{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009056726,0.0003244566,0.0007941179,0.0001692493,0.0001783946,0.0002866761,0.0001988571,0.0004470831,0.001825103],"category_scores_gemma":[0.0008535665,0.0001614122,0.0006434706,0.0001750392,0.0002289902,0.0002566707,0.0001585809,0.0008360234,0.0001449874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190167,"about_ca_system_score_gemma":0.0003855257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003594307,"about_ca_topic_score_gemma":0.001685482,"domain_scores_codex":[0.9997347,0.0001307695,0.00003367788,0.0000298891,0.00002818397,0.00004271941],"domain_scores_gemma":[0.9995288,0.0001551872,0.0001584347,0.00002212518,0.00003004451,0.000105473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7753964,0.01256367,0.04577652,0.002032425,0.002718405,0.0001684329,0.00010454,0.0008686316,0.01764464,0.0001795491,0.001121517,0.1414253],"study_design_scores_gemma":[0.3206415,0.3816186,0.2855065,0.0002666924,0.003317126,0.000560611,0.000126096,0.001427102,0.003319083,0.0004085699,0.002763069,0.00004512687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954389,0.00336807,0.00007415604,0.0001343877,0.00004783086,0.0001498147,0.0001330366,0.000008541101,0.0006452937],"genre_scores_gemma":[0.9975101,0.001209425,0.0002499154,0.0002301455,0.00006678163,0.0002047009,0.0001529023,0.000001728258,0.000374256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001825103,"threshold_uncertainty_score":0.006105542,"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."}}