{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001195672,0.0002944087,0.0004902582,0.0008024868,0.0001759008,0.000454633,0.0003302456,0.0003512135,0.000675136],"category_scores_gemma":[0.003617354,0.000124724,0.0006109509,0.000917671,0.000350671,0.0004037636,0.0003835378,0.0002971086,0.0000755713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422434,"about_ca_system_score_gemma":0.0003562559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045344,"about_ca_topic_score_gemma":0.001804081,"domain_scores_codex":[0.9991756,0.0003096702,0.0001190347,0.0001393062,0.0001839466,0.00007249487],"domain_scores_gemma":[0.996989,0.0007634481,0.001800691,0.0001093364,0.0001194573,0.0002181856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005243664,0.00005874109,0.9949333,0.00003633229,0.0001118053,0.0003198305,0.00003884742,0.00005224611,0.0002130388,0.000008481492,0.00002628463,0.003676655],"study_design_scores_gemma":[0.00003659082,0.0008161628,0.9972947,0.00002098584,0.0001122899,0.00129463,0.00008607734,0.00009801069,0.00008870003,0.000007177843,0.0001409655,0.000003735497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992417,0.0005336973,0.00001417172,0.00001445,0.000002391534,0.000005233165,0.00008490698,8.959782e-7,0.0001025239],"genre_scores_gemma":[0.9992939,0.0003708976,0.00006704771,0.00001662582,0.00001216572,0.000009197986,0.0002037408,0.000001247175,0.00002513718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001195672,"threshold_uncertainty_score":0.006323397,"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."}}