{"id":"W4318761317","doi":"10.1016/j.brs.2023.01.1680","title":"Repetitive transcranial magnetic stimulation for preventing relapse in antidepressant treatment-resistant depression: A systematic review and meta-analysis of randomized controlled trials","year":2023,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H. Lundbeck A/S; Eisai; Teijin Pharma; Daiichi-Sankyo; Japan Agency for Medical Research and Development; Daiichi Sankyo Europe; Ministry of Health, Labour and Welfare; Takeda Pharmaceutical Company; Eli Lilly and Company","keywords":"Depression (economics); Neurostimulation; Major depressive disorder; Randomized controlled trial; Antidepressant; Transcranial magnetic stimulation; Treatment-resistant depression; Psychiatry; Electroconvulsive therapy; Medicine; Internal medicine; Mood; Psychology; Anxiety; Stimulation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017604,0.002077003,0.01839752,0.004948509,0.0005359736,0.002215769,0.001880076,0.001921966,0.005715069],"category_scores_gemma":[0.02670146,0.0009500445,0.02481988,0.006056162,0.0005656513,0.001636844,0.001107309,0.001802379,0.00031636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041564,"about_ca_system_score_gemma":0.003339761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004690007,"about_ca_topic_score_gemma":0.01223277,"domain_scores_codex":[0.9921436,0.0036254,0.002245906,0.0008922158,0.0008836635,0.0002093185],"domain_scores_gemma":[0.9850498,0.01069281,0.002663422,0.0003756792,0.001047156,0.00017102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002969731,0.000048376,0.001696268,0.6242204,0.3439192,0.00007515559,0.00008561577,0.0003371009,0.0001954188,0.0001768554,0.001119183,0.02515671],"study_design_scores_gemma":[0.001998541,0.0004060201,0.003692688,0.07261933,0.9178873,0.00009660487,0.00006023894,0.0002341329,0.000130281,0.0003252638,0.002514772,0.00003479935],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002481927,0.9958962,0.0003611624,0.0001542874,0.00009979658,0.0003758034,0.0004158955,0.00001959981,0.0001953965],"genre_scores_gemma":[0.09180445,0.9015712,0.002317763,0.0009702031,0.0002798793,0.001880634,0.0007970147,0.00002532528,0.0003535391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01839752,"threshold_uncertainty_score":0.05381668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1975804463640471,"score_gpt":0.4174370352052063,"score_spread":0.2198565888411591,"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."}}