{"id":"W2122075629","doi":"10.1007/s12630-014-0273-z","title":"Frailty and perioperative outcomes: a narrative review","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital; Manitoba Health; St. Boniface Hospital","funders":"Canadian Society of Nephrology; Kidney Foundation of Canada; Manitoba Health Research Council","keywords":"Perioperative; Medicine; MEDLINE; Intensive care medicine; Population; Cochrane Library; Adverse effect; Meta-analysis; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002410429,0.001332273,0.007254541,0.00162599,0.0006998386,0.0003528887,0.000918286,0.0007697859,0.0006199807],"category_scores_gemma":[0.001889533,0.0009556253,0.001744679,0.0008038619,0.0006548068,0.0004424677,0.00002343387,0.003682018,0.00005707953],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173624,"about_ca_system_score_gemma":0.02134839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455241,"about_ca_topic_score_gemma":0.008159004,"domain_scores_codex":[0.9933269,0.0007947254,0.002976139,0.0005959938,0.000946051,0.001360201],"domain_scores_gemma":[0.9880928,0.0003774135,0.002720071,0.0006821878,0.00166128,0.006466254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002648945,0.00003884287,0.0001458254,0.02532723,0.00119587,0.6431426,0.002762388,9.016634e-7,6.993798e-8,0.000111364,0.03051393,0.2967345],"study_design_scores_gemma":[0.0004959002,0.0007936785,0.00005309665,0.06415817,0.00187521,0.4716746,0.0002327235,5.753737e-7,6.480484e-8,0.00001235392,0.4602896,0.0004140323],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000698433,0.9882724,0.000004764343,0.008513169,0.0005256252,0.001155194,0.00002365223,0.00001367521,0.000793036],"genre_scores_gemma":[0.0002140025,0.9934914,0.0004723068,0.001003852,0.001249588,0.00002361765,0.00003574357,0.0002068352,0.003302731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4297757,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353786421438147,"score_gpt":0.3106320893295208,"score_spread":0.2770942251151393,"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."}}