{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002948934,0.0002611592,0.0003349608,0.0001034161,0.0001135053,0.00001829139,0.0001171972,0.00007487183,0.00009400189],"category_scores_gemma":[0.00001153879,0.000167599,0.00003087261,0.0005652889,0.0002035455,0.00006043502,0.0000787504,0.0003655403,0.000005973989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002394191,"about_ca_system_score_gemma":0.00002514805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001574354,"about_ca_topic_score_gemma":0.000003288983,"domain_scores_codex":[0.9985408,0.00009420254,0.0003212187,0.0006740765,0.00008111916,0.0002886505],"domain_scores_gemma":[0.9995207,0.0000357875,0.00009803292,0.0001595707,0.00005088834,0.0001349815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004605743,0.001631228,0.9919275,0.00001834889,0.00001507991,0.00004314055,0.00009289286,0.000001392644,0.00008233241,0.00001250418,0.00023017,0.001339656],"study_design_scores_gemma":[0.01198205,0.001686413,0.9856527,0.00002346264,0.00004812421,0.0000279008,0.00005733142,0.00005764214,0.000002536681,0.00009117906,0.0001902716,0.0001803221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845658,0.0002536761,0.00001609462,0.01318383,0.0001058377,0.001690019,0.00002855764,0.0001221989,0.00003401695],"genre_scores_gemma":[0.9912854,0.00005638036,0.003025403,0.005329742,0.000072354,0.0001616926,0.0000364884,0.00002559807,0.00000697529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00785409,"threshold_uncertainty_score":0.683449,"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."}}