{"id":"W2883873735","doi":"10.1161/jaha.118.009882","title":"Association of Frailty and Long‐Term Survival in Patients Undergoing Coronary Artery Bypass Grafting","year":2018,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; CorHealth Ontario; University of Ottawa; Canada Research Chairs; Heart and Stroke Foundation of Canada","keywords":"Medicine; Bypass grafting; Artery; Internal medicine; Cardiology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232594,0.0001008866,0.0005081682,0.0001285083,0.00006728148,0.00001745198,0.00008262602,0.00006772044,0.000009624378],"category_scores_gemma":[0.002628189,0.00008093984,0.0001341943,0.000324931,0.0000638774,0.00018817,0.00004897652,0.0003066646,0.000003132217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155244,"about_ca_system_score_gemma":0.0001289431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005075117,"about_ca_topic_score_gemma":0.0002686537,"domain_scores_codex":[0.9979963,0.0003349719,0.0005890594,0.0001047801,0.0007581119,0.0002167924],"domain_scores_gemma":[0.9969795,0.0006884208,0.001595962,0.0001276687,0.0005447158,0.00006367319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001640344,0.0001328755,0.9945765,0.00001588798,0.0002073381,0.000001679921,0.0005050235,0.000003040099,0.001093813,8.162441e-7,0.001206362,0.002092697],"study_design_scores_gemma":[0.00225866,0.0008755188,0.9958027,0.0002317225,0.0001207986,0.00001365758,0.0001272881,0.00004037418,0.0003623802,0.00004064359,0.0000577632,0.00006848694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957477,0.00002339455,0.00002028367,0.003430624,0.0005143236,0.0001542889,0.000005701616,0.000006557689,0.00009714829],"genre_scores_gemma":[0.9986723,0.00003361688,0.0002499329,0.0004381581,0.000296479,8.323821e-7,0.000002079006,0.00001435646,0.0002922138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002992466,"threshold_uncertainty_score":0.3300631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0154786812538184,"score_gpt":0.279825906479333,"score_spread":0.2643472252255146,"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."}}