{"id":"W4280578089","doi":"10.1176/appi.ajp.21050541","title":"Predictive Value of Acute Neuroplastic Response to rTMS in Treatment Outcome in Depression: A Concurrent TMS-fMRI Trial","year":2022,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Neuroplasticity; Psychology; Depression (economics); Connectome; Physical medicine and rehabilitation; Neuroscience; Dorsolateral prefrontal cortex; Functional connectivity; Medicine; Prefrontal cortex; Stimulation; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001144196,0.0005153313,0.0007489595,0.0001417493,0.0002057844,0.0003688816,0.0003227899,0.0006249368,0.0009944296],"category_scores_gemma":[0.002559354,0.0001547663,0.0005816809,0.0001389861,0.0002575291,0.0002927185,0.0001726425,0.0006165028,0.0001641809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935466,"about_ca_system_score_gemma":0.0002697372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007158994,"about_ca_topic_score_gemma":0.001284379,"domain_scores_codex":[0.999605,0.0001919107,0.00004226373,0.00009279158,0.00004116714,0.00002689676],"domain_scores_gemma":[0.9991028,0.000366407,0.000263724,0.00007067827,0.0000592509,0.0001372461],"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":[0.6739916,0.01085274,0.1603454,0.0007303709,0.005757493,0.0002714398,0.0002152076,0.00362327,0.0189981,0.000208613,0.0005431355,0.1244627],"study_design_scores_gemma":[0.1117498,0.2449831,0.6143376,0.0001911743,0.005975776,0.0004891421,0.00008525734,0.01542465,0.004731203,0.0005315188,0.001432184,0.0000685079],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985032,0.000724417,0.0001828684,0.00007116434,0.00001920191,0.0001432241,0.00007726355,0.00001000582,0.0002688179],"genre_scores_gemma":[0.9993261,0.0001802566,0.000157203,0.00003358152,0.00002928086,0.00008539295,0.0001046142,0.000001231871,0.00008236812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144196,"threshold_uncertainty_score":0.006051183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531046321896945,"score_gpt":0.3308074466313007,"score_spread":0.3054969834123312,"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."}}