{"id":"W2742458672","doi":"10.1111/dme.13444","title":"Diabetes risk in women with gestational diabetes mellitus and a history of polycystic ovary syndrome: a retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Diabetes Association","keywords":"Polycystic ovary; Gestational diabetes; Medicine; Diabetes mellitus; Obstetrics; Hazard ratio; Pregnancy; Internal medicine; Gynecology; Gestation; Endocrinology; Insulin resistance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490481,0.000259498,0.0009083177,0.0004679512,0.000104538,0.00001578706,0.0002017547,0.00005616227,0.0002838245],"category_scores_gemma":[0.001834308,0.0001945753,0.00002749138,0.0001623815,0.0009816964,0.000145283,0.0001181507,0.0003267367,0.000006359498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006853993,"about_ca_system_score_gemma":0.0002227503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003515385,"about_ca_topic_score_gemma":0.00003423216,"domain_scores_codex":[0.9971938,0.000146969,0.0004652203,0.0005228113,0.001076318,0.0005948455],"domain_scores_gemma":[0.9979929,0.0003818889,0.0003502079,0.0006684681,0.0002519831,0.0003545086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002678235,0.0005380717,0.9929733,0.0003990009,0.0005130972,0.0001131269,0.001613142,0.000003601569,0.0002887106,0.00007483317,0.0005655276,0.002649758],"study_design_scores_gemma":[0.005618092,0.004842204,0.9864426,0.0006156691,0.0002771466,0.000002757785,0.0006951939,0.0003831604,0.00002137253,0.0007595281,0.000169018,0.0001732459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930616,0.002535039,0.000009398876,0.0007434119,0.00011982,0.001698867,0.00002428018,0.00002382811,0.001783757],"genre_scores_gemma":[0.9978896,0.0003477499,0.0001999528,0.0001882223,0.00004670323,0.000523501,0.00003219158,0.00003164319,0.0007403701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006530694,"threshold_uncertainty_score":0.7934549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159043923885584,"score_gpt":0.2591681633368522,"score_spread":0.2475777240979964,"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."}}