diff --git a/dataSources/PubMed/data_keyword_num.py b/dataSources/PubMed/data_keyword_num.py new file mode 100644 index 0000000000000000000000000000000000000000..b3d14db47dffa926095c13d90e3d0eac08632225 --- /dev/null +++ b/dataSources/PubMed/data_keyword_num.py @@ -0,0 +1,84 @@ +from requests import get +from datetime import datetime, timedelta +import time +import threading +import os + +KEYWORDS = [ + "Availability", "Affordability", "Essential medecins", "Care therapy", "Care health", "Health Expenditures", "Health care costs", "Market", "Special populations", "Child Health", "Womens Health", "Age", "Minority", "Primary Care", "Specialty Care", "Patient acceptance", "Patient centered care", "Prevention and control", "Mass screening", "Palliative care", "Quality", "Telemedicine", "Digital health", "Supplies", "Human Resources", "Enablers/barriers", "Gender equity", "Racial", "Equity", "Clinical", "Health promotion", "Health education", "Research & Innovation", "Therapeutic Development", "Technological Development", "Self-management", "Self-monitoring", "Dosing", "Injections", "Primary Care", "Secondary Care", "Integrated Care", "Treatment management", "Immunization", "Vaccination", "Prevention and control", "Mass screening", "Palliative care", "Adherence", "Control", "Rehabilitation services", "Clinical guidelines", "Health policy", "Healthcare policy", "National health policy", "Regional health policy", "Health legislation", "Policy evaluation", "Policy analysis", "Policy formulation", "Regulation", "Governance", "Global initiatives and organizations ", "Universal Health Care", "Expansion", "Health insurance", "Coverage", "Funding and investment", "Health planning", "Health reform", "Policy monitoring", "Public health campaign", "Policy lobbying", "Patient advocacy", "Justice", "Awareness campaign", "Education", "Corporate accountability", "Social determinants of health", "Empowerment", "Community", "Peer support", "Civil society", "Patient education", "Parent education", "Educational materials", "Community heatlh education", "Awareness ", "Community engagement", "Health literacy", "Medical education", "Training program", "Technology education", "Medical devices", "Information Dissemination", "Digital health", "Behavioral change", "Nutrition education", "Risk communication", "Sector integration" +] + +TERMS = [ + '"Noncommunicable+Diseases"', # NCDs (All) + '"Diabetes+Mellitus"', # Diabetes (type 1 or 2) + '"Neoplasms"', # Cancer + '"Respiratory+Tract+Diseases"', # Chronic respiratory disease + '"Cardiovascular+Diseases"', # Cardiovascular diseases + '"Mental+Health"', # Mental Health + '"Diabetes+Mellitus%2C+Type+1"', # Diabetes type 1 + '"Diabetes+Mellitus%2C+Type+2"' # Diabetes type 2 +] + +INTERVALS = [ + #"day", + #"week", + "month" +] + +RESULTS_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), "./results")) + +def get_count_for_year(year, term, interval = "month"): + current_date = datetime(year, 1, 1) + counts = [] + + while(current_date < datetime(year, 12, 31)): + if interval == "day": + next_date = current_date + timedelta(days=1) + elif interval == "week": + next_date = current_date + timedelta(weeks=1) + elif interval == "month": + next_date = (current_date.replace(day=28) + timedelta(days=4)).replace(day=1) + + url = f'https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term={term}&retmode=json&mindate={current_date.strftime("%Y/%m/%d")}&maxdate={next_date.strftime("%Y/%m/%d")}&usehistory=y' + response = get(url) + search_res = response.json() + counts.append(int(search_res["esearchresult"]["count"])) + + current_date = next_date + time.sleep(1) # si plus de 3 requĂȘtes par seconde sinon adresse IP bann (normalement) + + max_count = max(counts) + min_count = min(counts) + avg_count = sum(counts) / len(counts) + + return {"max": max_count, "min": min_count, "avg": avg_count} + +data = {} + +for term in TERMS: + data[term] = {} + + ncd_mesh = term + "[Mesh]" + print("TERM: ", ncd_mesh) + + for keyword in KEYWORDS: + data[term][keyword] = {} + + keyword_term = keyword.replace(" ", "+").replace("&", "%26").replace("/", "%2F") + + print("KEYWORD: ", keyword_term) + + search_term = ncd_mesh + '+AND+"' + keyword_term + '"' + + print("SEARCH: ", search_term) + + for interval in INTERVALS: + print("INTERVAL: ", interval) + counts = get_count_for_year(2024, search_term, interval) + print(counts) + data[term][keyword][interval] = counts + + with open(f"{RESULTS_DIR}/{term}.txt", "w+") as file: + print(data[term], file=file) + +print("DATA: ", data) \ No newline at end of file diff --git a/dataSources/PubMed/keyword_to_mesh.py b/dataSources/PubMed/keyword_to_mesh.py new file mode 100644 index 0000000000000000000000000000000000000000..3cffdb638b86ec3bc34691270dca8fff130fc984 --- /dev/null +++ b/dataSources/PubMed/keyword_to_mesh.py @@ -0,0 +1,37 @@ +from requests import get +import time +import os + +KEYWORDS = [ + "Availability", "Affordability", "Essential medecins", "Care therapy", "Care health", "Health Expenditures", "Health care costs", "Market", "Special populations", "Child Health", "Womens Health", "Age", "Minority", "Primary Care", "Specialty Care", "Patient acceptance", "Patient centered care", "Prevention and control", "Mass screening", "Palliative care", "Quality", "Telemedicine", "Digital health", "Supplies", "Human Resources", "Enablers/barriers", "Gender equity", "Racial", "Equity", "Clinical", "Health promotion", "Health education", "Research & Innovation", "Therapeutic Development", "Technological Development", "Self-management", "Self-monitoring", "Dosing", "Injections", "Primary Care", "Secondary Care", "Integrated Care", "Treatment management", "Immunization", "Vaccination", "Prevention and control", "Mass screening", "Palliative care", "Adherence", "Control", "Rehabilitation services", "Clinical guidelines", "Health policy", "Healthcare policy", "National health policy", "Regional health policy", "Health legislation", "Policy evaluation", "Policy analysis", "Policy formulation", "Regulation", "Governance", "Global initiatives and organizations ", "Universal Health Care", "Expansion", "Health insurance", "Coverage", "Funding and investment", "Health planning", "Health reform", "Policy monitoring", "Public health campaign", "Policy lobbying", "Patient advocacy", "Justice", "Awareness campaign", "Education", "Corporate accountability", "Social determinants of health", "Empowerment", "Community", "Peer support", "Civil society", "Patient education", "Parent education", "Educational materials", "Community heatlh education", "Awareness ", "Community engagement", "Health literacy", "Medical education", "Training program", "Technology education", "Medical devices", "Information Dissemination", "Digital health", "Behavioral change", "Nutrition education", "Risk communication", "Sector integration" +] + +RESULTS_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), "./results")) + +with open(f"{RESULTS_DIR}/keywords_mesh_terms.txt", "w+") as file: + + for keyword in KEYWORDS: + print(keyword) + print("--------------------------------", file=file) + print(f"{keyword}: ", file=file) + print("", file=file) + + search_term = keyword.replace(" ", "+").replace("&", "%26").replace("/", "%2F") + + url = f'https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term={search_term}&retmode=json' + response = get(url) + search_res = response.json() + + translation = search_res["esearchresult"]["querytranslation"] + + terms = translation.replace("AND", "|").replace("OR", "|").replace("(", "").replace(")", "").split("|") + + for term in terms: + term = term.strip() + + if term.endswith("[MeSH Terms]"): + print(term, file=file) + + print("--------------------------------", file=file) + + time.sleep(1) \ No newline at end of file diff --git a/dataSources/PubMed/results/keywords_mesh_terms.txt b/dataSources/PubMed/results/keywords_mesh_terms.