{"id":"W4376132656","doi":"10.1016/j.jacc.2023.03.390","title":"Efficacy of Empagliflozin in Patients With Heart Failure Across Kidney Risk Categories","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Empagliflozin; Medicine; Heart failure; Internal medicine; Renal function; Ejection fraction; Kidney disease; Cardiology; Diabetes mellitus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008302439,0.001046939,0.005211326,0.0009206595,0.000299158,0.001144262,0.0004544935,0.0007200763,0.001091709],"category_scores_gemma":[0.006974266,0.0004733981,0.007698379,0.0007803568,0.0003225509,0.0006293938,0.0008929325,0.001142525,0.000116265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004199232,"about_ca_system_score_gemma":0.0006323062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009001,"about_ca_topic_score_gemma":0.002302934,"domain_scores_codex":[0.995949,0.002262317,0.0005568758,0.0006165732,0.0004176144,0.0001977201],"domain_scores_gemma":[0.9971386,0.001153787,0.001004877,0.0002550657,0.0002475697,0.0002000745],"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":[0.3422561,0.001099228,0.2557735,0.006851959,0.2520601,0.0002328619,0.0001718628,0.003460814,0.003692032,0.0002480242,0.003188968,0.1309645],"study_design_scores_gemma":[0.1060496,0.03488898,0.6244802,0.001435934,0.2198769,0.0005212994,0.0002021805,0.005276222,0.001675078,0.001213145,0.004259698,0.0001206862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538222,0.1374155,0.002790827,0.001140616,0.0005376636,0.0005051055,0.001578331,0.0000999059,0.002109916],"genre_scores_gemma":[0.9910507,0.006071708,0.0007792945,0.0005357114,0.0003825321,0.0001816801,0.0007980116,0.000007164516,0.0001932204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008302439,"threshold_uncertainty_score":0.043908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006284045763379681,"score_gpt":0.2526147965364725,"score_spread":0.2463307507730928,"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."}}