{"id":"W4402066996","doi":"10.1016/j.jacc.2024.08.023","title":"Atrial Fibrillation and Semaglutide Effects in Obesity-Related Heart Failure With Preserved Ejection Fraction","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; American Regent; Daiichi-Sankyo; British Heart Foundation; Horizon Therapeutics; Impulse Dynamics; Novo Nordisk; MyoKardia; National Institutes of Health; Regeneron Pharmaceuticals; Dexcom; ReCor Medical; Astellas Pharma; Cytokinetics; Sanofi; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Canadian Institutes of Health Research; Prothena; AstraZeneca; Amarin Corporation; Boston Scientific Corporation; Eli Lilly and Company; U.S. Department of Defense; Arrowhead Pharmaceuticals; HLS Therapeutics; LivaNova; GlaxoSmithKline; National Institute on Aging; National Institute for Health and Care Research; CSL Behring; Bristol-Myers Squibb; Edwards Lifesciences; Amgen; Tenax Therapeutics; Heart and Stroke Foundation of Canada; Moderna; Pfizer; Esperion Therapeutics; Alnylam Pharmaceuticals; Gilead Sciences","keywords":"Semaglutide; Medicine; Heart failure; Heart failure with preserved ejection fraction; Atrial fibrillation; Ejection fraction; Cardiology; Internal medicine; Obesity; Type 2 diabetes; 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":[0.0004920399,0.00009391381,0.0006621655,0.0002604401,0.00003489605,0.000005591904,0.00003413235,0.00006905845,0.000004167533],"category_scores_gemma":[0.0002039478,0.00005486732,0.000505313,0.0005645438,0.0001575265,0.00006705336,0.00002056365,0.0003316705,0.00000124762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166238,"about_ca_system_score_gemma":0.0001471348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004074376,"about_ca_topic_score_gemma":0.00001521545,"domain_scores_codex":[0.9988469,0.0004065584,0.0002974452,0.0001198189,0.0002289738,0.0001002665],"domain_scores_gemma":[0.9992183,0.0002635258,0.0002125735,0.0001426803,0.0001128493,0.00005009338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397488,0.000005937732,0.9814303,0.00009881381,0.001223224,0.0001310128,0.00002096245,0.007869962,0.004645142,0.00002916563,0.002495246,0.00065276],"study_design_scores_gemma":[0.001685085,0.001174634,0.9678541,0.0002987497,0.0006788484,0.004764556,0.0002909606,0.0005419385,0.0006468387,0.00008176597,0.02190959,0.00007288592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959452,0.001074053,0.0005604717,0.00140549,0.0006557739,0.000262677,0.000004197964,0.00001199763,0.00008018586],"genre_scores_gemma":[0.9989321,0.0001963055,0.0002604629,0.00002436342,0.0005042757,5.723443e-7,8.376792e-7,0.00001197009,0.00006916646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941435,"threshold_uncertainty_score":0.2237425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005648678135014392,"score_gpt":0.2384511806409668,"score_spread":0.2328025025059525,"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."}}