{"id":"W3162905064","doi":"10.1038/s41598-021-89624-3","title":"Classification of directionally specific vagus nerve activity using an upper airway obstruction model in anesthetized rodents","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Efferent; Sensory system; Vagus nerve; Cuff; Medicine; Biomedical engineering; Airway; Anatomy; Neuroscience; Afferent; Anesthesia; Biology; Surgery; 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":[0.0003140341,0.000484886,0.0003440516,0.0003620183,0.00009302814,0.0002008664,0.0002513852,0.0003742768,0.0002481963],"category_scores_gemma":[0.0003315209,0.0001839376,0.0004139036,0.0001331176,0.0002449221,0.0002429086,0.0001879232,0.0004718537,0.00008348338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882551,"about_ca_system_score_gemma":0.0001855427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008985436,"about_ca_topic_score_gemma":0.001241025,"domain_scores_codex":[0.9998773,0.00001274666,0.00001048249,0.00005031218,0.00002508579,0.00002404757],"domain_scores_gemma":[0.9998224,0.00002776883,0.00008053957,0.00001935311,0.00002215538,0.00002775596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005827066,0.0002509521,0.006226195,0.0000703364,0.00004091441,0.00009285238,0.00003833526,0.008340509,0.9703677,0.0001200168,0.00007496159,0.01379459],"study_design_scores_gemma":[0.0001058785,0.01247662,0.07857028,0.00004438766,0.0002338104,0.0005104544,0.0001407988,0.2724482,0.6340056,0.0005379732,0.0008541421,0.00007179265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780068,0.0002881691,0.02114214,0.00004278756,0.00002318143,0.00005940391,0.0001791704,0.0000958602,0.0001625401],"genre_scores_gemma":[0.9756445,0.0006089647,0.02238194,0.00004020827,0.000009970257,0.0001581116,0.0004619528,0.00001650081,0.0006778698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008985436,"threshold_uncertainty_score":0.001786649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219672536862949,"score_gpt":0.352759090963792,"score_spread":0.2307918372774971,"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."}}