{"id":"W3164823163","doi":"10.1016/j.fertnstert.2021.04.018","title":"Higher risk of type 2 diabetes in women with hyperandrogenic polycystic ovary syndrome","year":2021,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"H. Lundbeck A/S; Gedeon Richter; Merck; Bayer","keywords":"Polycystic ovary; Medicine; Hazard ratio; Type 2 diabetes; Body mass index; Population; Gynecology; Metformin; Infertility; Cohort study; Obstetrics; Hyperandrogenism; Confidence interval; Internal medicine; Diabetes mellitus; Endocrinology; Obesity; Pregnancy; Insulin resistance; Insulin","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":[0.0002616433,0.00009891675,0.0003244396,0.00003760175,0.00002996249,0.000007573179,0.0000248023,0.00006868091,0.0008155973],"category_scores_gemma":[0.0001111413,0.00007856444,0.00002914754,0.0002546586,0.0001096308,0.00005360715,0.00002970784,0.0001293292,0.000005772898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003772719,"about_ca_system_score_gemma":0.0001128305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006695776,"about_ca_topic_score_gemma":0.0000468044,"domain_scores_codex":[0.9990953,0.0001120046,0.0002116054,0.0002509554,0.000119728,0.0002104443],"domain_scores_gemma":[0.9994307,0.00005212412,0.00003651887,0.0002886856,0.00006694782,0.0001250803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03755122,0.0004175973,0.9579061,0.0003015394,0.0001197956,0.00004203507,0.0002639191,0.000001584205,0.0008944856,0.000002113273,0.00001170699,0.00248794],"study_design_scores_gemma":[0.001874585,0.00041986,0.9965467,0.00004254112,0.00005138629,0.00001309612,0.0001660312,0.00006754468,0.0002148561,0.0002384742,0.0002913275,0.00007353797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978613,0.0009282798,0.000007683531,0.0001735468,0.000094536,0.0001275998,0.00001780917,0.00002076735,0.0007685231],"genre_scores_gemma":[0.999343,0.00002563557,0.00007225432,0.0002495827,0.000004857731,0.00000798515,0.00001006605,0.000006322344,0.0002802527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03864069,"threshold_uncertainty_score":0.8930218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289188013956332,"score_gpt":0.2220089115278879,"score_spread":0.2091170313883246,"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."}}