{"id":"W7116873144","doi":"10.1002/alz70860_097007","title":"Prevalence of postoperative neurocognitive disorders in older non‐cardiac surgical patients: a systematic review and meta‐analysis","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; Western University","funders":"","keywords":"Perioperative; Neurocognitive; Orthopedic surgery; Postoperative cognitive dysfunction; Intervention (counseling); Cognitive impairment; Cognition; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0113938,0.002272186,0.01399924,0.00732028,0.000621731,0.00295536,0.001774562,0.001874959,0.002370383],"category_scores_gemma":[0.02923575,0.00139998,0.03455596,0.00734873,0.0005645517,0.001647159,0.001366308,0.001374297,0.0002163146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128989,"about_ca_system_score_gemma":0.00304154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006292976,"about_ca_topic_score_gemma":0.01545211,"domain_scores_codex":[0.9920987,0.003036442,0.002840315,0.000840121,0.0009270443,0.0002573622],"domain_scores_gemma":[0.982426,0.01255083,0.003002614,0.0005361472,0.001307788,0.0001765706],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001036296,0.00002287369,0.007429169,0.4388769,0.540429,0.0001604771,0.00009760365,0.0005332191,0.000237004,0.0001153624,0.0006271417,0.0104349],"study_design_scores_gemma":[0.0002788497,0.0001559958,0.006012402,0.03782218,0.9535306,0.0001405887,0.00005376412,0.0001853648,0.00013111,0.0001504714,0.001515498,0.00002319314],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006158197,0.9920319,0.0004469219,0.0001595622,0.00008896043,0.0002299245,0.0006418726,0.00002312533,0.0002195761],"genre_scores_gemma":[0.173378,0.8207559,0.002418036,0.000671093,0.0001940286,0.001194878,0.001069204,0.00002497093,0.000293972],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9886062,"threshold_uncertainty_score":0.0602569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196678245114102,"score_gpt":0.286540103728578,"score_spread":0.2745733212774369,"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."}}