{"id":"W4361284060","doi":"10.1038/s41398-023-02354-0","title":"Posttraumatic stress symptom severity predicts cognitive decline beyond the effect of Alzheimer’s disease biomarkers in Veterans","year":2023,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":38,"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; Genentech; IXICO; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; National Institutes of Health; U.S. Department of Health and Human Services; Ohio State University; University of Southern California; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Alzheimer's Association; Foundation for the National Institutes of Health; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics","keywords":"Montreal Cognitive Assessment; Dementia; Cognition; Cognitive decline; Clinical psychology; Cohort; Psychiatry; Posttraumatic stress; Psychology; Disease; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008824694,0.000280287,0.0003548695,0.0003600616,0.0001232623,0.00002558503,0.0004234126,0.0001284385,0.0007877827],"category_scores_gemma":[0.00008251268,0.0002192191,0.0002181761,0.001023812,0.0003499266,0.0001197506,0.00003871446,0.0003248823,0.0002023482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001169116,"about_ca_system_score_gemma":0.0001431718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002712061,"about_ca_topic_score_gemma":0.0003604327,"domain_scores_codex":[0.9968912,0.0007738771,0.000656968,0.0003909745,0.0007749721,0.0005119809],"domain_scores_gemma":[0.9974432,0.001777806,0.0001316151,0.0004172072,0.00006065401,0.0001694918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002364905,0.0004396364,0.9811841,0.00034821,0.001046827,0.0000171562,0.003375033,0.0002668315,0.00001297182,0.001516647,0.0007564332,0.008671284],"study_design_scores_gemma":[0.004359569,0.0002482384,0.9870963,0.0003081654,0.0002456166,0.000004417264,0.0007142336,0.002083607,0.00003024787,0.004695669,0.00001315841,0.0002007569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837201,0.002901794,0.00009280396,0.005021423,0.0007465823,0.001587749,0.001559429,0.0001002557,0.004269915],"genre_scores_gemma":[0.99876,0.00002044137,0.00004599849,0.0001451604,0.00008057167,0.0002710819,0.0006061294,0.00004371504,0.00002688976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503996,"threshold_uncertainty_score":0.8939495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939570302815695,"score_gpt":0.3744082503123166,"score_spread":0.3350125472841596,"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."}}