{"id":"W2326955026","doi":"10.1177/1753495x14528487","title":"Clinical predictors for diabetes screening in the first year postpartum after gestational diabetes","year":2014,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Canadian Diabetes Association","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Obstetrics; Pregnancy; Diabetes in pregnancy; Postpartum period; Outpatient clinic; Prenatal care; Gestation; Internal medicine; Population; Endocrinology","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":[0.0007036414,0.0001834932,0.00025345,0.0005890951,0.000284639,0.0004598478,0.0003315994,0.0003908266,0.001708447],"category_scores_gemma":[0.005352377,0.0002172466,0.0003047728,0.0006937896,0.000199728,0.0002406844,0.0002704766,0.0006849245,0.0001687493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971854,"about_ca_system_score_gemma":0.0004374038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00439852,"about_ca_topic_score_gemma":0.004072024,"domain_scores_codex":[0.9995685,0.0001308492,0.0000470578,0.00005970466,0.0000991886,0.00009468724],"domain_scores_gemma":[0.9955051,0.001449253,0.002052136,0.0001368424,0.0002537889,0.0006028767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004177129,0.00001956995,0.9991891,0.000002902999,0.000005938316,0.00004016022,0.0000143544,0.00001021396,0.00002774991,0.000002167365,0.0000351929,0.0006108295],"study_design_scores_gemma":[0.000002532233,0.00006608851,0.9994784,0.000004926313,0.000009481167,0.0002429329,0.00005827353,0.00006529588,0.00002860155,0.000004619368,0.00003762465,0.000001185664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990343,0.0003833334,0.00004334657,0.00007763519,0.000007895548,0.000007368604,0.0001250658,0.000004721189,0.0003164546],"genre_scores_gemma":[0.9996551,0.0001081654,0.00006060959,0.00001558024,0.000007310058,0.000004891695,0.0000961533,0.00000121881,0.00005096286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00439852,"threshold_uncertainty_score":0.008745849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027150833225301,"score_gpt":0.3177789689050503,"score_spread":0.2875074605727973,"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."}}