{"id":"W3035074267","doi":"10.2337/db20-1380-p","title":"1380-P: Pregravid A1C and Glucose Measurements to Rule Out Gestational Diabetes and Reduce the Need for Oral Glucose Tolerance Testing in Pregnancy","year":2020,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Medicine; Obstetrics; Pregnancy; Cohort; Diabetes mellitus; Receiver operating characteristic; Glucose tolerance test; Gestation; Internal medicine; Endocrinology; Insulin resistance; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341592,0.0002775569,0.0002760921,0.0005797753,0.0006679594,0.000669465,0.001064415,0.0004269654,0.01087373],"category_scores_gemma":[0.006584907,0.0001693095,0.0003516752,0.0009179412,0.0004393751,0.0002608123,0.0006525161,0.0006035998,0.001709189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003215034,"about_ca_system_score_gemma":0.008989255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4158726,"about_ca_topic_score_gemma":0.4440495,"domain_scores_codex":[0.999406,0.0001044428,0.00004011014,0.00009264993,0.0002710942,0.00008579782],"domain_scores_gemma":[0.9979427,0.0003780421,0.0003355354,0.0001687886,0.0007679698,0.0004070481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005315139,0.0001570246,0.8318799,0.0001788515,0.00006617917,0.0003011849,0.0003109607,0.0004734195,0.001056225,0.000492139,0.03905766,0.125495],"study_design_scores_gemma":[0.00005428432,0.0001483882,0.9855295,0.0001196197,0.00002473148,0.0005169808,0.0001443534,0.001138254,0.0004236375,0.0001832133,0.01170764,0.000009469597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923457,0.003073453,0.005639246,0.007956519,0.0005617788,0.0008162067,0.0290034,0.0005841116,0.06001959],"genre_scores_gemma":[0.9720472,0.001055498,0.006217646,0.001180578,0.0001251442,0.0002527994,0.007698583,0.00007344284,0.01134912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4158726,"threshold_uncertainty_score":0.8269039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08734734300589253,"score_gpt":0.3167441354891982,"score_spread":0.2293967924833056,"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."}}