{"id":"W2792039244","doi":"10.3389/fneur.2018.00177","title":"Postoperative Delirium, Learning, and Anesthetic Neurotoxicity: Some Perspectives and Directions","year":2018,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Neurotoxicity; Delirium; Anesthetic; Medicine; Isoflurane; Perioperative; Cognition; Intensive care medicine; Anesthesia; Neuroscience; Psychology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591747,0.0001966517,0.0002720006,0.0003740931,0.0004006959,0.00006261837,0.0001715159,0.0001265379,0.00002564445],"category_scores_gemma":[0.0009189687,0.0001896792,0.00003021313,0.0003460702,0.00168057,0.0002289113,0.0001381979,0.0006697821,0.00001562317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370191,"about_ca_system_score_gemma":0.00003246755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002306955,"about_ca_topic_score_gemma":0.00001241794,"domain_scores_codex":[0.9975448,0.0008514195,0.0001739848,0.00079861,0.0001684278,0.0004627837],"domain_scores_gemma":[0.9993597,0.0002307399,0.00005018525,0.0001638309,0.00005857571,0.0001370133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00246658,0.0007311211,0.560423,0.00005237075,0.00002129057,0.002356801,0.01385779,0.00002393669,0.3868674,0.01225425,0.004776096,0.01616936],"study_design_scores_gemma":[0.006764665,0.02806252,0.3933845,0.00005032522,0.00006711764,0.01372045,0.003982962,0.0313068,0.2319507,0.01484126,0.2734931,0.002375484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904822,0.0003386467,0.00006409868,0.007499402,0.0002160504,0.0004894808,0.000001578239,0.00008826009,0.0008203349],"genre_scores_gemma":[0.992588,0.001504389,0.00009729316,0.005019769,0.0000864798,0.00005757612,2.75046e-7,0.00003083663,0.0006153583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2687171,"threshold_uncertainty_score":0.7734894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477637428842626,"score_gpt":0.2776378777260259,"score_spread":0.2628615034375997,"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."}}