v5_1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/v5_1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/v5_1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/v5_1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/v5_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/v5_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/v5_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/v5_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/v5_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/v5_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/v5_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/v5_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/v5_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/v5_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/v5_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/v5_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/v5_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/v5_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/v5_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/v5_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/v5_2/facebook-bart_large_mnli.txt b/testModel/results_old/v5_2/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/v5_2/facebook-bart_large_mnli.txt
rename to testModel/results_old/v5_2/facebook-bart_large_mnli.txt
diff --git a/testModel/results/v5_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/v5_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/v5_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/v5_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/v6_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/v6_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/v6_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/v6_2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/v6_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/v6_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/v6_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/v6_2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/v6_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/v6_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/v6_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/v6_2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/v6_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/v6_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/v6_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/v6_2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/v6_2/facebook-bart_large_mnli.txt b/testModel/results_old/v6_2/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/v6_2/facebook-bart_large_mnli.txt
rename to testModel/results_old/v6_2/facebook-bart_large_mnli.txt
diff --git a/testModel/results/v6_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/v6_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/v6_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/v6_2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/zero_shot/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/zero_shot/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/zero_shot/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/zero_shot/v1/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/zero_shot/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/zero_shot/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/zero_shot/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/zero_shot/v1/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/zero_shot/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/zero_shot/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/zero_shot/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/zero_shot/v1/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/zero_shot/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/zero_shot/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/zero_shot/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/zero_shot/v1/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/zero_shot/v1/facebook-bart_large_mnli.txt b/testModel/results_old/zero_shot/v1/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/zero_shot/v1/facebook-bart_large_mnli.txt
rename to testModel/results_old/zero_shot/v1/facebook-bart_large_mnli.txt
diff --git a/testModel/results/zero_shot/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/zero_shot/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/zero_shot/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/zero_shot/v1/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/zero_shot/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt b/testModel/results_old/zero_shot/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
similarity index 100%
rename from testModel/results/zero_shot/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
rename to testModel/results_old/zero_shot/v2/MoritzLaurer-DeBERTa_v3_base_mnli_fever_anli.txt
diff --git a/testModel/results/zero_shot/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt b/testModel/results_old/zero_shot/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
similarity index 100%
rename from testModel/results/zero_shot/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
rename to testModel/results_old/zero_shot/v2/MoritzLaurer-bge_m3_zeroshot_v2_0.txt
diff --git a/testModel/results/zero_shot/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt b/testModel/results_old/zero_shot/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
similarity index 100%
rename from testModel/results/zero_shot/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
rename to testModel/results_old/zero_shot/v2/MoritzLaurer-deberta_v3_base_zeroshot_v1_1_all_33.txt
diff --git a/testModel/results/zero_shot/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt b/testModel/results_old/zero_shot/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
similarity index 100%
rename from testModel/results/zero_shot/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
rename to testModel/results_old/zero_shot/v2/MoritzLaurer-multilingual_MiniLMv2_L6_mnli_xnli.txt
diff --git a/testModel/results/zero_shot/v2/condensed_results.json b/testModel/results_old/zero_shot/v2/condensed_results.json
similarity index 100%
rename from testModel/results/zero_shot/v2/condensed_results.json
rename to testModel/results_old/zero_shot/v2/condensed_results.json
