{"id":"W3124594800","doi":"10.1007/s00125-020-05356-5","title":"BMI and risk of gestational diabetes among women of South Asian and Chinese ethnicity: a population-based study","year":2021,"lang":"en","type":"article","venue":"Diabetologia","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Sinai Health System; St. Michael's Hospital; Public Health Ontario; University of Toronto; Women's College Hospital","funders":"Diabetes Action Canada; Physicians' Services Incorporated Foundation","keywords":"Gestational diabetes; Medicine; Ethnic group; Body mass index; Demography; Pregnancy; Population; Poisson regression; Cohort study; Obstetrics; Gestation; Internal medicine; Environmental health","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":[0.0005457989,0.0005906755,0.0005125278,0.0008615198,0.00092978,0.0008682734,0.0004328627,0.0008203646,0.001553917],"category_scores_gemma":[0.0009780932,0.000850229,0.0009722188,0.001834309,0.0005005322,0.0008015354,0.000576988,0.001037574,0.0002685379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587795,"about_ca_system_score_gemma":0.0005658215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02623387,"about_ca_topic_score_gemma":0.02370646,"domain_scores_codex":[0.9997219,0.00005961362,0.00003194629,0.00007714119,0.00004705681,0.00006232351],"domain_scores_gemma":[0.999403,0.00007012163,0.0001742203,0.00005869608,0.0000596112,0.0002344681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000211526,0.00009272817,0.9984943,0.000007980007,0.0001035018,0.00008852834,0.0002306513,0.00001248022,0.0003234004,0.00001441926,0.00003945015,0.0003810187],"study_design_scores_gemma":[0.00001460502,0.0001121385,0.9987835,0.000003996863,0.00006902652,0.0001208403,0.000703913,0.00008654637,0.00002577972,0.0000144618,0.00005984553,0.000005254088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994337,0.0000968407,0.00003393805,0.00003309931,0.000006002248,0.000006688473,0.0001438991,0.00000148439,0.0002443265],"genre_scores_gemma":[0.9994505,0.00009794296,0.00005574717,0.00004534414,0.00001034844,0.000009368436,0.0001472672,0.000001550013,0.0001819063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02623387,"threshold_uncertainty_score":0.05216235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031689927628079,"score_gpt":0.2763095852765524,"score_spread":0.2659926860002716,"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."}}