{"id":"W4412514166","doi":"10.1016/j.jclinane.2025.111940","title":"The utility of the Ascertain Dementia Eight-item Questionnaire (AD8) and Mini-Cog in detecting cognitive impairment in older surgical patients – The Detect CI study","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Women's College Hospital; Toronto Western Hospital; University Health Network","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Government of Ontario; University Health Network Foundation; Merck; ResMed Foundation","keywords":"Cog; Medicine; Dementia; Cognitive impairment; Cognition; Anesthesia; Pediatrics; Psychiatry; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.004879466,0.0007688474,0.0008134697,0.00173456,0.0003332022,0.001026431,0.0007995284,0.0008112782,0.0005051687],"category_scores_gemma":[0.01080967,0.0003556657,0.001331998,0.0006946778,0.0002926995,0.0008325803,0.001215101,0.0006979137,0.0001541569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004705772,"about_ca_system_score_gemma":0.0005328348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441778,"about_ca_topic_score_gemma":0.00353373,"domain_scores_codex":[0.9979799,0.0008618138,0.0002877518,0.0002827926,0.0004357987,0.0001519281],"domain_scores_gemma":[0.9947678,0.001636437,0.002103649,0.0003090736,0.0006331391,0.000549935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001259555,0.0001862952,0.9923929,0.00005772544,0.0004385696,0.00003696958,0.00008164041,0.00008583366,0.00009747883,0.00003248084,0.000211388,0.005119156],"study_design_scores_gemma":[0.0001622621,0.00104701,0.9972657,0.00002864782,0.000167065,0.000218529,0.0001132128,0.000552383,0.00007429581,0.00005767152,0.0003010844,0.0000122027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979581,0.0007694507,0.0001712231,0.00005259551,0.0000235522,0.00008585993,0.00041849,0.000004859743,0.0005158451],"genre_scores_gemma":[0.99821,0.0001984253,0.0005149718,0.00006029055,0.00003401988,0.0001133481,0.0006968153,0.000002136406,0.0001700088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004879466,"threshold_uncertainty_score":0.02580535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801311989103223,"score_gpt":0.3495202797961041,"score_spread":0.3315071599050718,"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."}}