{"id":"W4401331845","doi":"10.1186/s43044-024-00532-z","title":"Prognostic value of quality of life and functional status in patients with heart failure: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"The Egyptian Heart Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Medicine; Internal medicine; Heart failure; Hazard ratio; Confidence interval; Clinical endpoint; Observational study; Meta-analysis; Ejection fraction; Risk of mortality; Quality of life (healthcare); Randomized controlled trial; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002445873,0.0003991843,0.0071854,0.0004905124,0.00005660403,0.00003839895,0.00006035394,0.00008897413,0.0001617913],"category_scores_gemma":[0.000335691,0.000172508,0.001232631,0.0008638477,0.000119353,0.00006616906,0.00007277766,0.0005091632,0.000009682684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000707674,"about_ca_system_score_gemma":0.0003332342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003708134,"about_ca_topic_score_gemma":0.00002862157,"domain_scores_codex":[0.9957926,0.001131855,0.001776297,0.0002987646,0.0007361476,0.0002642919],"domain_scores_gemma":[0.9980503,0.0003943157,0.0006862144,0.0004356747,0.0001872286,0.0002462124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003556981,0.0002111986,0.00448069,0.8759337,0.1168713,0.000005640014,0.000065178,0.000001032603,2.560397e-8,0.00007938066,0.002217425,0.00009889578],"study_design_scores_gemma":[0.0005571225,0.0004038651,0.006200282,0.05380426,0.92026,0.00008659645,0.00003510832,0.000002050178,1.982914e-8,0.00001572052,0.01846302,0.0001720296],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002358357,0.9925213,0.00001286299,0.00351075,0.00002270108,0.003629171,0.00005088378,0.000008209581,0.000008290114],"genre_scores_gemma":[0.001768782,0.9964359,0.0008385748,0.0004587834,0.00003127042,0.0001731128,0.00004304948,0.00003754198,0.0002129949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8221294,"threshold_uncertainty_score":0.7034672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09743686270596723,"score_gpt":0.3592673091340374,"score_spread":0.2618304464280701,"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."}}