{"id":"W4405751676","doi":"10.1161/jaha.124.037782","title":"Clinical Characteristics and Outcomes of Patients With Heart Failure With Preserved Ejection Fraction and With Reduced Ejection Fraction According to the Prognostic Nutritional Index: Findings From PARADIGM‐HF and PARAGON‐HF","year":2024,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Relypsa; National Medical Research Council; Medical Research Council; Respicardia; American Regent; Intas Pharmaceuticals; Daiichi-Sankyo; Institut National de la Santé et de la Recherche Médicale; British Heart Foundation; ARCA Biopharma; Impulse Dynamics; Sarepta Therapeutics; Ironwood Pharmaceuticals, Incorporated; National Institutes of Health; Regeneron Pharmaceuticals; National Heart, Lung, and Blood Institute; Sun Pharma; University of South Carolina; Sanofi Pasteur; Celladon Corporation; Baylor University Medical Center; Boston Scientific Corporation; Novo Nordisk; MyoKardia; Daiichi Sankyo Europe; Bayer; Gilead Sciences; National Natural Science Foundation of China; Cytokinetics; Brigham and Women's Hospital; Abiomed; Sanofi; LivaNova; GlaxoSmithKline; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Baylor University; Amgen; Université de Lorraine; Moderna; Pfizer; Alnylam Pharmaceuticals; University of Glasgow; U.S. Department of Veterans Affairs","keywords":"Medicine; Ejection fraction; Valsartan; Internal medicine; Heart failure; Sacubitril; Quartile; Cardiology; Proportional hazards model; Interquartile range; Angiotensin receptor; Clinical endpoint; Prospective cohort study; Clinical trial; Angiotensin II; Blood pressure; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008069482,0.0003169079,0.0004555777,0.0005915366,0.0001991237,0.0003647787,0.0002740183,0.000504758,0.0007681747],"category_scores_gemma":[0.001754832,0.000125118,0.0006102316,0.0004567357,0.0002428644,0.0004968679,0.0004860798,0.0004385359,0.0001215339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181595,"about_ca_system_score_gemma":0.0002135004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008004263,"about_ca_topic_score_gemma":0.00109154,"domain_scores_codex":[0.9996296,0.0001046869,0.00005038191,0.0000975213,0.00006009184,0.00005766495],"domain_scores_gemma":[0.9989139,0.0002022385,0.0003937457,0.0000996512,0.000102598,0.0002877471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001124863,0.00008314406,0.9956776,0.00001503799,0.000159674,0.00005566718,0.00005328079,0.00006625701,0.0002672537,0.00003282754,0.0001386555,0.002325651],"study_design_scores_gemma":[0.00007419096,0.0003774719,0.9987896,0.000005490738,0.00005724373,0.0002039443,0.00008824732,0.0002008635,0.00002722761,0.00006254349,0.0001082446,0.000004946448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991506,0.0002610864,0.0000559886,0.00004495036,0.000007580044,0.000006910845,0.0002339672,0.000001220416,0.000237645],"genre_scores_gemma":[0.9992468,0.00006126235,0.00005168444,0.00005103501,0.0000257641,0.00001141644,0.0004959767,7.337892e-7,0.00005522923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008069482,"threshold_uncertainty_score":0.004267573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207556852428349,"score_gpt":0.3268594803500062,"score_spread":0.3061037951071713,"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."}}