{"id":"W4385516261","doi":"10.21203/rs.3.rs-2901895/v1","title":"Transcutaneous vagus nerve stimulation (tVNS) to acutely reduce emotional vulnerability and improve emotional regulation in borderline personality disorder (tVNS-BPD): study protocol for a randomized, single-blind, sham-controlled trial","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Borderline personality disorder; Vagus nerve stimulation; Vulnerability (computing); Randomized controlled trial; Vagus nerve; Stimulation; Psychology; Protocol (science); Clinical psychology; Medicine; Neuroscience; Internal medicine; Computer science; Computer security","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":[0.002394927,0.002960133,0.004791864,0.0008590422,0.001093802,0.0009355636,0.001324404,0.002411384,0.02041571],"category_scores_gemma":[0.002736648,0.001125106,0.001515529,0.0006527403,0.002098331,0.0009721479,0.000770179,0.002746827,0.002567891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059552,"about_ca_system_score_gemma":0.002434916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516417,"about_ca_topic_score_gemma":0.002169661,"domain_scores_codex":[0.9981285,0.0007844391,0.0001780004,0.0003429764,0.0001986223,0.0003675678],"domain_scores_gemma":[0.9990442,0.000253772,0.0001711483,0.0001432433,0.0001053949,0.0002821694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9757544,0.009570959,0.0000983409,0.0008071216,0.0002060148,0.00001968845,0.00003558144,0.0001959689,0.002295739,0.00022923,0.0006033684,0.0101834],"study_design_scores_gemma":[0.9529422,0.04459467,0.0004078103,0.00006301175,0.000160176,0.000009806122,0.00001311385,0.000238599,0.0004905161,0.0001830452,0.0008828954,0.00001418689],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5723429,0.003698787,0.007779825,0.000864425,0.002408107,0.4011812,0.004535665,0.0006931365,0.006495893],"genre_scores_gemma":[0.4291246,0.002261028,0.01223482,0.0008960675,0.001010539,0.5470063,0.001027161,0.00006851566,0.006370968],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02041571,"threshold_uncertainty_score":0.06829739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997909983107487,"score_gpt":0.4867424243216598,"score_spread":0.2869514260109111,"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."}}