{"id":"W4389435852","doi":"10.2196/46830","title":"Repetitive Transcranial Magnetic Stimulation With and Without Text4Support for the Treatment of Resistant Depression: Protocol for a Patient-Centered Multicenter Randomized Controlled Pilot Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University; Alberta Health Services","keywords":"Treatment-resistant depression; Randomized controlled trial; Transcranial magnetic stimulation; Depression (economics); Major depressive disorder; Medicine; Intervention (counseling); Clinical trial; Physical therapy; Psychiatry; Psychology; Mood; Internal medicine; Stimulation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.04814281,0.006551615,0.0103754,0.002772664,0.004325692,0.004163944,0.004339853,0.006521678,0.04949104],"category_scores_gemma":[0.03068882,0.003185426,0.00562303,0.003555662,0.003988274,0.002944204,0.002092839,0.008795215,0.009197582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005744508,"about_ca_system_score_gemma":0.01917155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845329,"about_ca_topic_score_gemma":0.006055449,"domain_scores_codex":[0.9726273,0.01780672,0.00275747,0.001927142,0.002774609,0.00210682],"domain_scores_gemma":[0.9824883,0.004636128,0.003290518,0.002279045,0.004812019,0.00249395],"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":[0.8859336,0.03627278,0.001104464,0.01821373,0.002597372,0.0003900037,0.0007164986,0.003487438,0.003078023,0.004219474,0.01641582,0.02757072],"study_design_scores_gemma":[0.9327852,0.03647849,0.002084057,0.001893218,0.0008052148,0.00006415213,0.000172788,0.002220759,0.0007289906,0.001473882,0.02117682,0.0001164299],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009782173,0.00006800977,0.0006812106,0.00006474244,0.0001263943,0.9975163,0.0003130482,0.00003707648,0.0002150113],"genre_scores_gemma":[0.001042947,0.00005426808,0.001487507,0.00007285804,0.00002551421,0.9970879,0.00008006394,0.000002953544,0.0001459743],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04949104,"threshold_uncertainty_score":0.2546065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2234594245257323,"score_gpt":0.5652461925144171,"score_spread":0.3417867679886848,"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."}}