{"id":"W4391616633","doi":"10.1213/ane.0000000000006780","title":"A Prospective Observational Cohort Study of Language Preference and Preoperative Cognitive Screening in Older Adults: Do Language Disparities Exist in Cognitive Screening and Does the Association Between Test Results and Postoperative Delirium Differ Based on Language Preference?","year":2024,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Clinical and Translational Science Institute, University of California, Los Angeles; National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Observational study; Cognition; Delirium; Prospective cohort study; Preference; Cognitive test; Cohort study; Cohort; Association (psychology); Test (biology); Gerontology; Psychiatry; Surgery; Internal medicine","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":[0.001959581,0.0003584226,0.0006178804,0.0009239995,0.0008037642,0.0008747389,0.0006160015,0.0006473282,0.001340886],"category_scores_gemma":[0.004442276,0.0005859025,0.0008893302,0.002068897,0.0004240335,0.001000316,0.0008206911,0.0007932485,0.0003086289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513037,"about_ca_system_score_gemma":0.0008307968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345321,"about_ca_topic_score_gemma":0.0208122,"domain_scores_codex":[0.9984524,0.0003735948,0.0002915539,0.0004186388,0.0002270282,0.0002367461],"domain_scores_gemma":[0.9961566,0.0005001676,0.002065625,0.0003529476,0.0003510283,0.0005736132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133669,0.00007031126,0.9992332,0.0000136231,0.00009820325,0.00003505819,0.00006962512,0.000008109661,0.00005672024,0.000007116711,0.0000579941,0.0002161751],"study_design_scores_gemma":[0.0000426642,0.0002755195,0.9988617,0.00001790838,0.0000882722,0.0001299168,0.0003216609,0.0001189847,0.00002365503,0.00001543076,0.00009839872,0.000006057762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988996,0.0001967763,0.00005689918,0.0000336521,0.000006558852,0.00002395953,0.000676118,0.000001315536,0.0001051215],"genre_scores_gemma":[0.9989988,0.000105685,0.0000740764,0.00007757848,0.00001215518,0.00003957265,0.0006265789,0.000001303438,0.00006432777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345321,"threshold_uncertainty_score":0.02674979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255710371804832,"score_gpt":0.2862212745095051,"score_spread":0.2636641707914568,"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."}}