{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001318538,0.0005245281,0.003037119,0.0002534123,0.00007357225,0.00001377447,0.0001628798,0.0001973525,0.00002404588],"category_scores_gemma":[0.0008516352,0.0003578383,0.001155106,0.0007689585,0.0001552086,0.00003733761,0.00005878739,0.0003523119,0.00004326037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001696994,"about_ca_system_score_gemma":0.0002239353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001068529,"about_ca_topic_score_gemma":0.000008096022,"domain_scores_codex":[0.9970434,0.000175684,0.001253338,0.0007800214,0.0003402146,0.0004073575],"domain_scores_gemma":[0.995518,0.002371588,0.001177728,0.0006218708,0.000107808,0.0002030309],"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":[0.0002913032,0.0004678791,0.05051175,0.002364776,0.0005510018,0.00005910038,0.000003352045,0.00007774655,2.502317e-8,0.000002126338,0.001904407,0.9437665],"study_design_scores_gemma":[0.003745582,0.005816733,0.09134658,0.002161325,0.005664542,0.0000447814,0.000001167718,0.0003734052,1.10395e-7,0.0001094661,0.8899546,0.0007816483],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01549224,0.9753746,0.0005930406,0.0003039275,0.0005486176,0.006502765,0.000812097,0.0003244988,0.00004819701],"genre_scores_gemma":[0.0001955544,0.9935448,0.0005503487,0.001925523,0.0001405332,0.0003229438,0.002919309,0.0001746641,0.0002262809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9429849,"threshold_uncertainty_score":0.9998873,"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."}}