{"id":"W4406050919","doi":"10.1002/alz.091620","title":"Preoperative Visual Attention Performance Predicts Postoperative Delirium","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Cognition; Observational study; Psychology; Audiology; Medicine; Clinical psychology; Psychiatry; 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":[0.0003992757,0.0002747154,0.0001818389,0.0005310633,0.000180983,0.0004717791,0.0001885586,0.0003682374,0.002552172],"category_scores_gemma":[0.003752446,0.0001043855,0.0002121631,0.0003264881,0.0002190495,0.0002553524,0.0003457375,0.0003563112,0.0002855473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906928,"about_ca_system_score_gemma":0.0003108575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213136,"about_ca_topic_score_gemma":0.00237962,"domain_scores_codex":[0.9998285,0.0000265967,0.00003623708,0.00002882637,0.00004035594,0.00003948731],"domain_scores_gemma":[0.997256,0.0005512427,0.001330447,0.00009350544,0.0003233655,0.0004455228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001198395,0.00005219152,0.9981588,0.00001111367,0.00001395187,0.00002466722,0.00001868349,0.00004285336,0.0002300787,0.000004829963,0.00007002451,0.00125305],"study_design_scores_gemma":[0.000003725915,0.0001455991,0.9994531,0.000006503809,0.000007957493,0.00008974088,0.00004179221,0.0001563648,0.00004673329,0.00001487515,0.00003164673,0.000001923802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991655,0.0001861396,0.00005514422,0.00003603378,0.000006255912,0.000005699251,0.0001269037,0.000003764633,0.0004144521],"genre_scores_gemma":[0.9997621,0.00004596841,0.00003523143,0.000005933804,0.000004427167,0.000003032212,0.0001004692,4.872018e-7,0.00004227175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002552172,"threshold_uncertainty_score":0.008537889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844711687199583,"score_gpt":0.2937475319727714,"score_spread":0.2753004151007756,"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."}}