{"id":"W2175322453","doi":"10.1016/j.nec.2015.08.010","title":"Neuromodulation for Epilepsy","year":2015,"lang":"en","type":"review","venue":"Neurosurgery Clinics of North America","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Vagus nerve stimulation; Neuromodulation; Medicine; Neurostimulation; Deep brain stimulation; Epilepsy; Neuroscience; Modalities; Stimulation; Anesthesia; Vagus nerve; Internal medicine; Parkinson's disease; Disease; 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":[0.0004504553,0.0009973671,0.001502224,0.003963444,0.0002905531,0.001015404,0.0006776087,0.0008976001,0.00895061],"category_scores_gemma":[0.00103678,0.0002682262,0.00064562,0.002402371,0.0005007951,0.001506554,0.001068242,0.001463309,0.002465568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005868697,"about_ca_system_score_gemma":0.001366409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231517,"about_ca_topic_score_gemma":0.006207702,"domain_scores_codex":[0.9998056,0.00003495471,0.00005215026,0.00003087774,0.00005494849,0.00002137715],"domain_scores_gemma":[0.9996359,0.0001457109,0.0001260739,0.00001110186,0.00004918651,0.00003188928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008314171,0.00005066149,0.0001325039,0.02633743,0.0001438485,0.0003002397,0.00004079183,0.0001434739,0.0007614205,0.00152362,0.02995788,0.9405249],"study_design_scores_gemma":[0.0001263217,0.0001833746,0.001521962,0.01614558,0.0006575955,0.004450524,0.0000871145,0.0001103756,0.0003997904,0.001971133,0.9743123,0.00003397647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001038691,0.9979345,0.0000700983,0.0002043496,0.0002293012,0.000007370789,0.00002290615,0.000006719717,0.001420944],"genre_scores_gemma":[0.001063658,0.9971174,0.0001655106,0.0004057136,0.0003138758,0.000008754876,0.00003743885,0.000001704701,0.0008859144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00895061,"threshold_uncertainty_score":0.02994281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284853352377628,"score_gpt":0.3908043682531259,"score_spread":0.2623190330153631,"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."}}