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dbdc3a9bbb48934c118c12daae4f6f7702fac36 --- /dev/null +++ b/dataSources/PubMed/results/keywords_mesh_terms.txt @@ -0,0 +1,518 @@ +-------------------------------- +Availability: + +-------------------------------- +-------------------------------- +Affordability: + +"costs and cost analysis"[MeSH Terms] +-------------------------------- +-------------------------------- +Essential medecins: + +-------------------------------- +-------------------------------- +Care therapy: + +"therapeutics"[MeSH Terms] +-------------------------------- +-------------------------------- +Care health: + +-------------------------------- +-------------------------------- +Health Expenditures: + +"health expenditures"[MeSH Terms] +-------------------------------- +-------------------------------- +Health care costs: + +"health care costs"[MeSH Terms] +-------------------------------- +-------------------------------- +Market: + +"marketing"[MeSH Terms] +-------------------------------- +-------------------------------- +Special populations: + +"medicine"[MeSH Terms] +"specialization"[MeSH Terms] +"population"[MeSH Terms] +"population groups"[MeSH Terms] +-------------------------------- +-------------------------------- +Child Health: + +"child health"[MeSH Terms] +-------------------------------- +-------------------------------- +Womens Health: + +-------------------------------- +-------------------------------- +Age: + +-------------------------------- +-------------------------------- +Minority: + +"minority groups"[MeSH Terms] +"minors"[MeSH Terms] +-------------------------------- +-------------------------------- +Primary Care: + +"primary health care"[MeSH Terms] +-------------------------------- +-------------------------------- +Specialty Care: + +"medicine"[MeSH Terms] +"specialization"[MeSH Terms] +-------------------------------- +-------------------------------- +Patient acceptance: + +"patients"[MeSH Terms] +-------------------------------- +-------------------------------- +Patient centered care: + +"patient centered care"[MeSH Terms] +-------------------------------- +-------------------------------- +Prevention and control: + +-------------------------------- +-------------------------------- +Mass screening: + +"mass screening"[MeSH Terms] +-------------------------------- +-------------------------------- +Palliative care: + +"palliative care"[MeSH Terms] +-------------------------------- +-------------------------------- +Quality: + +-------------------------------- +-------------------------------- +Telemedicine: + +"telemedicine"[MeSH Terms] +-------------------------------- +-------------------------------- +Digital health: + +"digital health"[MeSH Terms] +-------------------------------- +-------------------------------- +Supplies: + +"equipment and supplies"[MeSH Terms] +-------------------------------- +-------------------------------- +Human Resources: + +"workforce"[MeSH Terms] +-------------------------------- +-------------------------------- +Enablers/barriers: + +-------------------------------- +-------------------------------- +Gender equity: + +"gender equity"[MeSH Terms] +-------------------------------- +-------------------------------- +Racial: + +-------------------------------- +-------------------------------- +Equity: + +-------------------------------- +-------------------------------- +Clinical: + +"ambulatory care facilities"[MeSH Terms] +-------------------------------- +-------------------------------- +Health promotion: + +"health promotion"[MeSH Terms] +-------------------------------- +-------------------------------- +Health education: + +"health education"[MeSH Terms] +-------------------------------- +-------------------------------- +Research & Innovation: + +"research personnel"[MeSH Terms] +"research"[MeSH Terms] +"creativity"[MeSH Terms] +-------------------------------- +-------------------------------- +Therapeutic Development: + +"therapeutics"[MeSH Terms] +-------------------------------- +-------------------------------- +Technological Development: + +-------------------------------- +-------------------------------- +Self-management: + +"self management"[MeSH Terms] +-------------------------------- +-------------------------------- +Self-monitoring: + +-------------------------------- +-------------------------------- +Dosing: + +-------------------------------- +-------------------------------- +Injections: + +"injections"[MeSH Terms] +-------------------------------- +-------------------------------- +Primary Care: + +"primary health care"[MeSH Terms] +-------------------------------- +-------------------------------- +Secondary Care: + +"secondary care"[MeSH Terms] +-------------------------------- +-------------------------------- +Integrated Care: + +-------------------------------- +-------------------------------- +Treatment management: + +"patient care management"[MeSH Terms] +-------------------------------- +-------------------------------- +Immunization: + +"vaccination"[MeSH Terms] +"immunization"[MeSH Terms] +"immunity"[MeSH Terms] +-------------------------------- +-------------------------------- +Vaccination: + +"vaccination"[MeSH Terms] +"vaccines"[MeSH Terms] +-------------------------------- +-------------------------------- +Prevention and control: + +-------------------------------- +-------------------------------- +Mass screening: + +"mass screening"[MeSH Terms] +-------------------------------- +-------------------------------- +Palliative care: + +"palliative care"[MeSH Terms] +-------------------------------- +-------------------------------- +Adherence: + +-------------------------------- +-------------------------------- +Control: + +"control groups"[MeSH Terms] +-------------------------------- +-------------------------------- +Rehabilitation services: + +"rehabilitation"[MeSH Terms] +-------------------------------- +-------------------------------- +Clinical guidelines: + +"ambulatory care facilities"[MeSH Terms] +"guidelines as topic"[MeSH Terms] +-------------------------------- +-------------------------------- +Health policy: + +"health policy"[MeSH Terms] +-------------------------------- +-------------------------------- +Healthcare policy: + +"health policy"[MeSH Terms] +-------------------------------- +-------------------------------- +National health policy: + +"health policy"[MeSH Terms] +-------------------------------- +-------------------------------- +Regional health policy: + +"geographic locations"[MeSH Terms] +"health policy"[MeSH Terms] +-------------------------------- +-------------------------------- +Health legislation: + +"legislation as topic"[MeSH Terms] +-------------------------------- +-------------------------------- +Policy evaluation: + +"policy"[MeSH Terms] +-------------------------------- +-------------------------------- +Policy analysis: + +"policy making"[MeSH Terms] +-------------------------------- +-------------------------------- +Policy formulation: + +"policy"[MeSH Terms] +"drug compounding"[MeSH Terms] +-------------------------------- +-------------------------------- +Regulation: + +"social control, formal"[MeSH Terms] +-------------------------------- +-------------------------------- +Governance: + +"government"[MeSH Terms] +-------------------------------- +-------------------------------- +Global initiatives and organizations : + +"internationality"[MeSH Terms] +"organizations"[MeSH Terms] +-------------------------------- +-------------------------------- +Universal Health Care: + +"universal health care"[MeSH Terms] +-------------------------------- +-------------------------------- +Expansion: + +-------------------------------- +-------------------------------- +Health insurance: + +"insurance, health"[MeSH Terms] +-------------------------------- +-------------------------------- +Coverage: + +-------------------------------- +-------------------------------- +Funding and investment: + +"economics"[MeSH Terms] +"financial management"[MeSH Terms] +"investments"[MeSH Terms] +-------------------------------- +-------------------------------- +Health planning: + +"health planning"[MeSH Terms] +-------------------------------- +-------------------------------- +Health reform: + +"health"[MeSH Terms] +-------------------------------- +-------------------------------- +Policy monitoring: + +"policy"[MeSH Terms] +-------------------------------- +-------------------------------- +Public health campaign: + +"public health"[MeSH Terms] +-------------------------------- +-------------------------------- +Policy lobbying: + +"policy"[MeSH Terms] +"lobbying"[MeSH Terms] +-------------------------------- +-------------------------------- +Patient advocacy: + +"patient advocacy"[MeSH Terms] +-------------------------------- +-------------------------------- +Justice: + +"social justice"[MeSH Terms] +-------------------------------- +-------------------------------- +Awareness campaign: + +"awareness"[MeSH Terms] +-------------------------------- +-------------------------------- +Education: + +"educational status"[MeSH Terms] +"education"[MeSH Terms] +"teaching"[MeSH Terms] +-------------------------------- +-------------------------------- +Corporate accountability: + +"social responsibility"[MeSH Terms] +-------------------------------- +-------------------------------- +Social determinants of health: + +"social determinants of health"[MeSH Terms] +-------------------------------- +-------------------------------- +Empowerment: + +"empowerment"[MeSH Terms] +-------------------------------- +-------------------------------- +Community: + +"residence characteristics"[MeSH Terms] +-------------------------------- +-------------------------------- +Peer support: + +-------------------------------- +-------------------------------- +Civil society: + +"civilization"[MeSH Terms] +"societies"[MeSH Terms] +-------------------------------- +-------------------------------- +Patient education: + +"patient education as topic"[MeSH Terms] +-------------------------------- +-------------------------------- +Parent education: + +"parenting"[MeSH Terms] +"parents"[MeSH Terms] +"educational status"[MeSH Terms] +"education"[MeSH Terms] +"teaching"[MeSH Terms] +-------------------------------- +-------------------------------- +Educational materials: + +"educational status"[MeSH Terms] +"education"[MeSH Terms] +"teaching"[MeSH Terms] +-------------------------------- +-------------------------------- +Community heatlh education: + +"residence characteristics"[MeSH Terms] +"educational status"[MeSH Terms] +"education"[MeSH Terms] +"teaching"[MeSH Terms] +-------------------------------- +-------------------------------- +Awareness : + +"awareness"[MeSH Terms] +-------------------------------- +-------------------------------- +Community engagement: + +"residence characteristics"[MeSH Terms] +"social participation"[MeSH Terms] +-------------------------------- +-------------------------------- +Health literacy: + +"health literacy"[MeSH Terms] +-------------------------------- +-------------------------------- +Medical education: + +"education, medical"[MeSH Terms] +-------------------------------- +-------------------------------- +Training program: + +"education"[MeSH Terms] +-------------------------------- +-------------------------------- +Technology education: + +"technology"[MeSH Terms] +"educational status"[MeSH Terms] +"education"[MeSH Terms] +"teaching"[MeSH Terms] +-------------------------------- +-------------------------------- +Medical devices: + +"equipment and supplies"[MeSH Terms] +-------------------------------- +-------------------------------- +Information Dissemination: + +"information dissemination"[MeSH Terms] +-------------------------------- +-------------------------------- +Digital health: + +"digital health"[MeSH Terms] +-------------------------------- +-------------------------------- +Behavioral change: + +"behavior"[MeSH Terms] +-------------------------------- +-------------------------------- +Nutrition education: + +"nutritional status"[MeSH Terms] +"nutritional sciences"[MeSH Terms] +"educational status"[MeSH Terms] +"education"[MeSH Terms] +"teaching"[MeSH Terms] +-------------------------------- +-------------------------------- +Risk communication: + +"risk"[MeSH Terms] +"communication"[MeSH Terms] +-------------------------------- +-------------------------------- +Sector integration: + +-------------------------------- diff --git "a/dataSources/PubMed/results/tmp/\"Diabetes+Mellitus\".json" "b/dataSources/PubMed/results/tmp/\"Diabetes+Mellitus\".json" new file mode 100644 index 0000000000000000000000000000000000000000..2f1225b2c0c0a34e23afddf6c991fc0d34f665b5 --- /dev/null +++ "b/dataSources/PubMed/results/tmp/\"Diabetes+Mellitus\".json" @@ -0,0 +1 @@ +{'Availability': {'week': {'max': 18, 'min': 2, 'avg': 6.452830188679245}, 'month': {'max': 39, 'min': 16, 'avg': 24.916666666666668}}, 'Affordability': {'week': {'max': 3, 'min': 0, 'avg': 0.5094339622641509}, 'month': {'max': 6, 'min': 0, 'avg': 2.1666666666666665}}, 'Essential medecins': {'week': {'max': 0, 'min': 0, 'avg': 0.0}, 'month': {'max': 0, 'min': 0, 'avg': 0.0}}, 'Care therapy': {'week': {'max': 1, 'min': 0, 'avg': 0.09433962264150944}, 'month': {'max': 2, 'min': 0, 'avg': 0.4166666666666667}}, 'Care health': {'week': {'max': 3, 'min': 0, 'avg': 0.7924528301886793}, 'month': {'max': 7, 'min': 1, 'avg': 2.9166666666666665}}, 'Health Expenditures': {'week': {'max': 3, 'min': 0, 'avg': 0.8113207547169812}, 'month': {'max': 6, 'min': 0, 'avg': 3.1666666666666665}}, 'Health care costs': {'week': {'max': 4, 'min': 0, 'avg': 1.320754716981132}, 'month': {'max': 8, 'min': 3, 'avg': 5.5}}, 'Market': {'week': {'max': 7, 'min': 0, 'avg': 1.6603773584905661}, 'month': {'max': 16, 'min': 3, 'avg': 6.333333333333333}}, 'Special populations': {'week': {'max': 2, 'min': 0, 'avg': 0.1320754716981132}, 'month': {'max': 3, 'min': 0, 'avg': 0.6666666666666666}}, 'Child Health': {'week': {'max': 15, 'min': 4, 'avg': 8.735849056603774}, 'month': {'max': 41, 'min': 28, 'avg': 33.666666666666664}}, 'Womens Health': {'week': {'max': 8, 'min': 0, 'avg': 2.452830188679245}, 'month': {'max': 17, 'min': 5, 'avg': 9.916666666666666}}, 'Age': {'week': {'max': 157, 'min': 38, 'avg': 103.0754716981132}, 'month': {'max': 532, 'min': 281, 'avg': 408.0}}, 'Minority': {'week': {'max': 7, 'min': 0, 'avg': 2.660377358490566}, 'month': {'max': 16, 'min': 5, 'avg': 10.916666666666666}}, 'Primary Care': {'week': {'max': 27, 'min': 3, 'avg': 14.69811320754717}, 'month': {'max': 73, 'min': 42, 'avg': 57.916666666666664}}, 'Specialty Care': {'week': {'max': 2, 'min': 0, 'avg': 0.16981132075471697}, 'month': {'max': 2, 'min': 0, 'avg': 0.6666666666666666}}, 'Patient acceptance': {'week': {'max': 5, 'min': 0, 'avg': 1.3773584905660377}, 'month': {'max': 10, 'min': 2, 'avg': 5.166666666666667}}, 'Patient centered care': {'week': {'max': 4, 'min': 0, 'avg': 0.9433962264150944}, 'month': {'max': 7, 'min': 2, 'avg': 3.8333333333333335}}, 'Prevention and control': {'week': {'max': 48, 'min': 16, 'avg': 32.0377358490566}, 'month': {'max': 163, 'min': 93, 'avg': 127.25}}, 'Mass screening': {'week': {'max': 9, 'min': 0, 'avg': 4.509433962264151}, 'month': {'max': 27, 'min': 8, 'avg': 17.583333333333332}}, 'Palliative care': {'week': {'max': 5, 'min': 0, 'avg': 0.9433962264150944}, 'month': {'max': 7, 'min': 0, 'avg': 3.75}}, 'Quality': {'week': {'max': 59, 'min': 14, 'avg': 44.0377358490566}, 'month': {'max': 226, 'min': 121, 'avg': 173.25}}, 'Telemedicine': {'week': {'max': 11, 'min': 1, 'avg': 4.09433962264151}, 'month': {'max': 26, 'min': 10, 'avg': 16.166666666666668}}, 'Digital health': {'week': {'max': 5, 'min': 0, 'avg': 2.2452830188679247}, 'month': {'max': 15, 'min': 4, 'avg': 9.083333333333334}}, 'Supplies': {'week': {'max': 4, 'min': 0, 'avg': 0.9811320754716981}, 'month': {'max': 10, 'min': 2, 'avg': 4.0}}, 'Human Resources': {'week': {'max': 2, 'min': 0, 'avg': 0.49056603773584906}, 'month': {'max': 6, 'min': 1, 'avg': 1.9166666666666667}}, 'Enablers/barriers': {'week': {'max': 0, 'min': 0, 'avg': 0.0}, 'month': {'max': 0, 'min': 0, 'avg': 0.0}}, 'Gender equity': {'week': {'max': 0, 'min': 0, 'avg': 0.0}, 'month': {'max': 0, 'min': 0, 'avg': 0.0}}, 'Racial': {'week': {'max': 8, 'min': 0, 'avg': 3.056603773584906}, 'month': {'max': 24, 'min': 4, 'avg': 13.0}}, 'Equity': {'week': {'max': 9, 'min': 1, 'avg': 5.113207547169812}, 'month': {'max': 25, 'min': 11, 'avg': 