{"id":"W4313522178","doi":"10.1161/jaha.122.027652","title":"Impact of Empagliflozin in Heart Failure With Reduced Ejection Fraction in Patients With Ischemic Versus Nonischemic Cause","year":2022,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Relypsa; Institut National de la Santé et de la Recherche Médicale; Universität des Saarlandes; Servier; Universität Heidelberg; Deutsche Forschungsgemeinschaft; LivaNova; Imperial College London; Pfizer; Moderna; University of Toronto; Cytokinetics; AstraZeneca; Amarin Corporation; Baylor University; Vifor Pharma; Massachusetts General Hospital; Université de Lorraine; Baylor University Medical Center; Boston Scientific Corporation; Eli Lilly and Company; CSL Behring; Novo Nordisk; Amgen; Sanofi","keywords":"Medicine; Ejection fraction; Empagliflozin; Cardiology; Heart failure; Internal medicine; Stroke volume; Heart failure with preserved ejection fraction; Diabetes mellitus; Type 2 diabetes","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":[0.002177871,0.000394111,0.001658441,0.0002824786,0.0001548902,0.0005970972,0.0002333694,0.0004077088,0.001617509],"category_scores_gemma":[0.002618671,0.0001402638,0.001851464,0.0002068526,0.0002406472,0.0003453717,0.0003283453,0.0008636913,0.0001119921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999951,"about_ca_system_score_gemma":0.000340048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000549716,"about_ca_topic_score_gemma":0.001249837,"domain_scores_codex":[0.9991922,0.0004643128,0.00007892372,0.00009035939,0.00007981157,0.0000944116],"domain_scores_gemma":[0.998518,0.0009374184,0.0002574019,0.00006118434,0.00004975836,0.0001762967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6193366,0.003010685,0.1620089,0.00234588,0.01120235,0.0002206489,0.0001093574,0.002736981,0.004375435,0.0005305996,0.002696852,0.1914259],"study_design_scores_gemma":[0.1661994,0.07216606,0.7344251,0.0004716464,0.01274062,0.0004528768,0.0001327621,0.00553275,0.002024967,0.001678617,0.0041133,0.00006198862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795488,0.01694,0.0003921577,0.0006564345,0.0001562109,0.0001036391,0.0003832201,0.00001519589,0.001804372],"genre_scores_gemma":[0.9966831,0.00170224,0.0002875064,0.0004604283,0.0002460759,0.0000745731,0.0003308011,0.000002903027,0.0002124102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002177871,"threshold_uncertainty_score":0.01151776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007391182000384138,"score_gpt":0.2656724656123379,"score_spread":0.2582812836119538,"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."}}