diff --git a/testModel/results/zero_shot/v2/condensed_results.png b/testModel/results_old/zero_shot/v2/condensed_results.png
similarity index 100%
rename from testModel/results/zero_shot/v2/condensed_results.png
rename to testModel/results_old/zero_shot/v2/condensed_results.png
diff --git a/testModel/results/zero_shot/v2/facebook-bart_large_mnli.txt b/testModel/results_old/zero_shot/v2/facebook-bart_large_mnli.txt
similarity index 100%
rename from testModel/results/zero_shot/v2/facebook-bart_large_mnli.txt
rename to testModel/results_old/zero_shot/v2/facebook-bart_large_mnli.txt
diff --git a/testModel/results/zero_shot/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt b/testModel/results_old/zero_shot/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
similarity index 100%
rename from testModel/results/zero_shot/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
rename to testModel/results_old/zero_shot/v2/microsoft-BiomedNLP_BiomedBERT_base_uncased_abstract.txt
diff --git a/testModel/results/zero_shot/v2/results.json b/testModel/results_old/zero_shot/v2/results.json
similarity index 100%
rename from testModel/results/zero_shot/v2/results.json
rename to testModel/results_old/zero_shot/v2/results.json
diff --git a/testModel/results/zero_shot/v2/results.png b/testModel/results_old/zero_shot/v2/results.png
similarity index 100%
rename from testModel/results/zero_shot/v2/results.png
rename to testModel/results_old/zero_shot/v2/results.png
diff --git a/testModel/test.py b/testModel/test.py
index 68996a510..4fd378194 100644
--- a/testModel/test.py
+++ b/testModel/test.py
@@ -2,6 +2,8 @@ import sys
import os
import statistics
import time
+import json
+import argparse
# Ajouter le répertoire parent au chemin de recherche
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../")))
@@ -9,7 +11,8 @@ sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../")))
from variables.diseases import DISEASES_LABELS
from variables.huggingface import HUGGINGFACE_MODELS
from variables.articles import LENGTH_CATEGORIES, LENGTH_CATEGORIES_TRESHOLDS
-from testModel.utils import get_dataset_filename, get_article_data, get_wanted_predictions, save_model_json, save_model_results_json
+from variables.models import MODELS
+from testModel.utils import get_dataset_filename, get_article_data, get_wanted_predictions, save_model_json, save_model_results_json, create_model_data_var, store_results
from testModel.metrics import confusion_matrix, add_confusion_matrices, get_tpr, get_tnr, get_precision
from parsers.jsonParser import parseJsonFile
@@ -23,124 +26,147 @@ DATASET_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), DATASET_DI
TRESHOLD = 0.7
-result_folder_path = f"{RESULTS_DIR}/zero_shot/v2"
+parser = argparse.ArgumentParser(description="Script for article classification.")
+parser.add_argument('--model', '-m', type=str, required=True, help='The model to use for classification (mandatory).')
+parser.add_argument('--remake', '-r', action='store_true', help='Flag to remake all the tests (optional).')
-for model in HUGGINGFACE_MODELS:
- classifier = create_classifier(model)
+args = parser.parse_args()
- result_filename = model.replace(" ", "_").replace("-", "_").replace(".", "_").replace("/", "-")
+model = args.model
+remake = args.remake
- with open(f"{result_folder_path}/{result_filename}.txt", "w+") as file:
+if model not in MODELS.keys():
+ print(f"Model {model} isn't supported!")
+ print(f"Models: {MODELS.keys()}")
+ exit(1)
- print("---------------------------------", file=file)
- print(f"MODEL: {model}", file=file)
- print(f"MODEL: {model}")
- print(f"TRESHOLD: {TRESHOLD}", file=file)
- print("---------------------------------", file=file)
+result_folder_path = f"{RESULTS_DIR}"
- nb_articles = 0
- result_matrix = [[0, 0], [0, 0]]
+result_filename = model.replace(" ", "_").replace("-", "_").replace(".", "_").replace("/", "-")
- length_matrix = {}
+file_path = f"{result_folder_path}/{result_filename}.json"
- for length_category in LENGTH_CATEGORIES:
- length_matrix[length_category] = [[0, 0], [0, 0]]
+if os.path.exists(file_path) and remake:
+ os.remove(file_path)
+ print(f"File {file_path} has been deleted.")
+else:
+ print(f"File {file_path} does not exist.")
- start = time.time()
-
- for disease_label in DISEASES_LABELS:
+if not os.path.exists(file_path):
+ initial_data = create_model_data_var()
+ print(initial_data)
+ with open(file_path, "w", encoding="utf-8") as file:
+ json.dump(initial_data, file, indent=4)
- try:
- filename = get_dataset_filename(disease_label)
- articles = parseJsonFile(f"{DATASET_DIR}/{filename}.json")
- except Exception as e:
- print(f"Error: {e}")
+with open(file_path, "r", encoding="utf-8") as file:
+ data = json.load(file)
- for article in articles:
- nb_articles += 1
- print(f"Article N°{nb_articles}")
+if data["treshold"] is None:
+ data["treshold"] = TRESHOLD
- print("---------------------------------", file=file)
+pmids = [article["PMID"] for article in data["articles"]]
- title, abstract = get_article_data(article)
- wanted = get_wanted_predictions(article, DISEASES_LABELS)
+if MODELS[model]["isHuggingFace"]:
+ pipline = MODELS[model]["pipline"](model)
- print(f"PMID: {article['PMID']}", file=file)
- pred = article["Predictions"]
- print(f"Predictions: {pred}", file=file)
- print(f"MeshTerm: {article['MeshTerms']}", file=file)
+print("---------------------------------")
+print(f"MODEL: {model}")
+print(f"TRESHOLD: {data['treshold']}")
+print("---------------------------------")
- predictions = {}
+result_matrix = data["results"]["ALL"]["confusion matrix"]
+length_matrix = {}
- selected_labels = []
+for length_category in LENGTH_CATEGORIES:
+ length_matrix[length_category] = data["results"][length_category]["confusion matrix"]
- for predict_label in DISEASES_LABELS:
- results = classify(classifier, title+abstract, [predict_label])
+for disease_label in DISEASES_LABELS:
- print(f"Labels: {results['labels']}", file=file)
- print(f"Scores: {results['scores']}", file=file)
+ try:
+ filename = get_dataset_filename(disease_label)
+ articles = parseJsonFile(f"{DATASET_DIR}/{filename}.json")
+ except Exception as e:
+ print(f"Error: {e}")
- predictions[predict_label] = results["scores"][0] > TRESHOLD
+ for article in articles:
- if results["scores"][0] > TRESHOLD:
- selected_labels.append(predict_label)
+ if article['PMID'] in pmids:
+ print("---------------------------------")
+ print(f"Article {article['PMID']} already classified!")
