{"id":"W1524985906","doi":"10.2337/diacare.24.5.954","title":"Could Fasting Plasma Glucose Be Used for Screening High-Risk Outpatients for Gestational Diabetes Mellitus?","year":2001,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Glucose tolerance test; Obstetrics; Outpatient clinic; Plasma glucose; Population; Risk factor; Pregnancy; Prospective cohort study; Gestation; Gynecology; Internal medicine; Endocrinology; Insulin resistance; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001574801,0.0007926343,0.001006379,0.001326596,0.0005562765,0.0009224012,0.0008551137,0.007756957,0.001098444],"category_scores_gemma":[0.01767077,0.0003164631,0.0005100802,0.0008541319,0.0009805248,0.001193072,0.0002372145,0.003098733,0.001454431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129354,"about_ca_system_score_gemma":0.0005647493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711535,"about_ca_topic_score_gemma":0.002771547,"domain_scores_codex":[0.9984042,0.0007187213,0.0002561409,0.0001503331,0.0003004743,0.0001700474],"domain_scores_gemma":[0.9971929,0.001474799,0.000296336,0.0001163366,0.0005803162,0.0003392476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00240485,0.0008008415,0.5143589,0.0008631825,0.0001809243,0.1395181,0.000789001,0.0005871112,0.005000031,0.002458381,0.1144633,0.2185753],"study_design_scores_gemma":[0.002411528,0.005623845,0.3025908,0.004082246,0.0006634185,0.4238366,0.003774697,0.01139912,0.00662035,0.01500134,0.2236725,0.0003235376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2237832,0.02352167,0.003533324,0.6869603,0.02992614,0.0003622091,0.0004152751,0.000166111,0.0313318],"genre_scores_gemma":[0.6550184,0.02448013,0.004968008,0.2469679,0.06164732,0.0003152556,0.0002964525,0.00005181157,0.006254745],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007756957,"threshold_uncertainty_score":0.008328438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037743718748917,"score_gpt":0.2864928403330744,"score_spread":0.2561154031455852,"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."}}