{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009460327,0.0003017152,0.0003909392,0.0009929863,0.0001865798,0.0004760463,0.0002901622,0.0002617762,0.0005516108],"category_scores_gemma":[0.006026934,0.0001677968,0.0003081235,0.001186183,0.0003731439,0.0002919415,0.0006458613,0.000317418,0.00007452865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983135,"about_ca_system_score_gemma":0.000232794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002609447,"about_ca_topic_score_gemma":0.001410057,"domain_scores_codex":[0.999216,0.0002374766,0.0001139135,0.0001807233,0.0001485024,0.000103366],"domain_scores_gemma":[0.9976686,0.0007260902,0.001135852,0.0002238992,0.0001003972,0.0001452513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000157473,0.000007955736,0.9958429,0.000009437125,0.00006900231,0.0001354734,0.00005746333,0.00009638884,0.0004619733,0.00003542429,0.00002290152,0.0031036],"study_design_scores_gemma":[0.000005289209,0.00004895226,0.9983826,0.00001120265,0.00003817237,0.000824326,0.0001158346,0.0002220198,0.0001444885,0.0001222999,0.00008185329,0.000002962366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989979,0.0005519455,0.0001498781,0.00003954292,0.000002106727,0.000004129628,0.0001001084,0.00000201046,0.0001524317],"genre_scores_gemma":[0.9996026,0.0001701004,0.00007959544,0.000009910401,0.000004023771,0.000002421218,0.000115848,0.000001393153,0.00001412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002609447,"threshold_uncertainty_score":0.005188465,"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."}}