{"id":"W4407933876","doi":"10.1016/j.brs.2024.12.313","title":"Acute effects of 1Hz rTMS on central autonomic network dynamics in depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Laurentian University","funders":"","keywords":"Depression (economics); Psychology; Neuroscience; Dynamics (music); Medicine; Physical medicine and rehabilitation; Economics","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":[0.0001384963,0.0001187015,0.0001707936,0.00007527462,0.00009760384,0.000187046,0.00008111943,0.0001869673,0.003753926],"category_scores_gemma":[0.0005880554,0.00004641523,0.000150129,0.00007578535,0.00008293983,0.00009283151,0.0001097994,0.0003265908,0.0002556372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788596,"about_ca_system_score_gemma":0.0001539547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747265,"about_ca_topic_score_gemma":0.004006697,"domain_scores_codex":[0.9999557,0.00001549866,0.000003845116,0.000006000138,0.000007436841,0.00001158511],"domain_scores_gemma":[0.9998962,0.00004736187,0.00001572407,0.000006077323,0.000008268359,0.00002646314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04669965,0.00495527,0.09625682,0.001486355,0.001002536,0.001436652,0.0005218892,0.003583488,0.10357,0.0006710354,0.009490523,0.7303258],"study_design_scores_gemma":[0.001696591,0.02251378,0.9569539,0.0002385996,0.0005945106,0.001209698,0.000309304,0.003238304,0.0062952,0.0007226818,0.006204403,0.0000231957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897066,0.005853098,0.0003042255,0.0004724715,0.0001448362,0.00003866731,0.0001967812,0.00002275754,0.003260609],"genre_scores_gemma":[0.9960405,0.002582073,0.0001750477,0.000130508,0.00007451898,0.00002022648,0.0000829713,0.000002221368,0.0008919711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003753926,"threshold_uncertainty_score":0.01255816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008537975685602689,"score_gpt":0.265159713622978,"score_spread":0.2566217379373753,"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."}}