{"id":"W4387337928","doi":"10.1016/j.cjca.2023.06.368","title":"THE IMPACT OF FRAILTY ON OUTCOMES FOR ELDERLY PATIENTS UNDERGOING PCI, CABG, OR MEDICAL MANAGEMENT FOLLOWING ACS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research","funders":"","keywords":"Medicine; Conventional PCI; Acute coronary syndrome; Quality of life (healthcare); Internal medicine; Emergency medicine; Intensive care medicine; Gerontology; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009891842,0.0003214887,0.0005227991,0.0008053574,0.0006971416,0.00112301,0.0004532216,0.0009169543,0.002333577],"category_scores_gemma":[0.009288342,0.0001638075,0.001432387,0.0008807724,0.0003589107,0.0008026697,0.001038472,0.001855409,0.0002112401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009541024,"about_ca_system_score_gemma":0.001100718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02316725,"about_ca_topic_score_gemma":0.04249185,"domain_scores_codex":[0.9993143,0.000124892,0.0001035326,0.00008657685,0.0001320055,0.000238762],"domain_scores_gemma":[0.9955078,0.0007495726,0.001680434,0.0001652872,0.0004983162,0.001398566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003385854,0.00008923493,0.9934676,0.00003568466,0.0002850808,0.0001275664,0.0000964959,0.0001009794,0.00004134293,0.00007506341,0.0004101854,0.004932076],"study_design_scores_gemma":[0.000009818027,0.0001051598,0.9990828,0.00003096537,0.00009275089,0.00009560034,0.0001801756,0.0001366965,0.00000750356,0.0001057899,0.0001452198,0.000007511163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931867,0.002442243,0.00006669115,0.001049977,0.00008783299,0.00001101939,0.000820045,0.00000337613,0.002332121],"genre_scores_gemma":[0.9983998,0.0005636309,0.00004534622,0.0001851694,0.0001018575,0.000004826653,0.0005362913,0.000001543389,0.000161483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316725,"threshold_uncertainty_score":0.04606479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03696092849332263,"score_gpt":0.3347775479213277,"score_spread":0.2978166194280051,"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."}}