{"id":"W4408303456","doi":"10.31744/einstein_journal/2025ao0713","title":"Barriers to cardiac rehabilitation and their association with hospital readmission in patients with heart failure","year":2025,"lang":"en","type":"article","venue":"Einstein (São Paulo)","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; York University; University Health Network","funders":"","keywords":"Heart failure; Rehabilitation; Medicine; Hospital readmission; Association (psychology); Emergency medicine; Internal medicine; Physical therapy; Cardiology; Psychology","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":[0.001304684,0.000229496,0.0003664234,0.0005883939,0.0005283364,0.0007508594,0.0003746961,0.0005548711,0.002266162],"category_scores_gemma":[0.008721054,0.0001924802,0.0004701508,0.0005473353,0.0002684718,0.0005123868,0.0006948056,0.001088739,0.0001801424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258419,"about_ca_system_score_gemma":0.0007653864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005344282,"about_ca_topic_score_gemma":0.006766306,"domain_scores_codex":[0.9992506,0.000246662,0.0001177419,0.00005666905,0.0001734645,0.0001549164],"domain_scores_gemma":[0.9931527,0.001591142,0.003264748,0.0001602888,0.0005499718,0.001281146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004324687,0.00006534773,0.9986774,0.00001735952,0.00002069638,0.0000189134,0.0001142942,0.00001632243,0.00001745536,0.000006638615,0.00008179544,0.0009204848],"study_design_scores_gemma":[0.000004601437,0.00007223632,0.9991751,0.00002389562,0.00001284138,0.00007164929,0.0004108817,0.0001257789,0.00001030504,0.00001341299,0.00007561671,0.000003546179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990676,0.0003552802,0.00003151158,0.0001921986,0.00000815001,0.000009477468,0.00006667796,0.00000264468,0.0002665913],"genre_scores_gemma":[0.9997382,0.0000939518,0.00003271726,0.00002512185,0.000009111415,0.000007858749,0.00005388827,7.35673e-7,0.00003848541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005344282,"threshold_uncertainty_score":0.01062632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002137168379999278,"score_gpt":0.2366483995816172,"score_spread":0.2345112312016179,"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."}}