{"id":"W4392571516","doi":"10.1136/bmjopen-2023-077116","title":"Kharameh cohort study (KHCS) on non-communicable diseases and preliminary findings of 3-year follow-up","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetes mellitus; Epidemiology; Incidence (geometry); Cohort; Cohort study; Prospective cohort study; Disease; Ischaemic heart disease; Obesity; Pediatrics; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189597,0.0004298401,0.000338176,0.001296776,0.0009376518,0.0005499788,0.0007408677,0.0006870073,0.002476856],"category_scores_gemma":[0.00416577,0.0003505871,0.000710854,0.0021104,0.0002128139,0.0006443374,0.0007770661,0.0007366384,0.0006051767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250516,"about_ca_system_score_gemma":0.001309304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01529021,"about_ca_topic_score_gemma":0.01830956,"domain_scores_codex":[0.99875,0.0003571582,0.0001502818,0.0001897196,0.0003427675,0.0002101135],"domain_scores_gemma":[0.9975331,0.0002504915,0.0006696634,0.0002969062,0.0008743149,0.0003756018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003113086,0.00008376401,0.9955757,0.00004806462,0.000125539,0.00007998545,0.0002533297,0.0000278013,0.0001201432,0.00007850694,0.0009548505,0.002341021],"study_design_scores_gemma":[0.0000299889,0.00009032859,0.9984897,0.00002749046,0.00005430692,0.0001052804,0.0001786573,0.00004611571,0.00003026746,0.00003168885,0.000910681,0.000005490441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785245,0.001095996,0.0005597576,0.0002949577,0.0000995632,0.0006279992,0.01624859,0.00001789225,0.002530695],"genre_scores_gemma":[0.9838133,0.000761489,0.001132683,0.000223324,0.0001003373,0.00107841,0.01152842,0.000009875849,0.001352173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01529021,"threshold_uncertainty_score":0.03040242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06738300486180145,"score_gpt":0.3925800237852081,"score_spread":0.3251970189234067,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}