{"id":"W7117569236","doi":"10.1055/s-0045-1814098","title":"Diffusion Tensor Imaging to Analyze White Matter Tract Abnormalities in Major Psychiatric Disorders","year":2025,"lang":"en","type":"article","venue":"Avicenna Journal of Medicine","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"White matter; Diffusion MRI; Pathophysiology; Major depressive disorder; Tractography; Diffusion imaging","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004273299,0.0001637177,0.0004324752,0.0007757606,0.00005955385,0.000006755069,0.0001825847,0.00003564374,0.0001927604],"category_scores_gemma":[0.0001190878,0.0001185373,0.00009652517,0.00085982,0.00008481846,0.0001175443,0.0000394128,0.0004332488,0.000009326072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201781,"about_ca_system_score_gemma":0.00008901549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006654813,"about_ca_topic_score_gemma":0.00001831607,"domain_scores_codex":[0.998491,0.00003617756,0.000701323,0.0001879836,0.0003392122,0.0002442731],"domain_scores_gemma":[0.9990647,0.00008637847,0.0002266889,0.0002762041,0.0001954516,0.000150621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000210894,0.0002373253,0.9528857,0.00009770702,0.00001644529,0.00005815733,0.0003791803,0.00001399756,0.001369998,0.0001451855,0.03433971,0.01024574],"study_design_scores_gemma":[0.003269905,0.0002282116,0.9410709,0.0009710293,0.0002019222,0.0003263728,0.0006976594,0.0001881388,0.00005033326,0.002374916,0.05049897,0.0001216951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4569458,0.004392161,0.03779415,0.4889117,0.0004366261,0.0007033622,0.000004453195,0.00006689117,0.0107448],"genre_scores_gemma":[0.9738618,0.0009022154,0.007919505,0.01544638,0.0002528689,0.00001294631,0.000002897188,0.00002325291,0.00157812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.516916,"threshold_uncertainty_score":0.4833809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335015821961329,"score_gpt":0.3359721219370203,"score_spread":0.322621963717407,"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."}}