{"id":"W4408571806","doi":"10.1097/scs.0000000000011221","title":"Influence of Living Arrangements on Perioperative Cognitive Dysfunction Among Elderly Patients","year":2025,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Postoperative cognitive dysfunction; Spouse; Neurocognitive; Montreal Cognitive Assessment; Mini–Mental State Examination; Activities of daily living; Cognition; Cohort; Logistic regression; Perioperative nursing; Anesthesia; Physical therapy; Cognitive impairment; Internal medicine; Psychiatry","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":[0.0003486076,0.0001916972,0.0002466349,0.00054081,0.0003385631,0.0003667891,0.0001547741,0.0001791226,0.001161293],"category_scores_gemma":[0.002989659,0.00008428907,0.000372887,0.0005282988,0.0002138937,0.0003125154,0.000368591,0.0003264451,0.0001308577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180406,"about_ca_system_score_gemma":0.0002522456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432359,"about_ca_topic_score_gemma":0.002003824,"domain_scores_codex":[0.9996675,0.00009481916,0.00005332088,0.00004521643,0.00007307922,0.00006608878],"domain_scores_gemma":[0.9983013,0.0003086777,0.0008422182,0.00005765976,0.0001662185,0.0003239064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006890277,0.00002855579,0.9980546,0.000007785419,0.00004229754,0.000130359,0.00004709528,0.00001934228,0.00005365473,0.000005469927,0.00003756604,0.001504303],"study_design_scores_gemma":[0.00000348836,0.000169355,0.998928,0.000008486311,0.0000288008,0.0003993362,0.0002361151,0.00006947287,0.00003622244,0.00001578727,0.0001018429,0.000003151056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991295,0.0003507591,0.00003514694,0.00004190126,0.000009528809,0.000003113553,0.00007281878,0.000001027842,0.0003562633],"genre_scores_gemma":[0.9997261,0.0001098581,0.0000276811,0.00002011071,0.00001265484,0.000002313238,0.000061465,3.654204e-7,0.0000394838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001432359,"threshold_uncertainty_score":0.003884971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008616341421902365,"score_gpt":0.2596366645677007,"score_spread":0.2510203231457984,"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."}}