{"id":"W3161336292","doi":"10.1016/j.jchf.2021.02.006","title":"Temporal Trends and Factors Associated With Cardiac Rehabilitation Participation Among Medicare Beneficiaries With Heart Failure","year":2021,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; CareDx; National Institute on Aging; Bayer Fund; Patient-Centered Outcomes Research Institute; Novartis; Boehringer Ingelheim; Amgen; Duke Clinical Research Institute; Novo Nordisk; American Heart Association; Abbott Laboratories; AstraZeneca; Gilead Sciences","keywords":"Medicine; Heart failure; Ejection fraction; Logistic regression; Rehabilitation; Internal medicine; Quality of life (healthcare); Canadian Cardiovascular Society; Physical therapy; Emergency medicine; Cardiology; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007876866,0.0002037896,0.0002681797,0.001288295,0.0006634627,0.0009259498,0.0006029256,0.0008864918,0.003426339],"category_scores_gemma":[0.002818806,0.0002686513,0.0008067687,0.00228963,0.0002899667,0.001109695,0.0008293521,0.00115437,0.0003504481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005385448,"about_ca_system_score_gemma":0.0007756948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03881428,"about_ca_topic_score_gemma":0.04396228,"domain_scores_codex":[0.9994518,0.0000740871,0.00009077401,0.0001070089,0.00006490791,0.0002113984],"domain_scores_gemma":[0.997386,0.0003651481,0.001362309,0.000126028,0.0003052009,0.0004552823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009296297,0.00002636846,0.999057,0.000006836944,0.00003661307,0.00002611375,0.00006856431,0.00002319966,0.00004935814,0.00002115914,0.0001156759,0.0004762142],"study_design_scores_gemma":[0.000002414228,0.00003522935,0.9990752,0.000006876204,0.00001878388,0.00006962672,0.0004255814,0.0001462818,0.00001666291,0.00001372503,0.0001869355,0.000002716666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995758,0.0004263178,0.00005421555,0.0002324259,0.0000128297,0.000008361344,0.002567124,0.000005299645,0.0009354319],"genre_scores_gemma":[0.9974617,0.0002253558,0.0000437073,0.0000688872,0.00002834876,0.00001486887,0.001743343,0.0000028077,0.0004110734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03881428,"threshold_uncertainty_score":0.07717669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429476808382547,"score_gpt":0.2937851650278112,"score_spread":0.2794903969439858,"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."}}