{"id":"W3102352238","doi":"10.1213/ane.0000000000005262","title":"Association Between Lower Preoperative Cognition With Intraoperative Electroencephalographic Features Consistent With Deep States of Anesthesia in Older Patients: An Observational Cohort Study","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Montreal Cognitive Assessment; Sevoflurane; Interquartile range; Desflurane; Anesthesia; Medicine; Electroencephalography; Neurocognitive; Cognition; Audiology; Internal medicine; Cognitive impairment; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002749072,0.0004069957,0.0007921202,0.0002644467,0.0001072695,0.00004580506,0.0001201148,0.000139084,0.00006231612],"category_scores_gemma":[0.0003573277,0.0003118473,0.00008472741,0.001074787,0.0002139101,0.0003923605,0.000008984763,0.0004307037,0.000004235386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594849,"about_ca_system_score_gemma":0.0002301364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515932,"about_ca_topic_score_gemma":0.0003777003,"domain_scores_codex":[0.9970894,0.0004739076,0.0005071957,0.0006376294,0.0008960458,0.0003957784],"domain_scores_gemma":[0.9906533,0.000227815,0.0003568832,0.0001931216,0.008381544,0.0001872974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001798056,0.001184189,0.9897127,0.00004041937,0.0009392647,0.0006426665,0.005254788,0.00005272037,0.00006586462,0.00005202101,0.0001577815,0.00009959823],"study_design_scores_gemma":[0.004115345,0.01136608,0.9704408,0.0001795954,0.001118436,0.00008817476,0.01157954,0.00009547876,0.0006443215,0.00001915489,0.000009303044,0.0003437678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919639,0.00004876371,0.0001324913,0.004801794,0.00000413985,0.002899891,0.000009065408,0.00005133192,0.00008860762],"genre_scores_gemma":[0.9908932,0.00002147777,0.0002326132,0.007206698,0.00003963295,0.0002021165,0.001329998,0.00005406215,0.00002022067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01927183,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382162651420788,"score_gpt":0.2500806882634004,"score_spread":0.2362590617491925,"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."}}