{"id":"W2088546692","doi":"10.1093/ageing/afu128.1","title":"51 * THE PREVALENCE OF COGNITIVE IMPAIRMENT MEASURED USING THE MONTREAL COGNITIVE ASSESSMENT METHOD (MOCA) IN AN OLDER ACUTE GENERAL SURGICAL POPULATION","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Dementia; Delirium; Population; Gerontology; Cognitive impairment; Epidemiology; Pediatrics; Cognition; Demography; Physical therapy; Psychiatry; Internal medicine; Disease; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001163665,0.0001335608,0.0004046559,0.00004472794,0.0001147679,0.00002965571,0.00004723242,0.00006052641,0.00001646062],"category_scores_gemma":[0.00008161769,0.00007114666,0.0001450041,0.0001186838,0.00007770061,0.00009072707,0.00003305122,0.0001700671,3.242431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002740452,"about_ca_system_score_gemma":0.0000227604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006591724,"about_ca_topic_score_gemma":0.00007254203,"domain_scores_codex":[0.9982904,0.000731176,0.0002533839,0.0002208073,0.0003145328,0.0001896914],"domain_scores_gemma":[0.9985864,0.001059726,0.00009243345,0.000121469,0.00007076711,0.00006920117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087735,0.0005115173,0.8161396,0.0003022421,0.0006141125,0.008201748,0.009562144,0.0001629611,0.002230467,0.001296775,0.000006255676,0.1598844],"study_design_scores_gemma":[0.001801117,0.0001727908,0.9877681,0.0002744471,0.000600148,0.0001368459,0.0005895972,0.00837135,0.0001174046,0.00004791746,0.00002628803,0.00009402202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960662,0.0001687095,0.002110517,0.0002560265,0.00003143627,0.0005103353,0.000006219484,0.0000115112,0.000839019],"genre_scores_gemma":[0.9988081,0.00006453771,0.0005172825,0.000279737,0.0001102375,0.00001857532,0.00002080767,0.00001068008,0.000170068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1716284,"threshold_uncertainty_score":0.2901276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472914331091066,"score_gpt":0.3499557764073163,"score_spread":0.3252266330964057,"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."}}