{"id":"W4377939048","doi":"10.1001/jamacardio.2023.1090","title":"Safety and Efficacy of Empagliflozin and Diuretic Use in Patients with Heart Failure and Preserved Ejection Fraction","year":2023,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; St. Michael's Hospital","funders":"Janssen Pharmaceuticals; Respicardia; HLS Therapeutics; Servier; Pfizer; Vifor Pharma; Sanofi; Bayer HealthCare; Amarin Corporation; Novo Nordisk; Cytokinetics; Amgen; Abbott Diagnostics; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Empagliflozin; Diuretic; Medicine; Heart failure; Ejection fraction; Furosemide; Internal medicine; Loop diuretic; Placebo; Cardiology; Heart failure with preserved ejection fraction; Diabetes mellitus; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001025276,0.00007482944,0.0002759781,0.0001274291,0.00002069959,0.000008762646,0.000009483982,0.00007006653,0.000002317542],"category_scores_gemma":[0.00007867983,0.00005690108,0.00001647544,0.0001211604,0.00006119969,0.00009513716,0.00004115462,0.00006883673,0.000001227186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000158061,"about_ca_system_score_gemma":0.000005290866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004834927,"about_ca_topic_score_gemma":0.00003063496,"domain_scores_codex":[0.9994763,0.00006128908,0.0001085676,0.0001747771,0.00006657407,0.0001125078],"domain_scores_gemma":[0.9996905,0.0001079552,0.00003131089,0.0001037737,0.00002864718,0.00003783662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000641452,0.00003048791,0.9972196,0.00005538688,0.0001135658,0.000005443782,0.00002916756,0.00001882014,0.00007961778,0.00002326869,0.000523538,0.001259707],"study_design_scores_gemma":[0.005556367,0.0006985996,0.9898973,0.00004603777,0.0001222934,0.000001887085,0.000072494,0.00006540153,0.00002860075,0.0000134447,0.003450506,0.00004707144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99887,0.0000568504,0.00001193721,0.0004565417,0.00003325105,0.0004262815,0.00000535722,0.00002375791,0.0001160152],"genre_scores_gemma":[0.9995421,0.0001027772,0.0001144124,0.00004346766,0.00002458547,0.00001040325,0.0000616229,0.000007642023,0.00009294633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007322248,"threshold_uncertainty_score":0.2320359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001463876888193,"score_gpt":0.2312000383380245,"score_spread":0.2211853995691426,"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."}}