{"id":"W2140068712","doi":"10.1093/ageing/afh245","title":"Predicting post-operative delirium in elective orthopaedic patients: the Delirium Elderly At-Risk (DEAR) instrument","year":2005,"lang":"en","type":"letter","venue":"Age and Ageing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Delirium; Elective surgery; Intensive care medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002542193,0.0005706521,0.0006325917,0.0003642323,0.0003954056,0.00007754915,0.0001567034,0.0005587612,0.00009046514],"category_scores_gemma":[0.005912237,0.0004169286,0.0002295295,0.000307886,0.0002443606,0.0001704355,0.0002129687,0.003456072,0.00003129114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869228,"about_ca_system_score_gemma":0.0001559997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117677,"about_ca_topic_score_gemma":0.001512104,"domain_scores_codex":[0.997,0.0003687101,0.0005888107,0.0007450807,0.0005559435,0.000741473],"domain_scores_gemma":[0.9920522,0.0004785702,0.0003083443,0.0003257581,0.006743107,0.00009199522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008697034,0.0002694913,0.1038425,0.0005073448,0.001470014,0.04831789,0.02164701,0.00001762795,0.0004977824,0.000007541898,0.6618415,0.1607116],"study_design_scores_gemma":[0.01376539,0.00584989,0.5018675,0.00574193,0.002281376,0.0003681709,0.03043308,0.0006167563,0.0004575973,0.0001110298,0.435955,0.002552307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7809939,0.0009095042,0.0000385648,0.212124,0.0003342553,0.001581269,0.0001195649,0.0000613028,0.003837604],"genre_scores_gemma":[0.3404327,0.0003181363,0.00004561991,0.6564184,0.001108077,0.00009049173,0.0007555339,0.00007867103,0.0007523717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4442945,"threshold_uncertainty_score":0.9998283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081384805796777,"score_gpt":0.2360061267564251,"score_spread":0.2278676461767474,"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."}}