{"id":"W4387097924","doi":"10.1016/j.nec.2023.09.002","title":"Deep Brain Stimulation for Children with Generalized Epilepsy","year":2023,"lang":"en","type":"review","venue":"Neurosurgery Clinics of North America","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Deep brain stimulation; Neuromodulation; Epilepsy; Brain stimulation; Clinical Practice; Intensive care medicine; Neuroscience; Stimulation; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine; Disease; Parkinson's disease; Psychology","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":[0.0003634172,0.0009363818,0.001303888,0.001615878,0.0001593548,0.0005893295,0.000603307,0.0007682681,0.005133439],"category_scores_gemma":[0.0007148389,0.0001993802,0.0006254129,0.001307562,0.0003140694,0.0006621239,0.0005148705,0.00124284,0.001022947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004902621,"about_ca_system_score_gemma":0.001014411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504764,"about_ca_topic_score_gemma":0.005967851,"domain_scores_codex":[0.9998864,0.00002350912,0.00003033996,0.00002108139,0.00002722384,0.00001143059],"domain_scores_gemma":[0.99972,0.0001664,0.00006295432,0.000005852303,0.00002667116,0.00001805153],"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":[0.0001520923,0.00005693739,0.0001422974,0.02778768,0.0002224795,0.0002140542,0.00003603545,0.0001795572,0.0009154212,0.0009444343,0.0184522,0.9508968],"study_design_scores_gemma":[0.0004863151,0.0005996075,0.004561262,0.03034725,0.001902213,0.005849994,0.0001437788,0.0002126183,0.0009919656,0.001823139,0.953028,0.00005383082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001473936,0.9987104,0.00005551131,0.0001244319,0.00009672578,0.000005426029,0.00002008756,0.000004574293,0.0008353892],"genre_scores_gemma":[0.001334741,0.9976471,0.0001565514,0.000289306,0.0001336697,0.000008989789,0.00003283452,0.000001366999,0.0003954389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005133439,"threshold_uncertainty_score":0.01717311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744400260328109,"score_gpt":0.3648769018206719,"score_spread":0.290436875787861,"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."}}