{"id":"W3086267010","doi":"10.1002/ehf2.12891","title":"Early Benefits of Empagliflozin in Patients with or Without Heart Failure: Findings from EMPA-REG OUTCOME","year":2020,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Lunenfeld-Tanenbaum Research Institute; St. Michael's Hospital","funders":"Relypsa; Sanofi Genzyme; National Institutes of Health; Impulse Dynamics; Eli Lilly and Company; Edwards Lifesciences; Novo Nordisk; Sanofi; GlaxoSmithKline; AstraZeneca","keywords":"Empagliflozin; Medicine; EMPA; Internal medicine; Heart failure; Placebo; Diabetes mellitus; Type 2 diabetes; Cardiology; Blood pressure; Clinical trial; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001003205,0.0003429813,0.0008867973,0.0001650643,0.00004730869,0.00003537133,0.0001349643,0.0001352619,0.0005057585],"category_scores_gemma":[0.00007436521,0.0002435537,0.000125091,0.0005247441,0.00006398225,0.0002282494,0.0001020997,0.0002745224,0.0002362478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000723851,"about_ca_system_score_gemma":0.00006240198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002687937,"about_ca_topic_score_gemma":0.0003587757,"domain_scores_codex":[0.9979153,0.00004472909,0.0004849168,0.0005207761,0.0005810526,0.0004532644],"domain_scores_gemma":[0.9990446,0.00005432886,0.00008916362,0.0004026493,0.00009585826,0.0003134288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006529213,0.0003513938,0.9808115,0.00009991282,0.0001726568,0.000009396159,0.0009091691,0.00001059255,0.0001708276,0.00002354289,0.01656684,0.0002212935],"study_design_scores_gemma":[0.008002856,0.002096324,0.9591752,0.0003374579,0.000207796,5.564111e-7,0.0002371614,0.00002354363,0.001037799,0.000005198288,0.02861135,0.0002648012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813543,0.0000475182,0.000006152243,0.01713979,0.00005568564,0.001157991,0.00006165654,0.00009757608,0.00007930625],"genre_scores_gemma":[0.988767,0.000001562614,0.008216091,0.002198538,0.0000926233,0.00004228435,0.0001354746,0.00005897545,0.0004874684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0216363,"threshold_uncertainty_score":0.9931833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719521681686451,"score_gpt":0.2421701657271388,"score_spread":0.2249749489102743,"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."}}