{"id":"W2725757055","doi":"10.1016/j.eurpsy.2017.01.320","title":"The Effects of Deep-brain Magnetic Stimulation (DMS) on White Matter Deficits: New Mechanism in Major Depressive Disorder (MDD) Treatment","year":2017,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"White matter; Oligodendrocyte; Depression (economics); Neuroscience; Deep brain stimulation; Myelin; Major depressive disorder; Psychology; Stimulation; Hyperintensity; Medicine; Internal medicine; Central nervous system; Magnetic resonance imaging; Amygdala","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":[0.0001215467,0.0002746552,0.0002277823,0.00009876415,0.0005732584,0.0001258088,0.0004918855,0.00003864764,0.00009268045],"category_scores_gemma":[0.0003979254,0.0001969562,0.0001007918,0.0001137229,0.0001288163,0.0001050845,0.00008690768,0.000127866,0.0003062299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002536983,"about_ca_system_score_gemma":0.00002491772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003779499,"about_ca_topic_score_gemma":0.0002471605,"domain_scores_codex":[0.9981142,0.0004101481,0.0003842021,0.0004917997,0.0002876484,0.0003120107],"domain_scores_gemma":[0.9981518,0.0006516465,0.0002696635,0.000833505,0.00001965908,0.00007373883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002688207,0.00225664,0.7249895,0.000406447,0.0001049195,0.000157504,0.01216199,0.006417544,0.07811848,0.02943647,0.005010973,0.1382513],"study_design_scores_gemma":[0.006473837,0.00106904,0.987053,0.0001788294,0.00005478953,0.000003804988,0.00008418426,0.0006039282,0.0006205982,0.003098144,0.00050553,0.0002542592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716927,0.00111433,0.001668878,0.005887649,0.001989746,0.001213389,0.00001106039,0.00006626259,0.016356],"genre_scores_gemma":[0.9968853,0.00004522429,0.0003909386,0.0007322408,0.0001500848,0.000020673,0.000001067626,0.00005651968,0.001717974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2620635,"threshold_uncertainty_score":0.8031639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243922718690861,"score_gpt":0.2584354997175692,"score_spread":0.2459962725306606,"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."}}