{"id":"W2599340422","doi":"10.1088/1741-2552/aa6a5f","title":"Modeling the response of small myelinated axons in a compound nerve to kilohertz frequency signals","year":2017,"lang":"en","type":"article","venue":"Journal of Neural Engineering","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; Fulbright Canada; Triangle Community Foundation; Duke University","keywords":"Electrode; Excitation; Action potential; Materials science; Transmission (telecommunications); Amplitude; Block (permutation group theory); Physics; Biomedical engineering; Acoustics; Electrophysiology; Computer science; Mathematics; Neuroscience; Optics; Geometry; Telecommunications; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144659,0.0001234567,0.0002513373,0.0003558879,0.0001358275,0.0001206038,0.0008805227,0.00004373208,0.00001341339],"category_scores_gemma":[0.006305504,0.00009075447,0.0001115203,0.0002518819,0.00003826885,0.0002871851,0.0001360333,0.0004904746,0.000003089144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000065455,"about_ca_system_score_gemma":0.00006707635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006940864,"about_ca_topic_score_gemma":0.00001161077,"domain_scores_codex":[0.9983976,0.0001859513,0.0005819184,0.0001422213,0.0004159259,0.000276321],"domain_scores_gemma":[0.9983813,0.000736238,0.0002249582,0.0003516682,0.000178747,0.0001271278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001356204,0.00001348011,0.0001896128,0.000007189396,0.000002440139,0.0001161041,0.0001190289,0.5168588,0.4824231,0.00002894977,0.000003191702,0.0001025501],"study_design_scores_gemma":[0.0005059988,0.0002026681,0.01037004,0.0001339674,0.000004975477,0.0001146185,0.00002167315,0.9397525,0.04871058,0.00007586226,0.00001356404,0.00009356704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927133,0.0000504231,0.004588405,0.002228159,0.0002006138,0.0001657596,0.000003759362,0.00001084178,0.00003869474],"genre_scores_gemma":[0.9989361,0.000004663154,0.0008751118,0.00006242401,0.00006483951,0.000002817343,6.102662e-8,0.00001971497,0.00003423651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4337125,"threshold_uncertainty_score":0.7548733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202160078299198,"score_gpt":0.3451605235924053,"score_spread":0.2249445157624855,"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."}}