{"id":"W3206391187","doi":"10.2337/dc21-0437","title":"Polycystic Ovary Syndrome, Combined Oral Contraceptives, and the Risk of Dysglycemia: A Population-Based Cohort Study With a Nested Pharmacoepidemiological Case-Control Study","year":2021,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Ovarian function and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Polycystic ovary; Hazard ratio; Population; Nested case-control study; Odds ratio; Obstetrics; Retrospective cohort study; Type 2 diabetes; Cohort study; Internal medicine; Gynecology; Diabetes mellitus; Endocrinology; Confidence interval; Insulin resistance; Environmental health","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":[0.001509343,0.0005647334,0.0006300518,0.000886491,0.001024805,0.00107393,0.000818116,0.0008427086,0.00102484],"category_scores_gemma":[0.002705903,0.001088653,0.001454712,0.001589036,0.0005052655,0.0004329576,0.0007257253,0.0009770092,0.0002252215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000688654,"about_ca_system_score_gemma":0.0009088399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0256111,"about_ca_topic_score_gemma":0.0260507,"domain_scores_codex":[0.998585,0.0004125478,0.0001268641,0.0004848681,0.0002677464,0.000122969],"domain_scores_gemma":[0.9982181,0.0002282574,0.0005733763,0.0004670879,0.0002303945,0.0002827587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003181663,0.0002131099,0.9975115,0.00001334281,0.0005128063,0.0001745166,0.0001054279,0.0000365529,0.0004953999,0.00002680713,0.0001411525,0.0004511209],"study_design_scores_gemma":[0.0001588039,0.0002560726,0.9978104,0.00001115877,0.0003013531,0.0005609913,0.0001554834,0.0004133648,0.00007084744,0.00002601586,0.0002271858,0.000008310499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984535,0.0002418183,0.0002416339,0.00005734367,0.00001448406,0.0000623735,0.0007213195,0.00000519821,0.0002023559],"genre_scores_gemma":[0.9983944,0.0001294826,0.000466517,0.00007082896,0.00001903275,0.00006996346,0.0006813338,0.000002981146,0.0001654219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0256111,"threshold_uncertainty_score":0.05092406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103115039259919,"score_gpt":0.2604932287206687,"score_spread":0.2501817247946768,"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."}}