{"id":"W1194810720","doi":"10.3791/53129","title":"MRI-guided dmPFC-rTMS as a Treatment for Treatment-resistant Major Depressive Disorder","year":2015,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Centre for Addiction and Mental Health; University of Toronto","funders":"Ontario Brain Institute","keywords":"Transcranial magnetic stimulation; Major depressive disorder; Magnetic resonance imaging; Treatment-resistant depression; Depression (economics); Medicine; Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Anterior cingulate cortex; Psychology; Stimulation; Neuroscience; Audiology; Psychiatry; Mood; Radiology","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":[0.0002380505,0.0003655058,0.0004727587,0.0001959634,0.0002718406,0.0001279177,0.0004645745,0.0004706803,0.002448116],"category_scores_gemma":[0.0001771751,0.000137153,0.0002483123,0.0001029921,0.000140329,0.00009074215,0.0001855537,0.0004925097,0.000772628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620579,"about_ca_system_score_gemma":0.0002450653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004653627,"about_ca_topic_score_gemma":0.002351172,"domain_scores_codex":[0.9998707,0.00005424218,0.00001452687,0.00002286984,0.00002376085,0.00001390164],"domain_scores_gemma":[0.999967,0.000005790486,0.000005294467,0.00000749526,0.000005548246,0.000008853855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01797054,0.006195176,0.0008776575,0.002053544,0.0002642462,0.00100026,0.0003757724,0.00148039,0.4821219,0.001472245,0.009883733,0.4763045],"study_design_scores_gemma":[0.07841838,0.205137,0.08124129,0.001373003,0.001319856,0.0166492,0.0004647607,0.01229264,0.3661572,0.00330063,0.2333686,0.0002773529],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483179,0.02186976,0.07711127,0.002222601,0.001368139,0.01971984,0.001560847,0.001187955,0.02664156],"genre_scores_gemma":[0.8652371,0.01117281,0.09845901,0.001784151,0.0002723935,0.009155411,0.001001118,0.0001209366,0.01279714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002448116,"threshold_uncertainty_score":0.008189738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283984989160531,"score_gpt":0.4735107014195387,"score_spread":0.3451122025034856,"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."}}