{"id":"W7117261342","doi":"10.1002/alz70857_099172","title":"What is the prevalence of impaired cognitive domains in 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":"Baycrest Hospital; Ontario Shores Centre for Mental Health Sciences; Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Cognition; Cognitive decline; Cognitive impairment; Cognitive disabilities; MEDLINE; Selection (genetic algorithm); Cognitive test","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01527133,0.002715064,0.01760106,0.008326398,0.0007628563,0.00340466,0.002378919,0.002351688,0.0030537],"category_scores_gemma":[0.04118703,0.001707624,0.03785153,0.009258994,0.0008479192,0.002027513,0.0016095,0.001756733,0.0002941859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002487736,"about_ca_system_score_gemma":0.00387377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008237535,"about_ca_topic_score_gemma":0.01746452,"domain_scores_codex":[0.9881771,0.004955771,0.004150237,0.00124015,0.001084292,0.0003923968],"domain_scores_gemma":[0.9697759,0.0219382,0.00489059,0.0009108693,0.002149256,0.0003352395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001157133,0.00002430662,0.01004336,0.377654,0.6013899,0.0001378923,0.00009221218,0.0002928407,0.0001393898,0.00008593464,0.0004583268,0.008524638],"study_design_scores_gemma":[0.0003333906,0.0001641487,0.007291191,0.03691835,0.9536071,0.0001240884,0.00006328012,0.0001314609,0.00008637348,0.0001227191,0.001133285,0.00002460278],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005432324,0.9930043,0.0003440842,0.0001962243,0.0001032066,0.0002011847,0.0005162095,0.00001530021,0.0001871692],"genre_scores_gemma":[0.2071752,0.7873579,0.001873604,0.000956977,0.0002899815,0.001130315,0.0009773193,0.00002384526,0.0002147965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9823989,"threshold_uncertainty_score":0.08076352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219279300173084,"score_gpt":0.3076081880844533,"score_spread":0.2854153950827225,"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."}}