{"id":"W2381456803","doi":"10.2337/dc15-2672","title":"Heterogeneous Contribution of Insulin Sensitivity and Secretion Defects to Gestational Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; National Institute of Diabetes and Digestive and Kidney Diseases; Fonds de Recherche du Québec - Santé; Diabète Québec; American Diabetes Association","keywords":"Medicine; Gestational diabetes; Internal medicine; Endocrinology; Diabetes mellitus; Insulin; Gestation; Insulin sensitivity; Pregnancy; Birth weight; Obstetrics; Insulin resistance; Glucose tolerance test; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002152601,0.0001317369,0.0002446364,0.0001688785,0.00005048406,0.00001454282,0.00003275817,0.00005887071,0.00003328883],"category_scores_gemma":[0.0006259431,0.0001000551,0.00006607926,0.0001490585,0.00008478975,0.0000825947,0.00006726931,0.00005270428,0.0000612772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051193,"about_ca_system_score_gemma":0.00004700477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004206811,"about_ca_topic_score_gemma":0.00001609268,"domain_scores_codex":[0.9987156,0.00009974543,0.0001916391,0.0002662233,0.0003784277,0.0003483763],"domain_scores_gemma":[0.9986203,0.0003503231,0.0000589211,0.0001591273,0.0005696016,0.0002416745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006531434,0.00005821938,0.7043144,0.0003872079,0.00009414065,0.000009486817,0.0001560168,0.00003615902,0.236696,0.0006596482,0.0001633767,0.05736003],"study_design_scores_gemma":[0.001207491,0.0005789277,0.8156146,0.0002807273,0.00005448932,7.095643e-7,0.00006760802,0.0001759203,0.1800981,0.0003606469,0.001431813,0.0001289537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968867,0.0009542517,0.0002800414,0.0007934069,0.00004903807,0.0005952573,0.0003144808,0.00003575371,0.0000910604],"genre_scores_gemma":[0.9986175,0.00009512319,0.0004269277,0.000377283,0.00004748576,0.00006463041,0.0003320821,0.00001463038,0.00002430267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113002,"threshold_uncertainty_score":0.4080127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008275947458259474,"score_gpt":0.2500645593613521,"score_spread":0.2417886119030927,"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."}}