{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002499426,0.00009684874,0.0001846098,0.0002325708,0.00009620871,0.00002150546,0.000163006,0.00003168846,0.00002052392],"category_scores_gemma":[0.0001063709,0.0000861654,0.00004543437,0.0003858703,0.0001075794,0.0000970676,0.0001087148,0.0001863536,0.00001596064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005650198,"about_ca_system_score_gemma":0.0001168482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003477443,"about_ca_topic_score_gemma":0.0006034238,"domain_scores_codex":[0.9989867,0.0002695862,0.0002554149,0.000162785,0.0001844018,0.0001411803],"domain_scores_gemma":[0.9984597,0.000485393,0.00002707225,0.0008528222,0.00003832432,0.0001366715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002679571,0.05592899,0.3228402,0.00421799,0.02533711,0.0009345448,0.1589083,0.0000331738,0.01048357,0.008359728,0.01781802,0.3924588],"study_design_scores_gemma":[0.009797145,0.004789168,0.9304096,0.003291121,0.001525895,0.00009139936,0.01960631,0.02593132,0.0002486831,0.002176726,0.001610871,0.000521798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726489,0.01279638,0.00003395532,0.01266712,0.00001216377,0.001143955,0.00004342419,0.00005295254,0.0006011499],"genre_scores_gemma":[0.9985157,0.0004723111,0.0004484985,0.0001575687,0.000008918841,0.0002487208,0.00009956156,0.00001738492,0.00003130264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6075694,"threshold_uncertainty_score":0.3513723,"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."}}