{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001882673,0.0003549788,0.0005733386,0.0001773999,0.0003187216,0.0003815994,0.0003571143,0.0006799903,0.001070352],"category_scores_gemma":[0.005905155,0.0001713404,0.0007159724,0.0002511933,0.0004705321,0.000218479,0.0002331897,0.0006594282,0.00007792385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007879185,"about_ca_system_score_gemma":0.001626136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008348677,"about_ca_topic_score_gemma":0.02306289,"domain_scores_codex":[0.9990262,0.0004757966,0.0001408586,0.00009186113,0.0001744923,0.00009079785],"domain_scores_gemma":[0.998185,0.0005312344,0.0007218989,0.00007571604,0.0001808053,0.0003054137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3512184,0.009136409,0.3756474,0.006373243,0.007601984,0.0001407129,0.0003068651,0.001060657,0.004980256,0.0002285793,0.002661443,0.240644],"study_design_scores_gemma":[0.1095941,0.09314158,0.7856752,0.001038751,0.005003405,0.0002768459,0.0001658086,0.001421393,0.001071647,0.0002774661,0.00228691,0.00004711028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897515,0.00856301,0.0001500817,0.0003880615,0.0001404364,0.0002939719,0.0001242549,0.000004710064,0.0005840207],"genre_scores_gemma":[0.9958445,0.002956654,0.0003610064,0.0002845632,0.000145773,0.0001603071,0.0001192364,6.586845e-7,0.0001272262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008348677,"threshold_uncertainty_score":0.01660013,"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."}}