{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004512197,0.0003334974,0.00113856,0.0003079462,0.0002352699,0.000507379,0.0002947651,0.0008575819,0.001321141],"category_scores_gemma":[0.00753506,0.0002195107,0.001444329,0.0003857037,0.0003637522,0.0005500899,0.0003373474,0.001040373,0.0001448603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383319,"about_ca_system_score_gemma":0.0006317412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003550058,"about_ca_topic_score_gemma":0.0006961869,"domain_scores_codex":[0.9979312,0.001104934,0.0002297067,0.0002618843,0.0003614763,0.0001107525],"domain_scores_gemma":[0.9951219,0.002069628,0.001977897,0.000233819,0.0002212183,0.0003754766],"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":[0.558285,0.003580394,0.27434,0.001583798,0.006284812,0.000142108,0.0001638893,0.0009958211,0.003190736,0.0002099567,0.001372713,0.1498507],"study_design_scores_gemma":[0.1234879,0.0941556,0.7674164,0.0003844275,0.0053802,0.0004350224,0.00009362029,0.003483563,0.001873275,0.0005858965,0.002645842,0.00005839291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849617,0.01141023,0.0005215418,0.0004304682,0.00009429453,0.0002097457,0.000648929,0.00001507034,0.001707988],"genre_scores_gemma":[0.9978228,0.0008536493,0.0003248463,0.000243616,0.0001351646,0.0001097032,0.0003059475,0.000001762541,0.0002026143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004512197,"threshold_uncertainty_score":0.02386302,"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."}}