{"id":"W4367172233","doi":"10.1016/j.cjca.2023.02.055","title":"Polycystic Ovary Syndrome: Increased Incidence of Cardiovascular Disease in a Canadian Population Cohort","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Polycystic ovary; Incidence (geometry); Metabolic syndrome; Type 2 diabetes; Epidemiology; Disease; Population; Internal medicine; Cohort; Diabetes mellitus; Obesity; Endocrinology; Insulin resistance; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005366717,0.0007367785,0.000748018,0.00194263,0.003586254,0.001818988,0.001936758,0.001310258,0.00434609],"category_scores_gemma":[0.001793721,0.0008424509,0.00128244,0.004340105,0.0007314347,0.0006661846,0.001064382,0.001633122,0.0004008326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111636,"about_ca_system_score_gemma":0.01665917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9785169,"about_ca_topic_score_gemma":0.9764782,"domain_scores_codex":[0.9990171,0.0000538474,0.00005386281,0.0002373612,0.000327786,0.0003100312],"domain_scores_gemma":[0.9986851,0.00004419672,0.0002540444,0.00006762649,0.0005278852,0.0004211647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009594792,0.00003613684,0.9966281,0.00001834806,0.0001224288,0.0001711193,0.0003416574,0.00005258676,0.0002181524,0.00008595797,0.00111535,0.001114174],"study_design_scores_gemma":[0.000009267631,0.00001602033,0.9985371,0.0000136933,0.00004732276,0.0001667568,0.0006137986,0.0001474954,0.0000134221,0.00002877138,0.0003942309,0.00001220272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902182,0.0009668536,0.0001299813,0.0006456182,0.00004248174,0.00004261292,0.004866453,0.00001820849,0.003069622],"genre_scores_gemma":[0.9963877,0.0006872104,0.000129233,0.0001741407,0.00002351328,0.0000191499,0.001722622,0.000008449269,0.0008479485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02148312,"threshold_uncertainty_score":0.080998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164102638222282,"score_gpt":0.2286087042997435,"score_spread":0.2169676779175207,"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."}}