{"id":"W1995821049","doi":"10.1016/j.ijsu.2014.07.020","title":"The prevalence of cognitive impairment in emergency general surgery","year":2014,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Dementia; Population; Cognitive impairment; Gerontology; Statistic; Epidemiology; Cognition; Demography; Pediatrics; Physical therapy; Disease; Psychiatry; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008941363,0.0001700009,0.0002448413,0.001297778,0.0002694388,0.0005746812,0.0003233517,0.000386165,0.002149771],"category_scores_gemma":[0.004865021,0.0001663968,0.0002531231,0.001055326,0.0004400646,0.0004299181,0.0007068265,0.0004190211,0.0002238697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004974597,"about_ca_system_score_gemma":0.0004623962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007939834,"about_ca_topic_score_gemma":0.01183464,"domain_scores_codex":[0.9991243,0.0002183391,0.0001398649,0.000120141,0.0002328185,0.0001645437],"domain_scores_gemma":[0.9965298,0.0005077185,0.002134046,0.00007053822,0.0003599424,0.0003980323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000293831,0.00001471251,0.9983757,0.00002854717,0.00001561198,0.000103347,0.00007474785,0.00001546009,0.00004772616,0.000006153908,0.00009961671,0.00118907],"study_design_scores_gemma":[0.000001346351,0.00003892548,0.9994999,0.000008003157,0.000003089387,0.0002672604,0.0001121924,0.00002045259,0.000008383854,0.000005081962,0.0000340402,0.000001191539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998696,0.0004009418,0.00004336038,0.00008465642,0.000005754177,0.00000745372,0.0002134395,0.000002775727,0.0005456185],"genre_scores_gemma":[0.9996243,0.0001288855,0.00003676486,0.00002216402,0.000008759995,0.000003607486,0.0001252304,4.616692e-7,0.0000497614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007939834,"threshold_uncertainty_score":0.01578724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246180054107162,"score_gpt":0.3056118892502051,"score_spread":0.2809938838394889,"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."}}