{"id":"W4399491519","doi":"10.1001/jama.2024.8144","title":"Electroencephalography-Guided Anesthesia and Delirium in Older Adults After Cardiac Surgery","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; University of Manitoba; Université de Montréal; Montreal Heart Institute","funders":"National Institute on Aging; Institut de Cardiologie de Montréal; University of Toronto; Queen's University","keywords":"Medicine; Delirium; Electroencephalography; Anesthesia; Cardiac surgery; Emergence delirium; Intensive care medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992337,0.000160463,0.0003074188,0.0004803377,0.00001551356,0.00004274918,0.00002692598,0.0001155717,0.00007293715],"category_scores_gemma":[0.001377726,0.0001414239,0.0001771965,0.0004683712,0.00009607737,0.000111979,0.00001338229,0.0002715105,0.0000329907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003690863,"about_ca_system_score_gemma":0.00008487562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001021418,"about_ca_topic_score_gemma":0.0000191915,"domain_scores_codex":[0.9989155,0.00006932556,0.0002013306,0.0003312713,0.0001659861,0.0003165856],"domain_scores_gemma":[0.9971589,0.0002336331,0.00001649786,0.0001394795,0.002363181,0.00008823659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118372,0.000114328,0.5538661,0.0008072963,0.0002285916,0.007897018,0.002812311,8.793164e-8,0.001141023,0.0001125029,0.3481389,0.08369805],"study_design_scores_gemma":[0.0006970164,0.00009415036,0.9848703,0.001461884,0.0001013631,0.0004005375,0.002165411,0.00007086802,0.001162582,0.00007920688,0.00866829,0.0002284468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977398,0.00715117,0.00001710578,0.01378619,0.0001566174,0.0003657789,0.000007705276,0.00008000366,0.001037409],"genre_scores_gemma":[0.9676461,0.0003862758,0.00003510394,0.03147019,0.0001363403,0.00008906261,0.00004958012,0.00003249376,0.0001548278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4310041,"threshold_uncertainty_score":0.5767097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00687608487377087,"score_gpt":0.2435230437563704,"score_spread":0.2366469588825995,"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."}}