{"id":"W2883179348","doi":"10.1097/sla.0000000000002967","title":"Frailty as a Predictor of Death or New Disability After Surgery","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ottawa Hospital; Dalhousie University; Montfort Hospital; University of Ottawa","funders":"Agency for Healthcare Research and Quality; National Institute on Drug Abuse; Ottawa Hospital Anesthesia Alternate Funds Association; University of Ottawa","keywords":"Medicine; Confidence interval; Frailty Index; Odds ratio; Prospective cohort study; Cohort study; Gerontology; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003225808,0.0004593304,0.0003732594,0.0009115374,0.0002121668,0.0005602057,0.0003726185,0.0004906663,0.001146271],"category_scores_gemma":[0.01344868,0.0001678468,0.0005443526,0.0004017418,0.0003707379,0.0004332528,0.0005685558,0.0006782286,0.0001431311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796026,"about_ca_system_score_gemma":0.0002732211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476993,"about_ca_topic_score_gemma":0.001802154,"domain_scores_codex":[0.9991572,0.0003376609,0.0000876788,0.0001423814,0.0001802043,0.00009488597],"domain_scores_gemma":[0.991686,0.003367378,0.003437059,0.0003664344,0.0004801422,0.0006629619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003613604,0.00002414656,0.9977711,0.00001066846,0.00008105417,0.00001907744,0.0000204648,0.00008261201,0.0000568149,0.000005946175,0.00003917394,0.001527595],"study_design_scores_gemma":[0.0000170372,0.0002950333,0.9984739,0.00001873691,0.00006930144,0.0001267417,0.00004536031,0.0008085339,0.00006460282,0.00002712763,0.00004834482,0.000005321119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990466,0.0005029362,0.00008127265,0.00005107343,0.0000078189,0.000005004477,0.0001432856,0.000002686573,0.0001591854],"genre_scores_gemma":[0.9997215,0.00006120202,0.00005897787,0.000006780809,0.000009280083,0.000003359149,0.0001017771,6.727492e-7,0.00003646845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225808,"threshold_uncertainty_score":0.01705986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2962070578328813,"score_gpt":0.379939230192044,"score_spread":0.08373217235916275,"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."}}