{"id":"W4399415874","doi":"10.1007/7854_2024_483","title":"Mechanisms of Action of TMS in the Treatment of Depression","year":2024,"lang":"en","type":"review","venue":"Current topics in behavioral neurosciences","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Neuroscience; Psychology; Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Prefrontal cortex; Orbitofrontal cortex; Neuroplasticity; Anterior cingulate cortex; Brain stimulation; Periaqueductal gray; Stimulation; Cognition; Central nervous system; Midbrain","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006141596,0.0009250389,0.001501407,0.00137676,0.00019946,0.0009146873,0.001201215,0.001235027,0.002924658],"category_scores_gemma":[0.0006115437,0.0002109538,0.000544065,0.001394438,0.0005546972,0.0008384131,0.000403892,0.001591143,0.001429949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005180116,"about_ca_system_score_gemma":0.0008988065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009566183,"about_ca_topic_score_gemma":0.001918955,"domain_scores_codex":[0.9998747,0.00002337208,0.00001932608,0.00002979495,0.00003854838,0.00001433374],"domain_scores_gemma":[0.9997357,0.0001653172,0.00003351295,0.000007119413,0.00004135156,0.00001702758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002567924,0.0001363329,0.0001516534,0.01588522,0.0001535057,0.0002744374,0.00004058005,0.0003937422,0.004583652,0.002514289,0.01021507,0.9653948],"study_design_scores_gemma":[0.0003217595,0.0009124437,0.00508083,0.01271038,0.001002368,0.004846278,0.000171952,0.0005375175,0.003944886,0.007627422,0.9627604,0.00008378577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001335779,0.9989243,0.000131592,0.0001533606,0.000100975,0.000004641494,0.00001051638,0.00000442981,0.0005366019],"genre_scores_gemma":[0.001086711,0.9980199,0.0002286295,0.0001684482,0.0001969477,0.00000868839,0.00001944668,0.000001066675,0.0002700717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002924658,"threshold_uncertainty_score":0.009783924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4460084447145504,"score_gpt":0.5034079281636099,"score_spread":0.05739948344905949,"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."}}