{"id":"W4389435861","doi":"10.2196/preprints.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 (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treatment-resistant depression; Transcranial magnetic stimulation; Randomized controlled trial; Depression (economics); Major depressive disorder; Medicine; Intervention (counseling); Clinical trial; Physical therapy; Psychiatry; Psychology; Mood; Internal medicine; 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":[0.03436849,0.00544789,0.008512964,0.002210083,0.003516982,0.003531826,0.003320647,0.005464569,0.06333372],"category_scores_gemma":[0.02503963,0.002986814,0.005479552,0.002681831,0.003045897,0.002701109,0.001701853,0.007352321,0.01061342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004412947,"about_ca_system_score_gemma":0.01643941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478849,"about_ca_topic_score_gemma":0.005111119,"domain_scores_codex":[0.9801281,0.01303329,0.002133147,0.001427376,0.001851616,0.001426465],"domain_scores_gemma":[0.9879963,0.003268971,0.002466187,0.001845229,0.002735201,0.001688256],"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":[0.8678519,0.03083897,0.0007977455,0.02221934,0.002764414,0.000343044,0.0004966016,0.002630378,0.003558028,0.004225677,0.02859135,0.03568249],"study_design_scores_gemma":[0.923547,0.03895294,0.002092389,0.002524492,0.0008646906,0.00007901466,0.0001323608,0.001720298,0.0009539622,0.001574113,0.02743875,0.0001199107],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001145864,0.0001058485,0.0007177429,0.0001019069,0.0002067067,0.9968839,0.0005238015,0.00004444302,0.0002696557],"genre_scores_gemma":[0.0011185,0.00006904746,0.001452032,0.0001116708,0.0000394216,0.9969213,0.0001167696,0.00000319078,0.000168075],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06333372,"threshold_uncertainty_score":0.2118724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220297600799141,"score_gpt":0.3491225639385818,"score_spread":0.2669195879305903,"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."}}