{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003352308,0.00006980591,0.0001147296,0.00009704244,0.00001799031,0.00002242104,0.000006425887,0.00003792962,0.000006357867],"category_scores_gemma":[0.00003035652,0.00006287278,0.000007838657,0.0001707477,0.0000132489,0.0002558375,0.000008642432,0.00006156298,0.000002386207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005151803,"about_ca_system_score_gemma":0.000006239555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003379515,"about_ca_topic_score_gemma":0.00004117674,"domain_scores_codex":[0.9995222,0.00001977147,0.0001002867,0.0001813717,0.0000976362,0.00007872466],"domain_scores_gemma":[0.9998328,0.00001280624,0.00003031176,0.00005918893,0.0000192891,0.00004560149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039713,0.00007044899,0.9974824,0.00003903348,0.00001071765,0.000001448496,0.0001194055,0.00005101566,0.0008790889,0.00002980144,0.00005408796,0.001158642],"study_design_scores_gemma":[0.002576813,0.0001592682,0.9948123,0.00006905579,0.00004381482,3.451547e-7,0.0000756224,0.001842108,0.00008114018,0.00002060996,0.0002594667,0.00005952633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984372,0.00002167367,0.00006459745,0.0008702289,0.00001879736,0.0005006338,6.335017e-7,0.00002176502,0.0000644262],"genre_scores_gemma":[0.9994764,0.000004173231,0.0002249271,0.0001781489,0.00001991666,0.00001068261,0.0000697559,0.000008675506,0.000007308115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002670109,"threshold_uncertainty_score":0.2563878,"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."}}