{"id":"W4389068348","doi":"10.1016/j.neurobiolaging.2023.11.008","title":"Low-Grade systemic inflammation is associated with domain-specific cognitive performance and cognitive decline in older adults: Data from the TUDA study","year":2023,"lang":"en","type":"article","venue":"Neurobiology of Aging","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Meath Foundation; Biotechnology and Biological Sciences Research Council; Food Institutional Research Measure; Health Research Board; Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics; Department for Employment and Learning, Northern Ireland","keywords":"Repeatable Battery for the Assessment of Neuropsychological Status; Effects of sleep deprivation on cognitive performance; Cognition; Dementia; Cognitive decline; Neuropsychology; Cohort; Visual memory; Medicine; Apolipoprotein E; Systemic inflammation; Gerontology; Internal medicine; Cohort study; Audiology; Psychology; Inflammation; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001574094,0.0007100608,0.001034218,0.0008814899,0.0009033922,0.001356393,0.0005230867,0.0007597564,0.00132993],"category_scores_gemma":[0.002654587,0.0003630108,0.001402063,0.001672608,0.0004771709,0.0007456398,0.001171149,0.0008559015,0.0002749318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289184,"about_ca_system_score_gemma":0.0004602109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008660653,"about_ca_topic_score_gemma":0.01477912,"domain_scores_codex":[0.999458,0.0001557603,0.0000900162,0.0001435383,0.00006809044,0.0000846204],"domain_scores_gemma":[0.9979241,0.0002831586,0.0008816038,0.000285037,0.0003185068,0.0003076024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003138605,0.0003111554,0.9896354,0.0001047792,0.001688956,0.0001844463,0.0004124654,0.0000376317,0.0007308879,0.00005228596,0.0004792128,0.003224131],"study_design_scores_gemma":[0.00006226764,0.0002343026,0.9983963,0.00001354561,0.0004924416,0.0001162136,0.0002292127,0.00003489186,0.00006091263,0.00004195721,0.0003095545,0.000008225558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970514,0.001005061,0.0001350988,0.0000716057,0.00001716417,0.00002110466,0.001178816,0.000005891026,0.0005138671],"genre_scores_gemma":[0.9972284,0.0005843149,0.0001645045,0.00009752652,0.00006340703,0.0000444209,0.001330094,0.000005451719,0.0004819842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008660653,"threshold_uncertainty_score":0.0172205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389573705657349,"score_gpt":0.270380965115889,"score_spread":0.2314235945501542,"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."}}