{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004186383,0.001939965,0.005024774,0.0008309539,0.0008971261,0.001819664,0.001288578,0.004344487,0.01016119],"category_scores_gemma":[0.006050157,0.0008794189,0.003444524,0.0009073102,0.001685258,0.001775536,0.0008308324,0.004230776,0.0009117854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003939,"about_ca_system_score_gemma":0.002005131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139873,"about_ca_topic_score_gemma":0.00135933,"domain_scores_codex":[0.9960343,0.002342762,0.0002854694,0.0006726248,0.0003202797,0.0003446112],"domain_scores_gemma":[0.9968489,0.001221542,0.0007248388,0.0002397353,0.0002006237,0.0007643283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9852013,0.004903057,0.0007393509,0.0006741301,0.001366502,0.00001957176,0.00001635245,0.0001251149,0.00013663,0.0001175675,0.0004508597,0.006249617],"study_design_scores_gemma":[0.9848093,0.01260544,0.000965097,0.00009469308,0.0008905901,0.00001193969,0.000007150315,0.0002227225,0.00004600963,0.0001115498,0.0002283618,0.00000709536],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429187,0.03176937,0.001302031,0.003546498,0.003509572,0.009729799,0.001736165,0.0002128607,0.005275078],"genre_scores_gemma":[0.9599267,0.009276541,0.002637674,0.003113394,0.002999644,0.01720416,0.001552007,0.00003240131,0.003257587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016119,"threshold_uncertainty_score":0.03399259,"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."}}