{"id":"W3000146139","doi":"10.1016/j.pnpbp.2020.109871","title":"White matter microstructural organizations in patients with severe treatment-resistant schizophrenia: A diffusion tensor imaging study","year":2020,"lang":"en","type":"article","venue":"Progress in Neuro-Psychopharmacology and Biological Psychiatry","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Douglas Mental Health University Institute; McGill University","funders":"Daiichi Sankyo Europe; Japan Society for the Promotion of Science; Canadian Institutes of Health Research; Novartis Pharma; National Institutes of Health; Japan Health Foundation; SENSHIN Medical Research Foundation; Mochida Memorial Foundation for Medical and Pharmaceutical Research; Ministero dello Sviluppo Economico; Meiji Seika Pharma; Shionogi; Eisai; Daiichi-Sankyo; Novartis; Ontario Mental Health Foundation; W. Garfield Weston Foundation; Otsuka Pharmaceutical; National Alliance for Research on Schizophrenia and Depression; Weston Brain Institute; Fujifilm Corporation; Michael J. Fox Foundation for Parkinson's Research; Takeda Science Foundation; Dainippon Sumitomo Pharma; Janssen Japan; Natural Sciences and Engineering Research Council of Canada; Pfizer; Japan Research Foundation for Clinical Pharmacology; Japan Agency for Medical Research and Development; Naito Foundation; McGill University; Consejo Nacional de Ciencia y Tecnología; Instituto de Ciencia y Tecnología del Distrito Federal; Uehara Memorial Foundation; Innovationsfonden; Tsumura and Company; Alzheimer's Association","keywords":"White matter; Uncinate fasciculus; Corpus callosum; Internal capsule; Fractional anisotropy; Fasciculus; Diffusion MRI; Superior longitudinal fasciculus; Medicine; Psychology; Positive and Negative Syndrome Scale; Cerebral peduncle; Corona radiata (embryology); Population; Internal medicine; Magnetic resonance imaging; Neuroscience; Psychiatry; Radiology; Psychosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004375815,0.0006305117,0.0003746763,0.0009383055,0.0008401129,0.0005433935,0.000277123,0.0006173283,0.001142776],"category_scores_gemma":[0.001244114,0.0004214503,0.0003342563,0.0005595064,0.0006596681,0.0006106205,0.0004453859,0.0005105376,0.0002431867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364184,"about_ca_system_score_gemma":0.0004361714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007098283,"about_ca_topic_score_gemma":0.01007048,"domain_scores_codex":[0.999866,0.00002972252,0.00002544308,0.00002865008,0.00002617561,0.00002401212],"domain_scores_gemma":[0.9994895,0.0000819346,0.000212304,0.00004055415,0.00005180004,0.0001238071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002643572,0.0006285589,0.9650596,0.00006728411,0.0002674597,0.005067897,0.002092687,0.0002392546,0.01917375,0.0001259268,0.0001905611,0.00444355],"study_design_scores_gemma":[0.00004037711,0.0003434036,0.9962848,0.000003888518,0.00004489917,0.002227649,0.0005742867,0.0001614755,0.0001849446,0.00005677584,0.00006862963,0.000008912484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997185,0.00003688014,0.0000231642,0.00002156227,0.000001188964,0.000004928478,0.00004201454,9.925998e-7,0.0001507728],"genre_scores_gemma":[0.9997274,0.00003949692,0.00004447179,0.00001474293,0.000004652093,0.000002789974,0.00009475478,0.000001129809,0.00007056818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007098283,"threshold_uncertainty_score":0.01411396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835313595439185,"score_gpt":0.3127822108486575,"score_spread":0.2944290748942657,"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."}}