+ print("---------------------------------")
+ continue
- print(f"Wanted: {wanted}", file=file)
- print(f"Predicted: {predictions}", file=file)
- print(f"Selected labels: {selected_labels}", file=file)
+ article_result = {}
- matrix = confusion_matrix(wanted, predictions)
- print(f"Confusion matrix: {matrix}", file=file)
-
- result_matrix = add_confusion_matrices(result_matrix, matrix)
+ print("---------------------------------")
- added = False
+ title, abstract = get_article_data(article)
+ wanted = get_wanted_predictions(article, DISEASES_LABELS)
- for id, length_category_treshold in enumerate(LENGTH_CATEGORIES_TRESHOLDS):
- if len(title+abstract) < length_category_treshold:
- length_matrix[LENGTH_CATEGORIES[id]] = add_confusion_matrices(length_matrix[LENGTH_CATEGORIES[id]], matrix)
- added = True
- break
-
- if not added:
- length_matrix[LENGTH_CATEGORIES[-1]] = add_confusion_matrices(length_matrix[LENGTH_CATEGORIES[-1]], matrix)
+ start = time.time()
- print("---------------------------------", file=file)
+ if MODELS[model]["isHuggingFace"]:
+ predictions = MODELS[model]["predict"](pipline, title+abstract, DISEASES_LABELS, data["treshold"])
+ else:
+ predictions = MODELS[model]["predict"](title+abstract, DISEASES_LABELS)
end = time.time()
- save_model_json(result_folder_path, model, end-start)
-
- for length_category in LENGTH_CATEGORIES:
- results = {
- "Name": length_category,
- "TPR": get_tpr(length_matrix[length_category]),
- "TNR": get_tnr(length_matrix[length_category]),
- "Precision": get_precision(length_matrix[length_category])
- }
-
- print(f"Name: {results['Name']}", file=file)
- print(f"Result confusion matrix: {length_matrix[length_category]}", file=file)
- print(f"True Positive Rate (TPR): {results['TPR']}", file=file)
- print(f"True Negative Rate (TNR): {results['TNR']}", file=file)
- print(f"Precision: {results['Precision']}", file=file)
- print("---------------------------------", file=file)
-
- save_model_results_json(result_folder_path, model, results)
-
- results = {
- "Name": "ALL",
- "TPR": get_tpr(result_matrix),
- "TNR": get_tnr(result_matrix),
- "Precision": get_precision(result_matrix)
- }
-
- save_model_results_json(result_folder_path, model, results)
-
- print(f"Name: {results['Name']}", file=file)
- print(f"Time to classify all articles: {end-start} seconds", file=file)
- print(f"Result confusion matrix: {result_matrix}", file=file)
- print(f"True Positive Rate (TPR): {results['TPR']}", file=file)
- print(f"True Negative Rate (TNR): {results['TNR']}", file=file)
- print(f"Precision: {results['Precision']}", file=file)
- print()
\ No newline at end of file
+ selected_labels = [key for key, value in predictions.items() if value]
+ matrix = confusion_matrix(wanted, predictions)
+
+ article_result["PMID"] = article['PMID']
+ article_result["Labels"] = article["Predictions"]
+ article_result["MeshTerms"] = article["MeshTerms"]
+ article_result["Wanted"] = wanted
+ article_result["Predictions"] = predictions
+ article_result["Selected Labels"] = selected_labels
+ article_result["confusion matrix"] = matrix
+ data["articles"].append(article_result)
+
+ print(f"PMID: {article_result['PMID']}")
+ print(f"Labels: {article_result['Labels']}")
+ print(f"MeshTerm: {article_result['MeshTerms']}")
+ print(f"Wanted: {article_result['Wanted']}")
+ print(f"Predicted: {article_result['Predictions']}")
+ print(f"Selected labels: {article_result['Selected Labels']}")
+ print(f"Confusion matrix: {article_result['confusion matrix']}")
+
+ result_matrix = add_confusion_matrices(result_matrix, matrix)
