{"id":"W1967784329","doi":"10.1097/yco.0b013e3282f15e89","title":"The use of repetitive transcranial magnetic stimulation and vagal nerve stimulation in the treatment of depression","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Nature; National Alliance for Research on Schizophrenia and Depression","keywords":"Transcranial magnetic stimulation; Stimulation; Medicine; Antidepressant; Neuroscience; Deep transcranial magnetic stimulation; Transcranial alternating current stimulation; Depression (economics); Brain stimulation; Vagus nerve stimulation; Clinical trial; Psychology; Anesthesia; Physical medicine and rehabilitation; Vagus nerve; Internal medicine; Hippocampus","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":[0.0009149418,0.0009366883,0.002343305,0.002468658,0.0002272004,0.0007470364,0.001113213,0.001211109,0.004031409],"category_scores_gemma":[0.001639892,0.0002296562,0.0005853653,0.002895036,0.0004887145,0.001067352,0.0003871361,0.0009269476,0.001782557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365472,"about_ca_system_score_gemma":0.0009500219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059025,"about_ca_topic_score_gemma":0.001920439,"domain_scores_codex":[0.9996561,0.00009235744,0.00007243883,0.00005020233,0.0001125015,0.00001635756],"domain_scores_gemma":[0.9991892,0.0004997151,0.0001468767,0.00001859223,0.0001086879,0.00003696904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001163518,0.00005814976,0.0002353978,0.06348898,0.0002489348,0.0005011945,0.00006682906,0.0002816889,0.001480494,0.0008903949,0.01536641,0.9172651],"study_design_scores_gemma":[0.0001539906,0.0004963766,0.005786662,0.03572988,0.001147844,0.01117214,0.0002853636,0.0002190286,0.001365287,0.001897949,0.9416928,0.00005260317],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008971578,0.9993137,0.00004951501,0.0000770797,0.00009730211,0.000004937489,0.000005400924,0.000002451862,0.0003599368],"genre_scores_gemma":[0.0005712562,0.9989503,0.0001092467,0.00009720756,0.000117771,0.000006208958,0.000008610581,8.011211e-7,0.0001385888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004031409,"threshold_uncertainty_score":0.01348644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001493156024128,"score_gpt":0.4005758408324248,"score_spread":0.2004265252300121,"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."}}