{"id":"W4200348627","doi":"10.2106/jbjs.rvw.21.00065","title":"Is Frailty Associated with Adverse Outcomes After Orthopaedic Surgery?","year":2021,"lang":"en","type":"review","venue":"JBJS Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Frailty Index; Systematic review; Adverse effect; Arthroplasty; Physical therapy; Evidence-based medicine; Orthopedic surgery; Surgery; Gerontology; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01166189,0.0008310557,0.004745589,0.005639336,0.0004676612,0.0031376,0.001351111,0.002173705,0.002340128],"category_scores_gemma":[0.06088763,0.0005991229,0.006123947,0.006225147,0.001583134,0.002136606,0.001259737,0.001709602,0.0001805914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00190988,"about_ca_system_score_gemma":0.00385244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006998289,"about_ca_topic_score_gemma":0.008149397,"domain_scores_codex":[0.9901407,0.003672565,0.002745256,0.001291887,0.001841119,0.0003084374],"domain_scores_gemma":[0.9435811,0.0375142,0.0156611,0.0005978249,0.002210684,0.0004350758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001639158,0.00008676123,0.07623603,0.6698037,0.04751205,0.0003881455,0.001017163,0.0005708667,0.0002663275,0.001156889,0.003055177,0.1982677],"study_design_scores_gemma":[0.0006162545,0.001008555,0.2350586,0.5925471,0.1405054,0.002571994,0.001463418,0.0006937546,0.0005006482,0.004076225,0.02072609,0.0002319526],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004467764,0.9940072,0.00009249987,0.0009030289,0.0001187002,0.00002190825,0.0001459025,0.000002318772,0.0002407206],"genre_scores_gemma":[0.1393875,0.8575246,0.0004525588,0.001428367,0.0007550243,0.0001066894,0.0002768706,0.000004839483,0.00006357417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01166189,"threshold_uncertainty_score":0.06167471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136307038307212,"score_gpt":0.3775309639723131,"score_spread":0.2639002601415918,"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."}}