{"id":"W4387563705","doi":"10.1111/epi.17796","title":"Added value of corpus callosotomy following vagus nerve stimulation in children with <scp>Lennox–Gastaut</scp> syndrome: A multicenter, multinational study","year":2023,"lang":"en","type":"article","venue":"Epilepsia","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of British Columbia; BC Children's Hospital; SickKids Foundation; University of Toronto; Université de Montréal","funders":"","keywords":"Vagus nerve stimulation; Lennox–Gastaut syndrome; Corpus callosotomy; Interquartile range; Medicine; Epilepsy; Seizure types; Surgery; Epilepsy surgery; Anesthesia; Pediatrics; Vagus nerve; Stimulation; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008904194,0.0003189661,0.0004526637,0.0009196721,0.0002121648,0.00007980897,0.0005337254,0.000106497,0.00004029358],"category_scores_gemma":[0.00257693,0.0003017268,0.0001403144,0.002609709,0.0001139125,0.0004498443,0.0002705734,0.0004241578,0.0001462569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464429,"about_ca_system_score_gemma":0.0001394932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003826173,"about_ca_topic_score_gemma":0.00006980522,"domain_scores_codex":[0.9954563,0.0006995955,0.0007219238,0.0008606203,0.001579244,0.0006823101],"domain_scores_gemma":[0.997236,0.001659304,0.0002819195,0.0005053135,0.0001465065,0.0001709857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004845655,0.0008080751,0.9163952,0.00001983724,0.00005151126,0.0002893985,0.0008234414,0.07201222,0.008858176,0.0002263158,0.00006387752,0.0004035251],"study_design_scores_gemma":[0.005255448,0.0004924646,0.8198767,0.00006679477,0.00002629794,0.00002614667,0.0001790049,0.1715052,0.002387941,0.00006217857,0.000008811614,0.0001129966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963105,0.00001453003,0.000320299,0.00005947789,0.0001658603,0.002656757,0.00007080551,0.0002286259,0.0001731126],"genre_scores_gemma":[0.9986299,0.000002891857,0.0005212933,0.00004021278,0.0000329268,0.0001974415,0.00007257811,0.00006874605,0.0004340201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09949298,"threshold_uncertainty_score":0.9999435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998828509666234,"score_gpt":0.3145073103034216,"score_spread":0.2845190252067592,"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."}}