{"id":"W3207251347","doi":"10.1002/dad2.12239","title":"Higher cerebrospinal fluid tau is associated with history of traumatic brain injury and reduced processing speed in Vietnam‐era veterans: A Department of Defense Alzheimer's Disease Neuroimaging Initiative (DOD‐ADNI) study","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; University of Oxford; Genentech; IXICO; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; BioClinica; Biogen; Novartis Pharmaceuticals Corporation; F. Hoffmann-La Roche; Alzheimer's Drug Discovery Foundation; Alzheimer's Association; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; University of Southern California; H. Lundbeck A/S; U.S. Department of Veterans Affairs; Foundation for the National Institutes of Health; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics","keywords":"Traumatic brain injury; Cerebrospinal fluid; Alzheimer's Disease Neuroimaging Initiative; Neurocognitive; Neuroimaging; Medicine; Internal medicine; Dementia; Psychology; Oncology; Cognitive reserve; Cognition; Disease; 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":[0.0003146611,0.0003156629,0.0002461425,0.0004158129,0.0004571525,0.0006472341,0.0002652632,0.0002764933,0.001853245],"category_scores_gemma":[0.0008716405,0.0002673329,0.000238747,0.0004848655,0.0002274709,0.0002703387,0.0002943927,0.0003541894,0.0001780124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757659,"about_ca_system_score_gemma":0.0003230762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009414083,"about_ca_topic_score_gemma":0.008849137,"domain_scores_codex":[0.999868,0.0000323286,0.00001455141,0.00003613374,0.00002075847,0.00002822407],"domain_scores_gemma":[0.999447,0.0000486092,0.0002210691,0.0000305306,0.00006813295,0.000184645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216423,0.00006368612,0.9983563,0.00001035789,0.00007072718,0.0001459293,0.0002306883,0.00001399303,0.0002868343,0.00001648769,0.0000619846,0.0005213317],"study_design_scores_gemma":[0.0000117153,0.0001100362,0.9989232,0.000007795688,0.00002312539,0.0002994625,0.0003986584,0.00006233117,0.00006051435,0.00002260463,0.00007807336,0.000002340118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997105,0.00004054938,0.00001123532,0.00001502582,0.000002542487,0.000003077692,0.00007631943,4.321846e-7,0.0001402529],"genre_scores_gemma":[0.9996928,0.00003664898,0.00001888445,0.00001160471,0.000006631664,0.000003128343,0.0000976192,5.736077e-7,0.0001320687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009414083,"threshold_uncertainty_score":0.01871854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015061432655596,"score_gpt":0.3703115566208537,"score_spread":0.2688054133552942,"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."}}