{"id":"W2413751529","doi":"10.1002/wps.20300","title":"Clinical efficacy and safety of repetitive transcranial magnetic stimulation in acute bipolar depression","year":2016,"lang":"en","type":"letter","venue":"World Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders; McGill University; Douglas Mental Health University Institute; University of British Columbia","funders":"","keywords":"Hypomania; Bipolar disorder; Mania; Randomized controlled trial; Medicine; Depression (economics); Transcranial magnetic stimulation; Psychiatry; Major depressive disorder; Bipolar II disorder; Major depressive episode; Internal medicine; Mood; Stimulation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01352998,0.0005222766,0.003664072,0.00251214,0.0003901923,0.001351129,0.0007132463,0.001415486,0.003743297],"category_scores_gemma":[0.03528416,0.000427578,0.003608431,0.001697776,0.0006439586,0.0009983187,0.0005621965,0.001041547,0.0004567848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115926,"about_ca_system_score_gemma":0.001834493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006746208,"about_ca_topic_score_gemma":0.002139349,"domain_scores_codex":[0.9844053,0.00812584,0.005255045,0.0006647096,0.001375671,0.0001733994],"domain_scores_gemma":[0.9774653,0.01239383,0.007509785,0.0003392399,0.001936672,0.0003551381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0650175,0.0008272993,0.005279234,0.4398795,0.02577349,0.0003828902,0.0004517715,0.0003809188,0.003303039,0.0009553319,0.002961159,0.4547878],"study_design_scores_gemma":[0.1805365,0.08871298,0.1008437,0.3966393,0.1670862,0.00314111,0.00114231,0.001357267,0.005101494,0.005130597,0.04993178,0.000376872],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02543222,0.9676178,0.0005177341,0.0008233908,0.000399646,0.001659564,0.0004828708,0.00001751513,0.003049309],"genre_scores_gemma":[0.3749774,0.6149267,0.002945051,0.002234335,0.001274782,0.0024987,0.0006474755,0.00001637989,0.000479251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01352998,"threshold_uncertainty_score":0.07155418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545356122194054,"score_gpt":0.3158918669305573,"score_spread":0.2904383057086168,"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."}}