{"id":"W3136527868","doi":"10.1136/bmj.n461","title":"Age dependent associations of risk factors with heart failure: pooled population based cohort study","year":2021,"lang":"en","type":"review","venue":"BMJ","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Prothena; Eisai; Cytokinetics; Ironwood Pharmaceuticals, Incorporated; National Institutes of Health; Regeneron Pharmaceuticals; Aetna Foundation; Boston Scientific Corporation; School of Medicine, Boston University; Vifor Pharma; Evans Medical Foundation; U.S. Department of Health and Human Services; Kowa Company; United Therapeutics Corporation; NHLBI Division of Intramural Research; Menarini Group; Novo Nordisk; MyoKardia; Abbott Diagnostics; Nierstichting; Bayer; Gilead Sciences; Pfizer; Heart and Stroke Foundation of Canada; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; Edwards Lifesciences; Amgen; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; American Heart Association","keywords":"Medicine; Heart failure; Hazard ratio; Internal medicine; Framingham Risk Score; Population; Framingham Heart Study; Ejection fraction; Diabetes mellitus; Cohort study; Myocardial infarction; Cohort; Cardiology; Relative risk; Confidence interval; Disease; 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":[0.004359335,0.00137574,0.002262776,0.002127531,0.0003721831,0.0009876846,0.0005935104,0.0009271477,0.001040002],"category_scores_gemma":[0.005544357,0.0007892415,0.003776217,0.002282489,0.000180914,0.00058966,0.0009644461,0.0004968475,0.0002625526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070394,"about_ca_system_score_gemma":0.0004724035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009300702,"about_ca_topic_score_gemma":0.007612966,"domain_scores_codex":[0.9976745,0.0007468307,0.0002632335,0.0007098668,0.0003845609,0.0002210345],"domain_scores_gemma":[0.9970775,0.0003786664,0.0008819259,0.0008442003,0.0006156201,0.0002021566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002288589,0.00006645528,0.9805116,0.0001698878,0.01163529,0.0001522753,0.00006903906,0.0002234039,0.0007923853,0.00002703034,0.0007829357,0.003281032],"study_design_scores_gemma":[0.0001139934,0.00024625,0.9947751,0.00001810939,0.003838049,0.0001707977,0.00004696045,0.0002681827,0.00008536443,0.00002881098,0.0003947979,0.00001369083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9760342,0.007905035,0.002720874,0.00008961735,0.0001388832,0.0001755024,0.01201114,0.0001158554,0.000808756],"genre_scores_gemma":[0.9895995,0.001485341,0.0009153314,0.00008112585,0.0001197882,0.0001607798,0.007202691,0.00001730903,0.0004181504],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009300702,"threshold_uncertainty_score":0.02305466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780153618798919,"score_gpt":0.3589373489826695,"score_spread":0.3111358127946804,"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."}}