{"id":"W4386949029","doi":"10.1093/ibd/izad211","title":"Brain-Gut Axis: Invasive and Noninvasive Vagus Nerve Stimulation, Limitations, and Potential Therapeutic Approaches","year":2023,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; Research Manitoba","keywords":"Vagus nerve stimulation; Medicine; Vagus nerve; Enteric nervous system; Inflammatory bowel disease; Stimulation; Ulcerative colitis; Central nervous system; Inflammation; Immune system; Therapeutic approach; Homeostasis; Disease; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004344372,0.0007369902,0.001039963,0.001590543,0.000253015,0.0009228702,0.0006135221,0.001055697,0.003114237],"category_scores_gemma":[0.0006000106,0.0001744177,0.0005513146,0.001130303,0.0004743525,0.001128215,0.0004788063,0.001556425,0.001110792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483523,"about_ca_system_score_gemma":0.0008464532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006966601,"about_ca_topic_score_gemma":0.001555743,"domain_scores_codex":[0.99984,0.0000329511,0.00002538873,0.00002906557,0.00005892162,0.00001368725],"domain_scores_gemma":[0.999772,0.0001400938,0.00002275687,0.000005971445,0.00004279612,0.00001643811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008928829,0.00007169228,0.0001775283,0.01711174,0.00008387386,0.0003143562,0.00006074391,0.000266839,0.002048422,0.002897123,0.01116903,0.9657093],"study_design_scores_gemma":[0.00005403206,0.0003659513,0.002447025,0.01065022,0.0003144569,0.007286149,0.0001803674,0.0003166537,0.001386469,0.005724297,0.9712296,0.00004482496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001431332,0.9983821,0.0001398504,0.0002336851,0.0001379062,0.000003729114,0.000008526735,0.000004472359,0.0009466107],"genre_scores_gemma":[0.001072258,0.9978989,0.0002264905,0.0001746065,0.000199104,0.000009064269,0.00001619906,0.00000123874,0.0004021225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003114237,"threshold_uncertainty_score":0.01041812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874177320152848,"score_gpt":0.3460514841011564,"score_spread":0.1586337520858716,"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."}}