{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213267,0.0003271083,0.0007535267,0.00009233027,0.0001277817,0.0001110104,0.00004501204,0.0001326015,0.000102719],"category_scores_gemma":[0.00005659618,0.0001969367,0.00009738417,0.0002027485,0.0002433165,0.0002888556,0.00009771442,0.0002369277,0.00001258256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002098811,"about_ca_system_score_gemma":0.00005850389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002116043,"about_ca_topic_score_gemma":0.0003086308,"domain_scores_codex":[0.9983267,0.00007597299,0.000302237,0.0005232443,0.0003547629,0.0004170748],"domain_scores_gemma":[0.9988965,0.000191109,0.00007257571,0.0004041463,0.0001581838,0.0002774311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005524845,0.0003103121,0.9864763,0.00009927156,0.0006061775,0.00002071729,0.00009664262,2.243972e-7,0.00002124192,0.00006087765,0.01033573,0.001917249],"study_design_scores_gemma":[0.004306215,0.0009653702,0.8690535,0.0001689611,0.0003750504,0.000005278192,0.0004197398,0.000005441258,0.0001627795,0.00002641484,0.1242889,0.0002222807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865313,0.0003917085,0.000005527683,0.01206298,0.00004736073,0.0007054374,0.00001243126,0.00008488054,0.0001584329],"genre_scores_gemma":[0.9787822,0.00003976321,0.01783027,0.001866127,0.00006606132,0.00006771476,0.00009965142,0.00004654596,0.001201615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174228,"threshold_uncertainty_score":0.8030846,"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."}}