{"id":"W4406232169","doi":"10.1093/braincomms/fcaf009","title":"Amyloid-β and tau deposition in traumatic brain injury: a study of Vietnam War veterans","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Avid Radiopharmaceuticals; Parkinsonfonden; Genentech; National Institutes of Health; IXICO; H. Lundbeck A/S; Servier; BioClinica; Biogen; Pfizer; Alzheimer Nederland; ZonMw; Alzheimerfonden; Eisai; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Canadian Institutes of Health Research; Prothena; Alzheimer Forschung Initiative; Northern California Institute for Research and Education; Meso Scale Diagnostics; Cure Alzheimer's Fund; Novartis Pharmaceuticals Corporation; F. Hoffmann-La Roche; Eli Lilly and Company; Bristol-Myers Squibb; Alzheimer's Association; Stichting Dioraphte; Foundation for the National Institutes of Health","keywords":"Vietnam War; Traumatic brain injury; Amyloid (mycology); Amyloid β; Deposition (geology); Medicine; Psychology; Pathology; Psychiatry; Disease; Political science; Biology","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":[0.0003068346,0.0003903874,0.0003177568,0.0005997762,0.0008392612,0.0006083635,0.0003137121,0.0004644087,0.001537603],"category_scores_gemma":[0.0007310197,0.0004427968,0.0002554539,0.000847607,0.0004279143,0.0004021184,0.0004312873,0.0004367314,0.0002926727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004712294,"about_ca_system_score_gemma":0.0003656796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01636338,"about_ca_topic_score_gemma":0.01074312,"domain_scores_codex":[0.9997801,0.00005934729,0.00001662839,0.00005031919,0.00002824633,0.0000653369],"domain_scores_gemma":[0.9996326,0.00004599701,0.00009889968,0.00002074537,0.00004950786,0.0001522557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002759088,0.0001965982,0.9951244,0.00002022207,0.00004240497,0.0007560725,0.001660592,0.00002365558,0.0008606334,0.00002776327,0.00007461129,0.0009372541],"study_design_scores_gemma":[0.00001727793,0.0003758981,0.9948206,0.00001068195,0.00001789547,0.000941917,0.00337291,0.0001079274,0.00008623036,0.00003117837,0.0002119068,0.000005593589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997941,0.00003862703,0.00001496103,0.00001088396,0.000002051228,0.000005361653,0.00004331047,2.663262e-7,0.0000904252],"genre_scores_gemma":[0.9997842,0.00004539225,0.00001492463,0.00001590507,0.000004574837,0.000005781669,0.00005528197,4.009054e-7,0.00007370088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01636338,"threshold_uncertainty_score":0.03253627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06520605433641076,"score_gpt":0.3948908879851518,"score_spread":0.329684833648741,"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."}}