{"id":"W4200283232","doi":"10.1213/ane.0000000000005806","title":"Electroencephalographic Burst-Suppression, Perioperative Neuroprotection, Postoperative Cognitive Function, and Mortality: A Focused Narrative Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Burst suppression; Neuroprotection; Narrative review; Perioperative; Neuroscience; Cognition; Anesthetic; Electroencephalography; Anesthesia; Intensive care medicine; Psychiatry; Pharmacology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006888276,0.0008907846,0.001499559,0.00361076,0.0002731299,0.001279424,0.0007466222,0.0008147971,0.004005504],"category_scores_gemma":[0.002342626,0.0002930855,0.001036337,0.00366504,0.0003278664,0.001089095,0.0005907346,0.0008145284,0.0005384306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000503384,"about_ca_system_score_gemma":0.001902569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674925,"about_ca_topic_score_gemma":0.003233809,"domain_scores_codex":[0.999733,0.00005267057,0.00008607114,0.00004302866,0.00006813042,0.00001707882],"domain_scores_gemma":[0.9987743,0.0008413125,0.0002151117,0.00001456472,0.0001289734,0.00002563318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001656227,0.00007001365,0.0009507641,0.2754319,0.0007834657,0.0004138451,0.0002245352,0.0003199659,0.0007950487,0.002420736,0.01976024,0.6986639],"study_design_scores_gemma":[0.00007201193,0.0003850602,0.0102723,0.255603,0.006948723,0.006821988,0.0005830845,0.0003105676,0.0006202481,0.003664631,0.7146237,0.00009465445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001212289,0.9994559,0.00002818608,0.00008971023,0.00004902793,0.00000394444,0.00002816154,0.000001891523,0.0002219234],"genre_scores_gemma":[0.0007213946,0.9989775,0.00006565025,0.00007557192,0.00006753246,0.000004975627,0.00002276593,4.678675e-7,0.00006405159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004005504,"threshold_uncertainty_score":0.01339972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240223284062018,"score_gpt":0.3093614788019852,"score_spread":0.2853391503957834,"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."}}