{"id":"W2037274734","doi":"10.1016/j.jalz.2014.04.005","title":"Effects of traumatic brain injury and posttraumatic stress disorder on Alzheimer's disease in veterans, using the Alzheimer's Disease Neuroimaging Initiative","year":2014,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johnson and Johnson Pharmaceutical Research and Development; National Institute of Mental Health; National Institute on Aging; Avid Radiopharmaceuticals; University of California, San Diego; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; University of California, Los Angeles; GE Healthcare; National Institutes of Health; Servier; Takeda Pharmaceutical Company; IXICO; Innogenetics; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; Synarc; Novartis Pharmaceuticals Corporation; Medpace; Genentech; Biogen Idec; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; F. Hoffmann-La Roche; Alzheimer's Drug Discovery Foundation; Merck; Alzheimer's Association; Foundation for the National Institutes of Health; Meso Scale Diagnostics","keywords":"Posttraumatic stress; Neuroimaging; Disease; Traumatic brain injury; Alzheimer's disease; Psychiatry; Psychology; Alzheimer's Disease Neuroimaging Initiative; Medicine; Clinical psychology; Neuroscience; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000831597,0.0005768905,0.0007718127,0.0004642278,0.0002540984,0.0001038807,0.0004246189,0.00008952821,0.00008681407],"category_scores_gemma":[0.0004635286,0.0004526253,0.0002157154,0.0005640747,0.0006034643,0.000350184,0.0002033584,0.0005907394,0.00001931137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001498026,"about_ca_system_score_gemma":0.000186319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143307,"about_ca_topic_score_gemma":0.00003411199,"domain_scores_codex":[0.9953758,0.001137447,0.000947436,0.000757201,0.0009803817,0.0008017426],"domain_scores_gemma":[0.9958921,0.00207531,0.0003224762,0.0009678049,0.0001248847,0.0006174036],"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":[0.007520223,0.0075766,0.4204407,0.002558591,0.04457854,0.0006470111,0.0196725,0.0007010719,0.003735603,0.003673501,0.001301982,0.4875937],"study_design_scores_gemma":[0.005420327,0.001065696,0.9059227,0.002174983,0.03849272,0.00001322003,0.0006853293,0.04060713,0.003448573,0.001126115,0.0002280106,0.0008152599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425001,0.05017253,0.0002771528,0.003197994,0.000256535,0.003258653,0.00007757894,0.00007860327,0.0001809235],"genre_scores_gemma":[0.9970359,0.00008103043,0.0005383231,0.001875022,0.00009431508,0.0002004982,0.00005266765,0.0001209534,0.000001300832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4867784,"threshold_uncertainty_score":0.9997926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06367501732729632,"score_gpt":0.3426877485701488,"score_spread":0.2790127312428525,"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."}}