{"id":"W3013838418","doi":"10.1001/jama.2020.1906","title":"Effect of Dapagliflozin on Worsening Heart Failure and Cardiovascular Death in Patients With Heart Failure With and Without Diabetes","year":2020,"lang":"en","type":"article","venue":"JAMA","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":536,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Libin Cardiovascular Institute of Alberta; University of Toronto; University of Calgary; St. Michael's Hospital","funders":"Janssen Research and Development; National Heart, Lung, and Blood Institute; Respicardia; National Institutes of Health; Vifor Pharma; Cytokinetics; Eisai; Zora Biosciences; Kidney Research UK; Impulse Dynamics; GlaxoSmithKline; IFM Therapeutics; Daiichi-Sankyo; Intarcia Therapeutics; Ironwood Pharmaceuticals, Incorporated; Esperion Therapeutics; Alnylam Pharmaceuticals; MyoKardia; Servier; Gilead Sciences; British Heart Foundation; Brigham and Women's Hospital; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; AstraZeneca; Amarin Corporation; Sanofi Pasteur; Celladon Corporation; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Dapagliflozin; Heart failure; Diabetes mellitus; Cardiology; Internal medicine; Intensive care medicine; Type 2 diabetes; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001735923,0.0002088668,0.000596806,0.00008893327,0.00002947556,0.00002826066,0.00002992486,0.00005492225,0.000007452837],"category_scores_gemma":[0.00004128767,0.0001307436,0.00005711345,0.0001749677,0.00005392015,0.0001019101,0.00004233085,0.0001390774,0.000003547457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726274,"about_ca_system_score_gemma":0.00001059252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000168366,"about_ca_topic_score_gemma":0.00001053244,"domain_scores_codex":[0.998924,0.00007721238,0.0001249266,0.0003401824,0.0003109536,0.0002227775],"domain_scores_gemma":[0.9995239,0.00005403436,0.00003414407,0.000215568,0.0000342172,0.0001380906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005925452,0.00006423375,0.9948298,0.000361049,0.0004883109,0.000006391188,0.0001244926,0.00002946649,0.00005294694,0.000008927176,0.0006446559,0.002797187],"study_design_scores_gemma":[0.01626945,0.008476594,0.9632313,0.0008159985,0.0007002449,0.000001164509,0.00006940157,0.00009251862,0.003213367,0.000001577828,0.006942872,0.0001855083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970556,0.0002422264,0.000004396418,0.001582518,0.000008581892,0.0008997358,0.000004068136,0.00003186843,0.0001709435],"genre_scores_gemma":[0.9980448,0.000004104039,0.001365003,0.0004425116,0.00003792323,0.00003818156,0.00002152294,0.00002780445,0.00001817583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03159849,"threshold_uncertainty_score":0.5331569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004969097910335985,"score_gpt":0.2014586762416944,"score_spread":0.1964895783313584,"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."}}