{"id":"W4386752741","doi":"10.2147/cia.s410687","title":"Development of a Brief Cognitive Screening Tool for Predicting Postoperative Delirium in Patients with Parkinson’s Disease: A Secondary Analysis","year":2023,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University Third Hospital; Peking University; National Natural Science Foundation of China","keywords":"Montreal Cognitive Assessment; Medicine; Receiver operating characteristic; Delirium; Cognition; Logistic regression; Mini–Mental State Examination; Audiology; Cognitive impairment; Internal medicine; Psychiatry","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":[0.003052089,0.0007403307,0.001266459,0.002708703,0.0005693506,0.0007117568,0.0004312679,0.0004090643,0.001137332],"category_scores_gemma":[0.006665764,0.0003041919,0.002442805,0.001192187,0.0003142513,0.0005317641,0.0008013693,0.00063657,0.0002591318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005938842,"about_ca_system_score_gemma":0.001181941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614609,"about_ca_topic_score_gemma":0.002760623,"domain_scores_codex":[0.9983639,0.0005233966,0.0003637514,0.0002342409,0.0003681252,0.000146625],"domain_scores_gemma":[0.99516,0.001293881,0.001031343,0.0003043212,0.001866097,0.0003442944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002208413,0.0005415694,0.9857937,0.0002328288,0.0007299323,0.00009543691,0.00009943488,0.0001530696,0.0004851232,0.0000333807,0.0003687604,0.009258377],"study_design_scores_gemma":[0.0004411018,0.003126617,0.9923329,0.00005295581,0.0007365813,0.000223085,0.0001724257,0.001885704,0.0004344874,0.0000516094,0.0005206433,0.00002188241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966899,0.0002445324,0.0007754936,0.00004055208,0.00002846561,0.0006148135,0.001170098,0.0000107757,0.0004252299],"genre_scores_gemma":[0.9950517,0.000111266,0.00105967,0.00005095406,0.00003966612,0.0009818468,0.002527329,0.000004490781,0.0001730421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003052089,"threshold_uncertainty_score":0.01614118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06909142930446509,"score_gpt":0.3936485797286762,"score_spread":0.3245571504242111,"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."}}