{"id":"W3042528593","doi":"10.1161/circulationaha.120.047077","title":"Dapagliflozin and Diuretic Use in Patients With Heart Failure and Reduced Ejection Fraction in DAPA-HF","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Montreal Heart Institute; Libin Cardiovascular Institute of Alberta","funders":"Janssen Research and Development; American Regent; Institut de Cardiologie de Montréal; Daiichi Sankyo Europe; Servier; Universidad de Córdoba; Vifor Pharma; Universität des Saarlandes; Rigshospitalet; Universitair Medisch Centrum Groningen; Novo Nordisk; Eisai; Gentofte Hospital; University of Oxford; AstraZeneca; Amarin Corporation; Medicines Company; Intarcia Therapeutics; Univerzita Karlova v Praze; Ionis Pharmaceuticals; Deutsche Forschungsgemeinschaft; Zafgen; Universidad Nacional de Córdoba; Defense Acquisition Program Administration; Boston Scientific Corporation; Esperion Therapeutics; Alere; University of Minnesota; Saint Luke's Health System; GlaxoSmithKline; IFM Therapeutics; Cumming School of Medicine, University of Calgary; Univerzita Komenského v Bratislave; University of Toronto; University of Glasgow; Yale University; Pfizer; University of Missouri; Sahlgrenska Akademin; British Heart Foundation; Brigham and Women's Hospital; Sanofi; Rijksuniversiteit Groningen; Bristol-Myers Squibb; Amgen","keywords":"Medicine; Dapagliflozin; Diuretic; Ejection fraction; Heart failure; Cardiology; Internal medicine; Heart failure with preserved ejection fraction; Loop diuretic; Endocrinology; Diabetes mellitus","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":[0.00270188,0.0003048946,0.001113249,0.0003777522,0.0002776154,0.0005337908,0.0003631195,0.0005524813,0.001307423],"category_scores_gemma":[0.003686254,0.0002882654,0.001852043,0.0006925773,0.0002540176,0.0003936595,0.000403442,0.001029797,0.0001126064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973257,"about_ca_system_score_gemma":0.0004097682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315729,"about_ca_topic_score_gemma":0.002177456,"domain_scores_codex":[0.9983553,0.0008814971,0.0001512879,0.0002529463,0.0002376775,0.0001213235],"domain_scores_gemma":[0.9969316,0.001481869,0.001033113,0.0001840551,0.00009855028,0.0002709253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01505116,0.0002379586,0.9669313,0.0002248206,0.002294983,0.0001688646,0.00005197046,0.0002564497,0.000351141,0.00007724383,0.0003647177,0.01398926],"study_design_scores_gemma":[0.001319477,0.001396228,0.9935951,0.00005750288,0.00145482,0.0002497085,0.00003341037,0.0009659193,0.0001089941,0.0002139374,0.000595051,0.000009804006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901943,0.007570017,0.0003438564,0.0003203264,0.00008831915,0.00004432981,0.0004679587,0.000005846133,0.0009651047],"genre_scores_gemma":[0.9982383,0.0008114071,0.0001987672,0.0001363623,0.0001312969,0.00002821724,0.000314837,0.00000145105,0.000139351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00270188,"threshold_uncertainty_score":0.01428908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410163725749698,"score_gpt":0.2188754367671208,"score_spread":0.2047737995096238,"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."}}