{"id":"W4200417285","doi":"10.1016/j.jchf.2021.11.001","title":"Clinical Outcomes With Metformin and Sulfonylurea Therapies Among Patients With Heart Failure and Diabetes","year":2021,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Novo Nordisk; Cytokinetics; European Society of Cardiology; Boston Scientific Corporation; Duke University; National Institutes of Health; Medtronic; Novartis; Merck; GlaxoSmithKline; Bayer; Bristol-Myers Squibb; AstraZeneca; Boehringer Ingelheim; Amgen; National Heart, Lung, and Blood Institute; Pfizer; Sanofi; American Heart Association","keywords":"Medicine; Metformin; Sulfonylurea; Internal medicine; Diabetes mellitus; Heart failure; Glycemic; Type 2 diabetes; Ejection fraction; Medical prescription; Insulin; Endocrinology; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009163988,0.0002622988,0.0008823214,0.0006400333,0.0005575054,0.001565012,0.0003862826,0.0008404255,0.002068176],"category_scores_gemma":[0.005129542,0.0002209893,0.002021659,0.001267474,0.0003350552,0.001296617,0.0008332323,0.001344734,0.0002016853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000773815,"about_ca_system_score_gemma":0.0006864782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005659447,"about_ca_topic_score_gemma":0.00911934,"domain_scores_codex":[0.9989956,0.0002496873,0.0001495159,0.0001798924,0.0001669103,0.0002583626],"domain_scores_gemma":[0.9972504,0.0005845794,0.001127057,0.00009935784,0.0002605546,0.0006779219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002073257,0.000227021,0.992614,0.000046586,0.0004972198,0.0001203136,0.00006223346,0.0001263537,0.00007632003,0.0000548461,0.0002653339,0.00383648],"study_design_scores_gemma":[0.0001033023,0.0004494101,0.9982047,0.00002528708,0.000239992,0.0001202109,0.0003089663,0.0001907769,0.00002381345,0.0001012606,0.0002195728,0.00001279268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943896,0.001986683,0.00004147596,0.0003782299,0.00005376471,0.00001775678,0.0007039173,0.000002463147,0.002426021],"genre_scores_gemma":[0.9976397,0.0005940065,0.00004049484,0.0001934934,0.0001050651,0.00001549166,0.001093853,0.000001733041,0.0003163388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005659447,"threshold_uncertainty_score":0.01125306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009194427982262134,"score_gpt":0.2523698677466925,"score_spread":0.2431754397644303,"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."}}