{"id":"W3039284168","doi":"10.1016/j.yebeh.2020.107253","title":"Vagus nerve stimulation in patients with therapy-resistant generalized epilepsy","year":2020,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"LivaNova; Western University; Ontario Brain Institute","keywords":"Vagus nerve stimulation; Epilepsy; Interquartile range; Medicine; Etiology; Generalized epilepsy; Seizure types; Pediatrics; Drug Resistant Epilepsy; Lennox–Gastaut syndrome; Anesthesia; Internal medicine; Vagus nerve; Stimulation; Psychiatry","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":[0.0001446167,0.0002398231,0.0003540316,0.0002681319,0.0002479637,0.0002318931,0.0001160858,0.0004274806,0.0009909397],"category_scores_gemma":[0.0009838345,0.00005635071,0.0001466652,0.0002660694,0.0002664918,0.0002359636,0.0001192311,0.0002779313,0.00009881011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058982,"about_ca_system_score_gemma":0.0002844059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178082,"about_ca_topic_score_gemma":0.003523479,"domain_scores_codex":[0.9999217,0.00002668761,0.00001038797,0.000009981126,0.00001308813,0.00001814633],"domain_scores_gemma":[0.9998263,0.00007079707,0.00005265252,0.00000680167,0.00001042498,0.00003309469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009267398,0.0005735858,0.8745456,0.0004136372,0.0002132947,0.03176273,0.001172847,0.0004335709,0.01589265,0.0004898217,0.0009531791,0.0642817],"study_design_scores_gemma":[0.000368083,0.003173011,0.9692347,0.00006934328,0.0001383655,0.0227625,0.001295123,0.0004585202,0.0008796701,0.0004043468,0.001198176,0.00001815829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941075,0.002002576,0.00006246445,0.0001842923,0.00001611932,0.00001583979,0.00005775843,0.000004446947,0.003549018],"genre_scores_gemma":[0.9989022,0.0007095324,0.00003540353,0.00008315693,0.00001735073,0.000004491937,0.00006412903,7.30822e-7,0.000182881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00178082,"threshold_uncertainty_score":0.003540874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06181087366264438,"score_gpt":0.3083486573418793,"score_spread":0.2465377836792349,"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."}}