{"id":"W3030543859","doi":"10.2337/dc20-0785","title":"Pregravid HbA1c and Glucose Measurement to Rule Out Future Gestational Diabetes Mellitus and Reduce the Need for Oral Glucose Tolerance Testing in Pregnancy","year":2020,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Mount Sinai Hospital; Health Sciences Centre; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gestational diabetes; Pregnancy; Interquartile range; Diabetes mellitus; Obstetrics; Cohort; Population; Glucose tolerance test; Cohort study; Gestation; Internal medicine; Endocrinology; Insulin resistance; Environmental health","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":[0.001595901,0.0002352753,0.000291189,0.0007371819,0.0008849815,0.0005667477,0.001119058,0.00031746,0.001935082],"category_scores_gemma":[0.004533271,0.0002628486,0.0003405881,0.001540753,0.0003951374,0.0002803938,0.0005789853,0.0004323384,0.0002757296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323413,"about_ca_system_score_gemma":0.006840249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5032819,"about_ca_topic_score_gemma":0.6569109,"domain_scores_codex":[0.9990991,0.0001807893,0.00007936288,0.000170516,0.0002829014,0.0001874293],"domain_scores_gemma":[0.9988014,0.0001551548,0.0004399644,0.000218537,0.0001860734,0.00019884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105897,0.00007145423,0.9820471,0.00004520667,0.00003160482,0.0000786865,0.0001742739,0.0001570383,0.0002292999,0.0001430661,0.001652791,0.0152589],"study_design_scores_gemma":[0.00002195049,0.0001009956,0.9970306,0.00006099074,0.00002043799,0.0001510095,0.0001533196,0.0005350805,0.0001277593,0.00006229743,0.001730071,0.000005357982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9809555,0.002273523,0.001932501,0.0008537997,0.00007242761,0.0005574054,0.007697048,0.00004679753,0.005610964],"genre_scores_gemma":[0.991147,0.001631331,0.002991145,0.0003000964,0.00003411209,0.0002222768,0.002707166,0.000008215841,0.0009586668],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5032819,"threshold_uncertainty_score":0.9992868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166965697167484,"score_gpt":0.2812440998671052,"score_spread":0.2395744428954304,"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."}}