{"id":"W3083153332","doi":"10.1161/circulationaha.120.047480","title":"Effect of Dapagliflozin on Outpatient Worsening of Patients With Heart Failure and Reduced Ejection Fraction","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Montreal Heart Institute; Libin Cardiovascular Institute of Alberta","funders":"American Regent; Cumming School of Medicine, University of Calgary; Institut de Cardiologie de Montréal; Servier; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; Vifor Pharma; Universität des Saarlandes; Universitair Medisch Centrum Groningen; Novo Nordisk; Daiichi-Sankyo; Gentofte Hospital; Semmelweis Egyetem; University of Minnesota; Saint Luke's Health System; Universidade de São Paulo; AstraZeneca; Amarin Corporation; Uniwersytet Łódzki; Intarcia Therapeutics; Regeneron Pharmaceuticals; Deutsche Forschungsgemeinschaft; Zafgen; Universidad Nacional de Córdoba; Boston Scientific Corporation; Alnylam Pharmaceuticals; Alere; University of Toronto; University of New South Wales; University of Glasgow; Yale University; Pfizer; University of Missouri; British Heart Foundation; Eisai; Cytokinetics; Brigham and Women's Hospital; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; University of Missouri-Kansas City; GlaxoSmithKline; Amgen; Eli Lilly and Company; Rijksuniversiteit Groningen; Bristol-Myers Squibb","keywords":"Medicine; Ejection fraction; Dapagliflozin; Heart failure; Cardiology; Internal medicine; Diabetes mellitus; Endocrinology","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":[0.00005564805,0.00007103186,0.0001648981,0.00006384068,0.00001889043,0.000002631465,0.000008118922,0.00003160067,0.00000889933],"category_scores_gemma":[0.00004023916,0.00005478878,0.00002690167,0.0001197434,0.00001358634,0.00006704067,0.000006274175,0.00004224893,0.000002274787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003324835,"about_ca_system_score_gemma":0.000004495071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004495188,"about_ca_topic_score_gemma":3.840609e-7,"domain_scores_codex":[0.9994914,0.00003336497,0.0001226727,0.0001277038,0.0001697402,0.00005513724],"domain_scores_gemma":[0.9997099,0.00003000113,0.000101945,0.00007350536,0.00004839867,0.00003621864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006483787,0.00009812156,0.9872313,0.0002289189,0.00006052524,2.182773e-7,0.0001105897,0.0002766278,0.005806373,0.00001985593,0.0000563409,0.005462768],"study_design_scores_gemma":[0.002263692,0.003083267,0.9745073,0.0001411333,0.00021575,8.842992e-8,0.0000333354,0.0009778138,0.01857378,0.000002912772,0.0001533731,0.00004761024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988148,0.000009408758,0.0001705086,0.000156034,0.00003404525,0.0005718926,0.000001427358,0.00001989191,0.0002219675],"genre_scores_gemma":[0.9996818,7.096329e-7,0.0001488226,0.00004057144,0.00002377247,0.000009783021,0.00008303711,0.000008344709,0.000003200765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127674,"threshold_uncertainty_score":0.2234221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008704888395432975,"score_gpt":0.2299676209804108,"score_spread":0.2212627325849778,"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."}}