{"id":"W2012314562","doi":"10.4065/mcp.2011.0332","title":"Perioperative Cognitive Decline in the Aging Population","year":2011,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":171,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Aging; Genentech; National Institutes of Health; Ipsen; Daiichi Sankyo Europe; Servier; Korean Neurological Association; University of California, Davis; Eisai; Wenner-Gren Stiftelserna; Pfizer; York University; Biogen; BioClinica; Synarc; Medpace; GlaxoSmithKline; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; AstraZeneca; Alzheimer's Association; Hôpitaux Universitaires de Genève; U.S. Social Security Administration; Cure Alzheimer's Fund; TauRx Pharmaceuticals; University of California, San Diego; U.S. Department of Veterans Affairs; Bayer HealthCare; Alzheimer's Disease Neuroimaging Initiative","keywords":"Cognitive decline; Medicine; Perioperative; Cognition; Neuroinflammation; Neurodegeneration; Population; Dementia; Disease; Surgery; Psychiatry; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007008415,0.0001914897,0.0002950934,0.0001925754,0.00009970287,0.00002884324,0.0001282175,0.0001058614,0.0004069936],"category_scores_gemma":[0.007649922,0.0001380683,0.0001106884,0.00042113,0.0001567432,0.0001895668,0.00006262986,0.0004893907,0.0001636318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005224376,"about_ca_system_score_gemma":0.00004834282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001963759,"about_ca_topic_score_gemma":0.00004705068,"domain_scores_codex":[0.9986515,0.00003182371,0.0004044171,0.0003411138,0.0002747093,0.0002964032],"domain_scores_gemma":[0.9960604,0.0001894181,0.0001331234,0.00007950368,0.003476441,0.00006109165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008235131,0.0003273194,0.9485046,0.00008022931,0.00007147942,0.00007370542,0.04108916,1.637463e-8,0.0002899193,0.001447537,0.001047834,0.006244683],"study_design_scores_gemma":[0.002390346,0.0005481418,0.8939196,0.0004227559,0.0001297502,0.00007471803,0.1001465,0.00006106913,0.0007004653,0.0007728761,0.0006349163,0.0001988215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964936,0.00007080915,0.00004520148,0.002716304,0.0001121176,0.0007849092,0.000005037282,0.00005235673,0.0997197],"genre_scores_gemma":[0.9536276,0.00002924565,0.0002408016,0.0452579,0.000121572,0.00008119931,0.00004360121,0.00002767552,0.0005703738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09914932,"threshold_uncertainty_score":0.9158224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574966697640045,"score_gpt":0.3377065434338802,"score_spread":0.2819568764574797,"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."}}