19.25}}, 'Clinical': {'week': {'max': 273, 'min': 93, 'avg': 195.56603773584905}, 'month': {'max': 985, 'min': 635, 'avg': 765.5}}, 'Health promotion': {'week': {'max': 9, 'min': 1, 'avg': 5.2075471698113205}, 'month': {'max': 29, 'min': 17, 'avg': 21.166666666666668}}, 'Health education': {'week': {'max': 13, 'min': 0, 'avg': 3.3773584905660377}, 'month': {'max': 26, 'min': 8, 'avg': 13.666666666666666}}, 'Research & Innovation': {'week': {'max': 3, 'min': 0, 'avg': 0.7735849056603774}, 'month': {'max': 7, 'min': 0, 'avg': 3.0}}, 'Therapeutic Development': {'week': {'max': 1, 'min': 0, 'avg': 0.11320754716981132}, 'month': {'max': 2, 'min': 0, 'avg': 0.5}}, 'Technological Development': {'week': {'max': 3, 'min': 0, 'avg': 0.6226415094339622}, 'month': {'max': 5, 'min': 1, 'avg': 2.8333333333333335}}, 'Self-management': {'week': {'max': 16, 'min': 3, 'avg': 9.037735849056604}, 'month': {'max': 47, 'min': 28, 'avg': 35.75}}, 'Self-monitoring': {'week': {'max': 39, 'min': 6, 'avg': 15.622641509433961}, 'month': {'max': 86, 'min': 39, 'avg': 60.333333333333336}}, 'Dosing': {'week': {'max': 7, 'min': 0, 'avg': 2.452830188679245}, 'month': {'max': 14, 'min': 6, 'avg': 10.083333333333334}}, 'Injections': {'week': {'max': 20, 'min': 3, 'avg': 9.471698113207546}, 'month': {'max': 44, 'min': 28, 'avg': 37.083333333333336}}, 'Secondary Care': {'week': {'max': 3, 'min': 0, 'avg': 0.49056603773584906}, 'month': {'max': 6, 'min': 0, 'avg': 2.0}}, 'Integrated Care': {'week': {'max': 6, 'min': 0, 'avg': 1.2452830188679245}, 'month': {'max': 9, 'min': 2, 'avg': 4.75}}, 'Treatment management': {'week': {'max': 3, 'min': 0, 'avg': 0.2641509433962264}, 'month': {'max': 4, 'min': 0, 'avg': 1.0}}, 'Immunization': {'week': {'max': 2, 'min': 0, 'avg': 0.41509433962264153}, 'month': {'max': 4, 'min': 0, 'avg': 1.6666666666666667}}, 'Vaccination': {'week': {'max': 4, 'min': 0, 'avg': 1.490566037735849}, 'month': {'max': 11, 'min': 1, 'avg': 5.583333333333333}}, 'Adherence': {'week': {'max': 23, 'min': 6, 'avg': 13.528301886792454}, 'month': {'max': 69, 'min': 41, 'avg': 52.5}}, 'Control': {'week': {'max': 178, 'min': 67, 'avg': 136.9433962264151}, 'month': {'max': 621, 'min': 416, 'avg': 541.0}}, 'Rehabilitation services': {'week': {'max': 1, 'min': 0, 'avg': 0.09433962264150944}, 'month': {'max': 1, 'min': 0, 'avg': 0.3333333333333333}}, 'Clinical guidelines': {'week': {'max': 4, 'min': 0, 'avg': 1.6415094339622642}, 'month': {'max': 11, 'min': 2, 'avg': 6.416666666666667}}, 'Health policy': {'week': {'max': 11, 'min': 0, 'avg': 5.245283018867925}, 'month': {'max': 30, 'min': 12, 'avg': 20.833333333333332}}, 'Healthcare policy': {'week': {'max': 1, 'min': 0, 'avg': 0.22641509433962265}, 'month': {'max': 3, 'min': 0, 'avg': 0.9166666666666666}}, 'National health policy': {'week': {'max': 0, 'min': 0, 'avg': 0.0}, 'month': {'max': 0, 'min': 0, 'avg': 0.0}}, 'Regional health policy': {'week': {'max': 0, 'min': 0, 'avg': 0.0}, 'month': {'max': 0, 'min': 0, 'avg': 0.0}}, 'Health legislation': {'week': {'max': 0, 'min': 0, 'avg': 0.0}, 'month': {'max': 0, 'min': 0, 'avg': 0.0}}, 'Policy evaluation': {'week': {'max': 1, 'min': 0, 'avg': 0.1320754716981132}, 'month': {'max': 1, 'min': 0, 'avg': 0.5}}, 'Policy analysis': {'week': {'max': 2, 'min': 0, 'avg': 0.09433962264150944}, 'month': {'max': 2, 'min': 0, 'avg': 0.4166666666666667}}, 'Policy formulation': {'week': {'max': 1, 'min': 0, 'avg': 0.018867924528301886}, 'month': {'max': 1, 'min': 0, 'avg': 0.08333333333333333}}, 'Regulation': {'week': {'max': 39, 'min': 11, 'avg': 24.60377358490566}, 'month': {'max': 109, 'min': 85, 'avg': 95.83333333333333}}, 'Governance': {'week': {'max': 2, 'min': 0, 'avg': 0.49056603773584906}, 'month': {'max': 5, 'min': 0, 'avg': 1.8333333333333333}}, 'Global initiatives and organizations ': {'week': {'max': 2, 'min': 0, 'avg': 0.2830188679245283}, 'month': {'max': 2, 'min': 0, 'avg': 1.0833333333333333}}, 'Universal Health Care': {'week': {'max': 1, 'min': 0, 'avg': 0.05660377358490566}, 'month': {'max': 1, 'min': 0, 'avg': 0.25}}, 'Expansion': {'week': {'max': 