{"id":"W3021721963","doi":"10.1210/jendso/bvaa046.466","title":"OR08-01 One-Step Versus Two-Step Approach for Gestational Diabetes Mellitus Screening: Comparison of Maternal and Fetal Outcomes in a Canadian Population","year":2020,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Gestational diabetes; Obstetrics; Glycemic; Pregnancy; Odds ratio; Gestational age; Population; Diabetes mellitus; Gynecology; Gestation; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001605407,0.0006327616,0.0007781769,0.001011459,0.001316667,0.0009828653,0.001300233,0.0006559954,0.002906363],"category_scores_gemma":[0.00429165,0.0003873685,0.00168209,0.002059553,0.0005889561,0.0003228265,0.0007441949,0.0008420965,0.0002339274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01392236,"about_ca_system_score_gemma":0.02042846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9528677,"about_ca_topic_score_gemma":0.948578,"domain_scores_codex":[0.998226,0.0002631079,0.0001060783,0.0003365079,0.000537956,0.0005303659],"domain_scores_gemma":[0.9982846,0.0002204974,0.0004297585,0.00008589007,0.0005957599,0.0003834498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005659614,0.0003894491,0.9651805,0.0005264771,0.000997126,0.00021706,0.0005827119,0.0004393937,0.0005674346,0.0004932071,0.003554574,0.02139238],"study_design_scores_gemma":[0.0006246841,0.001279099,0.9927072,0.0002011563,0.0006620881,0.000280486,0.001171809,0.0008704777,0.0001536734,0.00008211398,0.001914435,0.00005292125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903716,0.002079593,0.0001802437,0.0003581873,0.00005615083,0.0001379137,0.004101184,0.00001314652,0.0027019],"genre_scores_gemma":[0.9947752,0.001128467,0.000467981,0.0002262272,0.00002486769,0.00006970001,0.002405403,0.00001074217,0.0008914699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04713231,"threshold_uncertainty_score":0.1010143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409182729070886,"score_gpt":0.3386433546488642,"score_spread":0.2845515273581554,"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."}}