{"id":"W4389258343","doi":"10.3171/2023.9.jns23627","title":"Predictive value of intraoperative vagus nerve corticobulbar motor evoked potentials to assess the risk of dysphagia in fourth ventricle surgery","year":2023,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Anesthesia; Vagus nerve; Surgery; Internal medicine","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":[0.0009739571,0.0003765901,0.000290695,0.0009035436,0.0001977566,0.000513622,0.0002583023,0.0004844231,0.0008213468],"category_scores_gemma":[0.008981252,0.0001658551,0.0003541553,0.0004179998,0.0003014998,0.0004833477,0.0003323751,0.0005377462,0.0001745795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600759,"about_ca_system_score_gemma":0.0002463902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00050095,"about_ca_topic_score_gemma":0.0006892351,"domain_scores_codex":[0.9995918,0.00009166314,0.0000841283,0.0000648064,0.0001088944,0.00005876912],"domain_scores_gemma":[0.9947625,0.002544408,0.001546046,0.0001774147,0.0004495228,0.0005201654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002273351,0.00001739527,0.9963679,0.000008669344,0.00002164528,0.0001599719,0.00001391743,0.0001797482,0.0003694763,0.00000769786,0.00003473252,0.00259155],"study_design_scores_gemma":[0.000008221676,0.0002874844,0.9956018,0.00001415399,0.00004935904,0.001202016,0.00009762108,0.002195045,0.0003714389,0.00003369489,0.0001314966,0.000007626364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985943,0.0005656873,0.0003323249,0.00003352753,0.0000166183,0.000007857405,0.0000737393,0.00001074396,0.0003650874],"genre_scores_gemma":[0.9995162,0.0001106406,0.0002113777,0.000006717422,0.00001513555,0.00000540241,0.00009124205,0.000002022109,0.00004124443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009739571,"threshold_uncertainty_score":0.005150855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642989775792161,"score_gpt":0.3720951707465484,"score_spread":0.3077961931673323,"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."}}