{"id":"W1596187835","doi":"10.2337/dc14-0886","title":"HbA1c as a Predictor of Diabetes and as an Outcome in the Diabetes Prevention Program: A Randomized Clinical Trial","year":2014,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Office of Research on Women's Health; National Institute of Child Health and Human Development; National Institute on Aging; National Eye Institute; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Minority Health and Health Disparities; National Center for Research Resources; Centers for Disease Control and Prevention; Bristol-Myers Squibb; National Institutes of Health; American Diabetes Association","keywords":"Medicine; Diabetes mellitus; Metformin; Glycated hemoglobin; Internal medicine; Type 2 diabetes; Randomized controlled trial; Research design; Placebo; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0079094,0.0004306461,0.002452217,0.0002438443,0.0001031162,0.0001105147,0.0003565275,0.0003765786,0.00004120526],"category_scores_gemma":[0.005877607,0.0002903031,0.001295393,0.0003613678,0.0006293957,0.0002330554,0.000118535,0.0005315379,0.00003149639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003527159,"about_ca_system_score_gemma":0.0001183401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144908,"about_ca_topic_score_gemma":0.00006832641,"domain_scores_codex":[0.993388,0.002836831,0.001444597,0.0007183097,0.0008394477,0.0007727949],"domain_scores_gemma":[0.996428,0.001559854,0.0004002206,0.001069518,0.0002504616,0.000291917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01141396,0.0009749007,0.5430114,0.0008238361,0.0007697263,0.000002768189,0.001504397,0.000001458515,0.00004490308,0.0001691898,0.00006679084,0.4412167],"study_design_scores_gemma":[0.6695962,0.01148153,0.3025265,0.0008411264,0.002975498,0.000001365044,0.001781967,0.001105418,0.0010999,0.003080812,0.004857582,0.0006521107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883182,0.002967977,0.000004362072,0.0002244942,0.0004595389,0.006809929,0.00002813318,0.0001484432,0.001038889],"genre_scores_gemma":[0.9958335,0.00007825164,0.0004241752,0.0005845175,0.0008632902,0.001841505,0.0002610716,0.00006594302,0.00004776671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6581822,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683917866621171,"score_gpt":0.3435188877033604,"score_spread":0.3166797090371487,"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."}}