{"id":"W2124695573","doi":"10.1016/j.fertnstert.2013.07.886","title":"Rates of type 2 diabetes (DMII) detected by serum fasting glucose and 2-hours post 75g glucose tolerance test in a large cohort of women with polycystic ovary syndrome (PCOS) and normal controls","year":2013,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Hyperandrogenism; Medicine; Internal medicine; Polycystic ovary; Endocrinology; Body mass index; Type 2 diabetes; Testosterone (patch); Cohort; Diabetes mellitus; Insulin; Insulin resistance","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":[0.00032119,0.000338952,0.0004621547,0.001169037,0.0005850201,0.0008011975,0.0004039823,0.0006583516,0.002020164],"category_scores_gemma":[0.00162586,0.0006074932,0.0006194134,0.0009309283,0.0003418985,0.0005087311,0.0005734832,0.0006711326,0.0002614587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869493,"about_ca_system_score_gemma":0.0002021073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009042714,"about_ca_topic_score_gemma":0.004412356,"domain_scores_codex":[0.999625,0.00007599032,0.00003942912,0.0001407341,0.00004973814,0.00006913773],"domain_scores_gemma":[0.9992563,0.0001455957,0.0002233207,0.00008528608,0.00004970899,0.0002397212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000177448,0.00002891234,0.9990548,0.000002561588,0.00003415447,0.0001270477,0.00004046756,0.000008451543,0.0002310118,0.000009557975,0.00004057994,0.0002449493],"study_design_scores_gemma":[0.00001021047,0.00007104845,0.9992138,0.000001285666,0.00002058275,0.0003550449,0.0001774592,0.00006239843,0.00002904141,0.000009396671,0.00004683099,0.000002910956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993067,0.0001407195,0.00003283158,0.00002216224,0.000006871195,0.000004255455,0.0002147785,0.000003073097,0.0002684942],"genre_scores_gemma":[0.999384,0.00007905482,0.0000223868,0.00002113499,0.00001029205,0.000006858339,0.0002850854,0.000002052165,0.0001890479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009042714,"threshold_uncertainty_score":0.01798016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005871222581849198,"score_gpt":0.2093227522603885,"score_spread":0.2034515296785393,"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."}}