{"id":"W4408906239","doi":"10.1016/j.jpsychires.2025.03.047","title":"Home-based transcranial direct current stimulation for major depressive disorder: 6-month follow-up from randomised sham-controlled trial and open-label treatment phases","year":2025,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Horizon 2020; Social Science Research Institute, Duke University; Medical Research Council; Royal College of Physicians; Rosetrees Trust; King's College London; Wellcome Trust; Canadian Institutes of Health Research; British Medical Association; Stanley Medical Research Institute; Michael Smith Health Research BC; Wisconsin Economic Development Corporation; National Institute for Health and Care Research","keywords":"Transcranial direct-current stimulation; Open label; Transcranial magnetic stimulation; Randomized controlled trial; Major depressive disorder; Stimulation; Psychology; Physical medicine and rehabilitation; Brain stimulation; Medicine; Psychiatry; Clinical psychology; Neuroscience; Internal medicine; Mood","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356846,0.0003229263,0.001219071,0.000906607,0.000794529,0.0003750162,0.0006135319,0.0001081914,0.00007666735],"category_scores_gemma":[0.002381804,0.00023225,0.0003956501,0.0009527467,0.0001803554,0.0002473407,0.00004861089,0.0003376689,0.000001760142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352473,"about_ca_system_score_gemma":0.0007047137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587449,"about_ca_topic_score_gemma":0.0001058236,"domain_scores_codex":[0.9955565,0.001084898,0.001274851,0.0005940369,0.001003652,0.0004860518],"domain_scores_gemma":[0.9882951,0.01025719,0.0004593008,0.0002847045,0.0005173081,0.0001863997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9396864,0.003031361,0.0009815629,0.0000513331,0.0002156554,0.000007662539,0.0002575394,0.0003374621,0.006875708,0.0001316836,0.001084178,0.04733944],"study_design_scores_gemma":[0.9784091,0.006438711,0.002032061,0.00009318096,0.0006815629,0.000001093817,0.00004921181,0.007514784,0.0004896469,0.002556731,0.001524693,0.0002092005],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529004,0.01186304,0.01594055,0.002789884,0.003363204,0.01230096,0.0001861136,0.00002872807,0.0006270972],"genre_scores_gemma":[0.9956925,0.001211502,0.001323406,0.00004813861,0.000582228,0.0007991692,0.000005831333,0.00002904371,0.0003081954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04713024,"threshold_uncertainty_score":0.9470881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090946621585914,"score_gpt":0.4314568589816956,"score_spread":0.3223621968231042,"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."}}