{"id":"W3021783622","doi":"10.1213/ane.0000000000004602","title":"Frailty for Perioperative Clinicians: A Narrative Review","year":2020,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":292,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Stressor; Malnutrition; Quality of life (healthcare); Gerontology; Frailty Index; MEDLINE; Frailty syndrome; Adverse effect; Intensive care medicine; Psychiatry; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000550474,0.001218987,0.006796785,0.0001979592,0.0002232231,0.00006215317,0.0005813451,0.0006917526,0.000453552],"category_scores_gemma":[0.0009276083,0.0009271929,0.002487117,0.0009514805,0.000230918,0.0001424738,0.0000525102,0.001096064,0.0007071256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953339,"about_ca_system_score_gemma":0.001795368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001802305,"about_ca_topic_score_gemma":0.00001210112,"domain_scores_codex":[0.9950715,0.0004775692,0.001817084,0.001378339,0.0005770954,0.0006783532],"domain_scores_gemma":[0.9964039,0.0006462606,0.0008660551,0.001093481,0.0004689817,0.000521282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005221519,0.0001267475,0.000003981783,0.1165164,0.0008767778,0.00111918,0.0008474902,3.277759e-8,1.565708e-7,0.0003503609,0.09683134,0.7832753],"study_design_scores_gemma":[0.0006217389,0.0009133586,0.00001438581,0.1490141,0.005731103,0.002171945,0.0001668245,0.00000854666,5.700848e-7,0.00001435823,0.8406404,0.0007026671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001054944,0.9752065,0.00007366278,0.01531266,0.00008095331,0.007986047,0.00004676323,0.0002079523,0.001084427],"genre_scores_gemma":[0.000001293433,0.9767134,0.001950202,0.01269733,0.0008558819,0.001962925,0.001003496,0.0002457178,0.00456982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7825726,"threshold_uncertainty_score":0.9993179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09090288098343345,"score_gpt":0.4080705325124296,"score_spread":0.3171676515289961,"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."}}