{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003350395,0.000466912,0.0008556412,0.0005642608,0.0001257993,0.00002496058,0.0003392686,0.0005338038,0.000426531],"category_scores_gemma":[0.0001786104,0.0003906309,0.0002277367,0.0005845519,0.0005327372,0.0001138012,0.00006756187,0.001267852,0.00003442857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002978642,"about_ca_system_score_gemma":0.000102739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002184069,"about_ca_topic_score_gemma":0.00008804878,"domain_scores_codex":[0.9957306,0.0006535202,0.001401156,0.001162972,0.0005835475,0.0004681831],"domain_scores_gemma":[0.9967645,0.002127244,0.000412609,0.0005581556,0.0000564831,0.00008096665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01305061,0.001190663,0.4968708,0.001280571,0.0002501107,0.0004238357,0.001382467,0.0001276926,0.02726063,0.001770845,0.2275591,0.2288327],"study_design_scores_gemma":[0.01068806,0.0005460524,0.6921387,0.001156328,0.0003520213,0.00001758957,0.000004655411,0.00007601576,0.00006642597,0.001133869,0.2931638,0.0006564513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1631355,0.01239272,0.002010639,0.7883515,0.01469348,0.005857463,0.001483017,0.0004648503,0.01161083],"genre_scores_gemma":[0.7224852,0.004732592,0.005269291,0.2511052,0.008975974,0.00009681034,0.00007317788,0.000349224,0.006912498],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5593497,"threshold_uncertainty_score":0.9998546,"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."}}