{"id":"W4401777085","doi":"10.21037/qims-24-510","title":"Glymphatic function assessment with diffusion tensor imaging along the perivascular space in patients with major depressive disorder and its relation to cerebral white-matter alteration","year":2024,"lang":"en","type":"article","venue":"Quantitative Imaging in Medicine and Surgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Glymphatic system; Diffusion MRI; White matter; Perivascular space; Major depressive disorder; Medicine; Neuropsychology; Pathology; Magnetic resonance imaging; Radiology; Psychiatry; Cerebrospinal fluid; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003429059,0.0002353417,0.0002000779,0.0007006287,0.0002608785,0.000367416,0.0001488836,0.0002289252,0.000586247],"category_scores_gemma":[0.0009350691,0.0001272671,0.000161976,0.0004450124,0.0001913802,0.0002351811,0.0002607805,0.0002382712,0.0000824403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353507,"about_ca_system_score_gemma":0.000172466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002209007,"about_ca_topic_score_gemma":0.004256955,"domain_scores_codex":[0.9998573,0.00003166527,0.00002731857,0.00003646395,0.00002539789,0.00002186695],"domain_scores_gemma":[0.9996045,0.0000465123,0.0002315031,0.00001937463,0.00004620984,0.0000518403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001397079,0.00001984085,0.9969062,0.0000131917,0.00003372777,0.000229897,0.00008582098,0.00003105415,0.00085922,0.00001066511,0.00002849328,0.001642253],"study_design_scores_gemma":[0.000003752922,0.00006558787,0.9990824,0.00000372061,0.00001563339,0.0004306246,0.000102001,0.0001303024,0.00009911126,0.00001645606,0.00004862539,0.00000185234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995845,0.0001604701,0.00004381987,0.00001645641,0.000001692253,0.000004573949,0.00004718767,9.434757e-7,0.0001403437],"genre_scores_gemma":[0.9996946,0.00008381101,0.0001053101,0.000005986965,0.000003310799,0.000002985831,0.00006262415,3.829767e-7,0.00004100613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209007,"threshold_uncertainty_score":0.004392326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365765914610468,"score_gpt":0.2722492994936691,"score_spread":0.2585916403475644,"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."}}