{"id":"W4411042138","doi":"10.3389/fpsyt.2025.1526225","title":"Global trends and research hotspots in the treatment of mental disorders with transcranial magnetic stimulation: a bibliometric analysis","year":2025,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University; National Natural Science Foundation of China","keywords":"Transcranial magnetic stimulation; Psychology; Medicine; Psychiatry; Neuroscience; 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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007538517,0.0009418295,0.003589782,0.1651163,0.0009110412,0.004243374,0.0009226284,0.0008065404,0.003322633],"category_scores_gemma":[0.03199816,0.0004193829,0.004041723,0.2172837,0.000852455,0.003167361,0.002564165,0.0006196692,0.0005531152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953871,"about_ca_system_score_gemma":0.003628642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308243,"about_ca_topic_score_gemma":0.006827747,"domain_scores_codex":[0.9897086,0.001900472,0.003233836,0.001390971,0.003272025,0.0004941049],"domain_scores_gemma":[0.9352199,0.03804345,0.01543523,0.001579921,0.008405014,0.001316536],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006592426,0.0001103289,0.6758136,0.09015222,0.01133133,0.001041074,0.00318342,0.002124279,0.001863657,0.003934523,0.01624319,0.1935432],"study_design_scores_gemma":[0.0001053767,0.0002502648,0.9070892,0.01446657,0.01226937,0.00242195,0.005928232,0.00374978,0.0008886578,0.0030079,0.0496571,0.0001656299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4294995,0.4593111,0.00302762,0.004675479,0.0002811403,0.0007992186,0.09178519,0.0005145494,0.01010626],"genre_scores_gemma":[0.760678,0.1958033,0.005631011,0.0003544067,0.0004408455,0.001073593,0.03492005,0.0001218963,0.0009769285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924615,"threshold_uncertainty_score":0.03986794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602654935209174,"score_gpt":0.386556213715251,"score_spread":0.3405296643631592,"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."}}