{"id":"W4410718879","doi":"10.1002/acn3.70085","title":"<scp>EEG</scp> Response to Sedation Interruption Complements Behavioral Assessment After Severe Brain Injury","year":2025,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Sleep & Circadian Network; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Western University; The King's University; McGill University; McGill University Health Centre; Canadian Institute for Advanced Research; Montreal General Hospital","funders":"Institute of Neurosciences, Mental Health and Addiction; Fonds de recherche du Québec – Nature et technologies; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada First Research Excellence Fund; Natural Sciences and Engineering Research Council of Canada; McGill University; Canadian Institute for Advanced Research","keywords":"Sedation; Medicine; Electroencephalography; Coma (optics); Glasgow Coma Scale; Persistent vegetative state; Level of consciousness; Intensive care unit; Anesthesia; Consciousness; Intensive care medicine; Neuroscience; Minimally conscious state; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003712805,0.0004688082,0.0002590599,0.0005005059,0.0001509983,0.0004200742,0.0001432823,0.0002625808,0.001558786],"category_scores_gemma":[0.002552216,0.00004655424,0.0001550582,0.0004201457,0.0002549977,0.000289902,0.000321397,0.0003158862,0.0003422688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287093,"about_ca_system_score_gemma":0.0002014781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117343,"about_ca_topic_score_gemma":0.002512511,"domain_scores_codex":[0.9997715,0.00006636207,0.00004799321,0.00002763965,0.00005752505,0.00002885433],"domain_scores_gemma":[0.9990172,0.0002686172,0.0003317912,0.00005330962,0.0002256259,0.0001033412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001426487,0.0001801633,0.9191949,0.0001869188,0.0001306865,0.001074983,0.0003177557,0.0005558191,0.02166434,0.00004040149,0.0009721191,0.05425533],"study_design_scores_gemma":[0.000009798922,0.0006540308,0.9952006,0.0000188534,0.00001962662,0.0009879352,0.0001497427,0.0004989512,0.002175316,0.00004317426,0.0002357982,0.000006023196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977059,0.0001779074,0.0006962907,0.00007145611,0.000008633101,0.00003014289,0.0002299809,0.00003387569,0.001045755],"genre_scores_gemma":[0.9990425,0.00009694229,0.0004233216,0.00003400941,0.00001619574,0.00001556027,0.0002261391,0.00000395756,0.0001414444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001558786,"threshold_uncertainty_score":0.005214632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1533569005987497,"score_gpt":0.4897945195830749,"score_spread":0.3364376189843252,"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."}}