{"id":"W3137226137","doi":"10.3389/fnhum.2020.568051","title":"International Consensus Based Review and Recommendations for Minimum Reporting Standards in Research on Transcutaneous Vagus Nerve Stimulation (Version 2020)","year":2021,"lang":"en","type":"review","venue":"Frontiers in Human Neuroscience","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":334,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institutes of Health; National Center for Complementary and Integrative Health; Novo Nordisk Fonden; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Norges Forskningsråd; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; British Heart Foundation; National Institute of General Medical Sciences; Novo Nordisk; National Institute for Health and Care Research","keywords":"Vagus nerve stimulation; Vagus nerve; Medicine; Psychology; Physical medicine and rehabilitation; Stimulation; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3054081,0.003476778,0.01367557,0.02997755,0.004532882,0.01278636,0.0163702,0.01538468,0.01751542],"category_scores_gemma":[0.479654,0.003795352,0.02688914,0.02143217,0.006901456,0.01035591,0.01007396,0.01259828,0.00892253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01329433,"about_ca_system_score_gemma":0.06799201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006477667,"about_ca_topic_score_gemma":0.006311879,"domain_scores_codex":[0.6500776,0.1262017,0.1732433,0.009593652,0.03768662,0.003197188],"domain_scores_gemma":[0.422514,0.3185933,0.08965594,0.02310074,0.1416812,0.004454954],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003763319,0.00009362784,0.0007370112,0.6914234,0.002408801,0.0002771276,0.001894945,0.0005192492,0.0007953783,0.01123433,0.1070583,0.1831815],"study_design_scores_gemma":[0.0004715146,0.0001133851,0.001500884,0.7155897,0.00543574,0.00034744,0.0006534543,0.0003188049,0.0006707392,0.008228107,0.2664976,0.0001726428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001829694,0.6291136,0.0964181,0.08372701,0.04353162,0.09582071,0.02876288,0.002526694,0.01826969],"genre_scores_gemma":[0.009886423,0.3909359,0.298254,0.02136199,0.00413645,0.2483391,0.02033639,0.0007202911,0.006029558],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6945919,"threshold_uncertainty_score":0.8565555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3352583905970393,"score_gpt":0.5223614319250884,"score_spread":0.1871030413280491,"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."}}