{"id":"W4322719663","doi":"10.1089/neu.2022.0172","title":"Tau, β-Amyloid, and Glucose Metabolism Following Service-Related Traumatic Brain Injury in Vietnam War Veterans: The Australian Imaging Biomarkers and Lifestyle Study of Aging-Veterans Study (AIBL-VETS)","year":2023,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Medical Research and Materiel Command; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Novartis Pharmaceuticals Corporation; University of Southern California; Medical Research Council; Biogen; Eli Lilly and Company; Bristol-Myers Squibb; BioClinica; U.S. Department of Defense; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; National Institute on Aging; Alzheimer's Association","keywords":"Traumatic brain injury; Medicine; Vietnam War; Gerontology; Brain aging; Service member; Psychiatry; Pathology; Military personnel; Disease; Political science","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":[0.0006873692,0.0003734571,0.0003174522,0.0004593793,0.0005409871,0.0007086199,0.0004055046,0.0004492221,0.0006169183],"category_scores_gemma":[0.001290422,0.000450465,0.0003590045,0.0006842353,0.0002861272,0.0003387791,0.0004698585,0.0004873681,0.000116055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453766,"about_ca_system_score_gemma":0.000314903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0196171,"about_ca_topic_score_gemma":0.01862783,"domain_scores_codex":[0.9997161,0.00009442076,0.00002735903,0.0000641324,0.00003835533,0.00005951375],"domain_scores_gemma":[0.999524,0.0000503039,0.0002044636,0.00004338487,0.00005908635,0.0001187447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004089993,0.00009178626,0.9974582,0.00001318617,0.0001096308,0.0001553646,0.0004029578,0.00002080004,0.0002841401,0.00002314231,0.00009107814,0.0009408217],"study_design_scores_gemma":[0.00002044767,0.0001542333,0.9988803,0.000007508932,0.00003661825,0.0002463149,0.0004065784,0.00008769012,0.00004063431,0.00002079316,0.00009625972,0.000002761246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999724,0.00009788729,0.00001615924,0.00001604491,0.00000253726,0.00000480382,0.00007179812,6.77268e-7,0.00006609655],"genre_scores_gemma":[0.9995408,0.0001040242,0.00003895878,0.0000194444,0.000007039702,0.000007290703,0.0001613622,8.929191e-7,0.0001202742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0196171,"threshold_uncertainty_score":0.03900588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315911574644123,"score_gpt":0.3268203924280877,"score_spread":0.2836612766816465,"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."}}