{"id":"W4220884311","doi":"10.1038/s41380-022-01524-8","title":"Efficacy of neurostimulation across mental disorders: systematic review and meta-analysis of 208 randomized controlled trials","year":2022,"lang":"en","type":"review","venue":"Molecular Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":251,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Transcranial direct-current stimulation; Meta-analysis; Randomized controlled trial; Transcranial magnetic stimulation; Neurocognitive; Neurostimulation; Brain stimulation; Schizophrenia (object-oriented programming); Anxiety; Psychology; Clinical psychology; Psychiatry; Cognition; Medicine; Stimulation; Internal medicine; Neuroscience","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":[0.01309661,0.002836232,0.0192331,0.005536417,0.0007467382,0.002940825,0.00198271,0.001970087,0.004061499],"category_scores_gemma":[0.03622404,0.001453974,0.03225891,0.006443137,0.0009965483,0.001774843,0.00170375,0.002116716,0.0003723573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399529,"about_ca_system_score_gemma":0.004728623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006578139,"about_ca_topic_score_gemma":0.01498001,"domain_scores_codex":[0.9894506,0.004153748,0.003959509,0.001019729,0.001147122,0.0002692688],"domain_scores_gemma":[0.9823168,0.01286254,0.00300297,0.0004853103,0.001120634,0.0002118183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002475982,0.00003808317,0.001128495,0.6164691,0.3650362,0.0001008883,0.00007924259,0.0003810466,0.0002587027,0.0001494539,0.0006823592,0.01320041],"study_design_scores_gemma":[0.001418498,0.0002472648,0.001983248,0.04424375,0.9496613,0.00008481832,0.00004061005,0.0001047055,0.0001624915,0.000208901,0.001821502,0.00002300724],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004493587,0.9924501,0.0007412829,0.0001920708,0.0001513721,0.0007505013,0.0008377112,0.00003897164,0.0003443421],"genre_scores_gemma":[0.1306543,0.8596252,0.003377576,0.001290769,0.0001990467,0.003021039,0.001349819,0.00005508924,0.0004270892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0192331,"threshold_uncertainty_score":0.06926233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215384857732954,"score_gpt":0.4178406321148644,"score_spread":0.296302146341569,"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."}}