{"id":"W4323362192","doi":"10.3390/jcm12052079","title":"Sleep Quality Disturbances Are Associated with White Matter Alterations in Veterans with Post-Traumatic Stress Disorder and Mild Traumatic Brain Injury","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; National Institutes of Health; Siemens Healthineers; U.S. Department of Veterans Affairs; China Scholarship Council; Deutschen Gesellschaft für Klinische Neurophysiologie und Funktionelle Bildgebung","keywords":"Pittsburgh Sleep Quality Index; Traumatic brain injury; Medicine; White matter; Traumatic stress; Sleep (system call); Psychiatry; Sleep quality; Magnetic resonance imaging; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003246106,0.0001706743,0.0001459394,0.0003706768,0.0002170919,0.0002970678,0.000172378,0.0001926758,0.001083742],"category_scores_gemma":[0.001493576,0.0001711027,0.0002519625,0.0003544026,0.0002136422,0.0001821991,0.0004040229,0.0002713527,0.00009896154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968097,"about_ca_system_score_gemma":0.0002258419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013016,"about_ca_topic_score_gemma":0.01779949,"domain_scores_codex":[0.999854,0.00003870517,0.00002161321,0.00002626897,0.00002513801,0.000034293],"domain_scores_gemma":[0.999206,0.00008390869,0.0005041619,0.0000512207,0.00006084267,0.00009377114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000183319,0.00003454864,0.9966864,0.00001135244,0.000077552,0.00004561822,0.0001326027,0.00003086962,0.0005943828,0.00001384519,0.00004027544,0.002149264],"study_design_scores_gemma":[0.00000136958,0.00004472821,0.9997415,0.000001812123,0.000007030615,0.00004057318,0.00006875185,0.00003854773,0.00002721732,0.000007531391,0.00002022828,6.413243e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995584,0.0001507458,0.0000520141,0.00002390444,0.000002324696,0.00000511611,0.0000772054,0.00000148275,0.0001287608],"genre_scores_gemma":[0.9996893,0.00005522845,0.00004514275,0.00001199749,0.000003970995,0.000003664716,0.0001165768,5.408839e-7,0.00007362429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013016,"threshold_uncertainty_score":0.02014238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07072888344838203,"score_gpt":0.4250378204227876,"score_spread":0.3543089369744056,"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."}}