{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003641611,0.0003464496,0.0004189269,0.0006962672,0.0004391577,0.0006129929,0.0002246365,0.0005933442,0.002804325],"category_scores_gemma":[0.001684001,0.0003020571,0.0005654007,0.001029111,0.0001822687,0.0003152367,0.0002991596,0.00064798,0.0002645252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520303,"about_ca_system_score_gemma":0.0002087153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853921,"about_ca_topic_score_gemma":0.004024964,"domain_scores_codex":[0.9996519,0.0000970488,0.00002787813,0.00009663413,0.00007143221,0.00005517875],"domain_scores_gemma":[0.9992243,0.0001159976,0.0004026097,0.00004857556,0.00005795278,0.0001504361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468337,0.00002701967,0.9982252,0.000008797579,0.00005992563,0.0001502402,0.00002635761,0.00001334401,0.0002015128,0.00001180875,0.00008632402,0.001042774],"study_design_scores_gemma":[0.00002362557,0.000095022,0.9987287,0.000008141001,0.00006141562,0.0006437646,0.00007637257,0.00008608485,0.0000375196,0.00002951014,0.0002064249,0.000003471417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973659,0.001198753,0.00009639017,0.0001519404,0.00004007413,0.000009575445,0.0003916768,0.000007306287,0.0007384175],"genre_scores_gemma":[0.9985083,0.0005169258,0.0001186363,0.00008376946,0.00005490409,0.00001040739,0.0003062512,0.000002660497,0.0003982147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003853921,"threshold_uncertainty_score":0.009381473,"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."}}