{"id":"W2914781409","doi":"10.1016/j.brs.2018.12.608","title":"The heart-brain pathway in depression: Optimizing TMS treatment for depression using cardiac response (Neuro-Cardiac-Guided-TMS)","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; Toronto Western Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Dorsolateral prefrontal cortex; Vagus nerve stimulation; Depression (economics); Neuroscience; Heart rate; Psychology; Transcranial magnetic stimulation; Stimulation; Prefrontal cortex; Brain stimulation; Medicine; Vagus nerve; Internal medicine; Cognition; Blood pressure","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":[0.0001622736,0.0001587097,0.0001668503,0.00008386158,0.00006167736,0.0001394045,0.0001393953,0.0002518097,0.0008536458],"category_scores_gemma":[0.0003914876,0.00004267835,0.000130329,0.00005891712,0.00008545254,0.0001040199,0.0000980118,0.0003135704,0.0001307432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123909,"about_ca_system_score_gemma":0.0001975718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006325751,"about_ca_topic_score_gemma":0.001594026,"domain_scores_codex":[0.9999561,0.00001697739,0.000003243545,0.000007961641,0.000009509637,0.000006148754],"domain_scores_gemma":[0.999962,0.00001923504,0.000006989162,0.000002088801,0.000005244148,0.000004477822],"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":[0.003551572,0.0008050205,0.006008486,0.000656824,0.0001854661,0.0001912845,0.00009534129,0.007945658,0.4213355,0.001159247,0.001903763,0.5561618],"study_design_scores_gemma":[0.003721238,0.02805471,0.3706114,0.0008886384,0.001708031,0.006234175,0.0004877419,0.2045509,0.3436452,0.01733372,0.02261264,0.000151574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576616,0.0141183,0.1167684,0.002255164,0.0002408993,0.0002977057,0.0001934227,0.0003140922,0.008150456],"genre_scores_gemma":[0.9823746,0.002086649,0.01454321,0.0003497381,0.00007150321,0.00007387427,0.00002760148,0.0000151154,0.0004576502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008536458,"threshold_uncertainty_score":0.002855778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025109931697363,"score_gpt":0.3256572882111897,"score_spread":0.285406188894216,"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."}}