8, 'min': 0, 'avg': 2.0943396226415096}, 'month': {'max': 16, 'min': 2, 'avg': 8.333333333333334}}, 'Health insurance': {'week': {'max': 10, 'min': 0, 'avg': 5.09433962264151}, 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{'week': {'max': 2, 'min': 0, 'avg': 0.18867924528301888 + }, 'month': {'max': 3, 'min': 0, 'avg': 0.75 + } + }, 'Training program': {'week': {'max': 1, 'min': 0, 'avg': 0.03773584905660377 + }, 'month': {'max': 2, 'min': 0, 'avg': 0.25 + } + }, 'Technology education': {'week': {'max': 0, 'min': 0, 'avg': 0.0 + }, 'month': {'max': 0, 'min': 0, 'avg': 0.0 + } + }, 'Medical devices': {'week': {'max': 1, 'min': 0, 'avg': 0.03773584905660377 + }, 'month': {'max': 1, 'min': 0, 'avg': 0.08333333333333333 + } + }, 'Information Dissemination': {'week': {'max': 1, 'min': 0, 'avg': 0.018867924528301886 + }, 'month': {'max': 1, 'min': 0, 'avg': 0.08333333333333333 + } + }, 'Behavioral change': {'week': {'max': 1, 'min': 0, 'avg': 0.09433962264150944 + }, 'month': {'max': 1, 'min': 0, 'avg': 0.3333333333333333 + } + }, 'Nutrition education': {'week': {'max': 1, 'min': 0, 'avg': 0.05660377358490566 + }, 'month': {'max': 1, 'min': 0, 'avg': 0.16666666666666666 + } + }, 'Risk communication': {'week': {'max': 0, 'min': 0, 'avg': 0.0 + }, 'month': {'max': 0, 'min': 0, 'avg': 0.0 + } + }, 'Sector integration': {'week': {'max': 0, 'min': 0, 'avg': 0.0 + }, 'month': {'max': 0, 'min': 0, 'avg': 0.0 + } + } +} \ No newline at end of file diff --git a/models/LLM/ChatGpt/doc/ChatGpt.md b/models/LLM/ChatGpt/doc/ChatGpt.md new file mode 100644 index 0000000000000000000000000000000000000000..2cd49024ad583f5dd5faebd50da8d4b42d2c9bda --- /dev/null +++ b/models/LLM/ChatGpt/doc/ChatGpt.md @@ -0,0 +1,18 @@ +# ChatGpt + +## Pricing + +Model: Pay as you go + +Prices: + + + +Adding money: + + + +## Sources + +- https://platform.openai.com/docs/pricing +- https://platform.openai.com/docs \ No newline at end of file diff --git a/models/LLM/ChatGpt/doc/img/OpenAI_adding_credits.png b/models/LLM/ChatGpt/doc/img/OpenAI_adding_credits.png new file mode 100644 index 0000000000000000000000000000000000000000..afb9737ee936abb0d070f8fe5452f9f540f4d49f Binary files /dev/null and b/models/LLM/ChatGpt/doc/img/OpenAI_adding_credits.png differ diff --git a/models/LLM/ChatGpt/doc/img/OpenAI_models_pricing.png b/models/LLM/ChatGpt/doc/img/OpenAI_models_pricing.png new file mode 100644 index 0000000000000000000000000000000000000000..da6aee243e376518b51c15a31ea501fd4e09cbab Binary files /dev/null and b/models/LLM/ChatGpt/doc/img/OpenAI_models_pricing.png differ diff --git a/models/LLM/Claude/doc/Claude.md b/models/LLM/Claude/doc/Claude.md new file mode 100644 index 0000000000000000000000000000000000000000..ae3382f3b69a4f7ea588f2bf6e46b5c0c62f01ef --- /dev/null +++ b/models/LLM/Claude/doc/Claude.md @@ -0,0 +1,18 @@ +# Claude + +## Pricing + +Model: Pay as you go + +Models: + + + +Prices: + + + +## Sources + +- https://www.anthropic.com/api +- https://www.anthropic.com/pricing#anthropic-api \ No newline at end of file diff --git a/models/LLM/Claude/doc/img/Claude_models.png b/models/LLM/Claude/doc/img/Claude_models.png new file mode 100644 index 0000000000000000000000000000000000000000..ccf4c071997ac678aea6034908d4f25f8b093d37 Binary files /dev/null and b/models/LLM/Claude/doc/img/Claude_models.png differ diff --git a/models/LLM/Claude/doc/img/Claude_models_pricing.png b/models/LLM/Claude/doc/img/Claude_models_pricing.png new file mode 100644 index 0000000000000000000000000000000000000000..9f2ec04c9ac653f9722135cfe55e6d35299eaf49 Binary files /dev/null and b/models/LLM/Claude/doc/img/Claude_models_pricing.png differ diff --git a/models/LLM/MistralAI/doc/MistralAI.md b/models/LLM/MistralAI/doc/MistralAI.md new file mode 100644 index 0000000000000000000000000000000000000000..8871c4f60fb681d069d54539da789eed3bbc5ae4 --- /dev/null +++ b/models/LLM/MistralAI/doc/MistralAI.md @@ -0,0 +1,9 @@ +# Mistral AI + +## Pricing + +Model: Pay as you go + +Prices: + +- See: https://mistral.ai/products/la-plateforme#pricing \ No newline at end of file