{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006569474,0.0002370934,0.0009198166,0.00007828194,0.0001734303,0.00002125795,0.00005428134,0.00008104281,0.0001494211],"category_scores_gemma":[0.001009925,0.0001396255,0.0001092782,0.0003638783,0.0001653232,0.00004312888,0.00002593841,0.0003253357,0.00000363063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004044703,"about_ca_system_score_gemma":0.0001094491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003610244,"about_ca_topic_score_gemma":0.0001929971,"domain_scores_codex":[0.997345,0.001287831,0.0004321901,0.0004108427,0.0002751648,0.0002489646],"domain_scores_gemma":[0.9975531,0.001457242,0.0002018205,0.0003602385,0.0002873788,0.0001402187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004627826,0.001012026,0.990613,0.00005397881,0.001187435,0.001181472,0.0006169713,0.0001945551,0.00001374368,0.00001041003,0.00003425454,0.0004543597],"study_design_scores_gemma":[0.04695099,0.003054121,0.9257994,0.00003500041,0.00340391,0.0001094012,0.01807216,0.00241123,0.000005495256,0.000009372126,0.000004077208,0.0001448616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995257,0.0006415836,0.0001096065,0.0002515844,0.00009296489,0.003394754,0.0001145342,0.00006969529,0.00006832057],"genre_scores_gemma":[0.9987312,0.000003388202,0.00009606827,0.0007615995,0.00001887579,0.0002532791,0.00009364903,0.00002235857,0.00001959401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06481358,"threshold_uncertainty_score":0.5693763,"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."}}