+ data["results"]["ALL"] = store_results(result_matrix)
+
+ added = False
+ for id, length_category_treshold in enumerate(LENGTH_CATEGORIES_TRESHOLDS):
+ if len(title+abstract) < length_category_treshold:
+ length_matrix[LENGTH_CATEGORIES[id]] = add_confusion_matrices(length_matrix[LENGTH_CATEGORIES[id]], matrix)
+ data["results"][LENGTH_CATEGORIES[id]] = store_results(length_matrix[LENGTH_CATEGORIES[id]])
+ added = True
+ break
+
+ if not added:
+ length_matrix[LENGTH_CATEGORIES[-1]] = add_confusion_matrices(length_matrix[LENGTH_CATEGORIES[-1]], matrix)
+ data["results"][LENGTH_CATEGORIES[-1]] = store_results(length_matrix[LENGTH_CATEGORIES[-1]])
+
+ print("---------------------------------")
+
+ data["results"]["prediction time"] += (end-start)
+
+ with open(file_path, "w", encoding="utf-8") as file:
+ json.dump(data, file, indent=4)
+
+for length_category in LENGTH_CATEGORIES:
+
+ print(f"Name: {length_category}")
+ print(f"Result confusion matrix: {data['results'][length_category]['confusion matrix']}")
+ print(f"True Positive Rate (TPR): {data['results'][length_category]['TPR']}")
+ print(f"True Negative Rate (TNR): {data['results'][length_category]['TNR']}")
+ print(f"Precision: {data['results'][length_category]['Precision']}")
+ print("---------------------------------")
+
+print(f"Name: ALL")
+print(f"Time to classify all articles: {data['results']['prediction time']} seconds")
+print(f"Result confusion matrix: {data['results']['ALL']['confusion matrix']}")
+print(f"True Positive Rate (TPR): {data['results']['ALL']['TPR']}")
+print(f"True Negative Rate (TNR): {data['results']['ALL']['TNR']}")
+print(f"Precision: {data['results']['ALL']['Precision']}")
+print()
\ No newline at end of file
diff --git a/testModel/utils.py b/testModel/utils.py
index 0bd9d2370..cd1f31554 100644
--- a/testModel/utils.py
+++ b/testModel/utils.py
@@ -1,6 +1,12 @@
import os
+import sys
import json
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../")))
+
+from testModel.metrics import get_tpr, get_tnr, get_precision
+from variables.articles import LENGTH_CATEGORIES
+
def get_dataset_filename(name):
return name.replace(" ", "_").replace(",", "").lower()
@@ -67,4 +73,36 @@ def save_model_results_json(filepath, model, new_entry):
model_entry["data"].append(new_entry)
with open(filename, "w") as file:
- json.dump(data, file)
\ No newline at end of file
+ json.dump(data, file)
+
+def create_model_data_var():
+ data = {
+ 'treshold': None,
+ 'articles': [],
+ 'results': {
+ 'prediction time': 0
+ }
+ }
+
+ data["results"]["ALL"] = create_results()
+
+ for length_category in LENGTH_CATEGORIES:
+ data["results"][length_category] = create_results()
+
+ return data
+
+def create_results():
+ return {
+ 'confusion matrix': [[0, 0], [0, 0]],
+ 'TPR': 0,
+ 'TNR': 0,
+ 'Precision': 0
+ }
+
+def store_results(confusion_matrix):
+ return {
+ "confusion matrix": confusion_matrix,
+ "TPR": get_tpr(confusion_matrix),
+ "TNR": get_tnr(confusion_matrix),
+ "Precision": get_precision(confusion_matrix)
+ }
\ No newline at end of file
diff --git a/variables/models.py b/variables/models.py
new file mode 100644
index 000000000..ded4df5fd
--- /dev/null
+++ b/variables/models.py
@@ -0,0 +1,11 @@
+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 models.ZeroShotClassifier.HuggingFace.zero_shot_classification import create_classifier, classify
+
+MODELS = {
+ 'facebook/bart-large-mnli': {'predict': classify, 'isHuggingFace': True, 'pipline': create_classifier}
+}
\ No newline at end of file
--
GitLab