{"id":"W3169680610","doi":"10.2337/dc21-0659","title":"Oral Glucose Tolerance Test Results in Pregnancy Can Be Used to Individualize the Risk of Future Maternal Type 2 Diabetes Mellitus in Women With Gestational Diabetes Mellitus","year":2021,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Michael's Hospital; Impact; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Medicine; Gestational diabetes; Obstetrics; Hazard ratio; Interquartile range; Pregnancy; Diabetes mellitus; Incidence (geometry); Population; Type 2 Diabetes Mellitus; Gynecology; Internal medicine; Gestation; Confidence interval; Endocrinology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001858676,0.0004246459,0.0002811578,0.0007895883,0.0002156272,0.0007323529,0.0004038981,0.0004032341,0.0007075054],"category_scores_gemma":[0.006689124,0.0002383173,0.0005176969,0.00134082,0.0002794634,0.000365321,0.0003810603,0.0004740027,0.0001962158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005819696,"about_ca_system_score_gemma":0.0005151537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02650521,"about_ca_topic_score_gemma":0.04445084,"domain_scores_codex":[0.9990221,0.0003501685,0.0001098598,0.0001205887,0.0003050003,0.00009234315],"domain_scores_gemma":[0.998049,0.0005457514,0.001051267,0.00009685975,0.0001858215,0.00007129999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009198621,0.00001085573,0.9940071,0.00002562781,0.00007172219,0.00003344183,0.00004285604,0.0001230021,0.0001203863,0.00001925589,0.0001460835,0.005307575],"study_design_scores_gemma":[0.000007617371,0.00008033615,0.9973665,0.00006633806,0.0001363226,0.0001965685,0.00009718366,0.001066804,0.0001620597,0.00007011783,0.0007433249,0.000006813785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875306,0.004559971,0.001996194,0.0006075406,0.0001077245,0.00004460795,0.001505397,0.00004316431,0.003604873],"genre_scores_gemma":[0.9966634,0.001162017,0.001261054,0.0000841164,0.00002956945,0.00001933358,0.0003905001,0.000005510071,0.0003844605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02650521,"threshold_uncertainty_score":0.05270183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316217478045214,"score_gpt":0.2600131587216255,"score_spread":0.2468509839411734,"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."}}