{"id":"W3187068464","doi":"10.1161/jaha.120.020219","title":"The Essential Frailty Toolset in Older Adults Undergoing Coronary Artery Bypass Surgery","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Artery; Bypass grafting; Proportional hazards model; Cohort; Conventional PCI; Surgery; Coronary artery bypass surgery; Internal medicine; Cardiology; Myocardial infarction; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820232,0.0005054462,0.0003642901,0.001302608,0.0003105898,0.0006022508,0.000458593,0.0003313588,0.001034206],"category_scores_gemma":[0.006971671,0.000157664,0.0005832905,0.000964051,0.0002024149,0.0004817684,0.001066275,0.0007347587,0.0002114641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004374666,"about_ca_system_score_gemma":0.0005517934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008875339,"about_ca_topic_score_gemma":0.02003608,"domain_scores_codex":[0.9993922,0.0001748153,0.0001227622,0.00006497761,0.0001397625,0.0001055556],"domain_scores_gemma":[0.9960384,0.0005318575,0.002298539,0.000137096,0.0004436225,0.0005504261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001654134,0.00002558681,0.9944785,0.000029098,0.00003937995,0.00003152385,0.00003896249,0.00008106545,0.00003606219,0.00001693106,0.0005054658,0.00455186],"study_design_scores_gemma":[0.00002681169,0.0002228047,0.9981515,0.00005610469,0.0000400297,0.0001491795,0.00005625749,0.0005290306,0.00005915847,0.00007952843,0.000619771,0.0000097375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929848,0.001145493,0.0003247117,0.000333221,0.00004178634,0.00007585024,0.003716589,0.00001904439,0.001358546],"genre_scores_gemma":[0.9963121,0.0003674563,0.0005889059,0.0001322541,0.00004022229,0.00009498446,0.002177055,0.0000041537,0.0002829326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008875339,"threshold_uncertainty_score":0.01764739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289694195737903,"score_gpt":0.2745719526195465,"score_spread":0.2616750106621675,"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."}}