{"id":"W2100251996","doi":"10.1212/cpj.0b013e3182a1ba12","title":"Emerging devices for epilepsy","year":2013,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vagus nerve stimulation; Food and drug administration; Epilepsy; Context (archaeology); Medicine; Drug Resistant Epilepsy; Intensive care medicine; Epilepsy surgery; Pharmacology; Vagus nerve; Psychiatry; Stimulation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167201,0.0009393525,0.0005966924,0.001690747,0.0007534124,0.002134986,0.0007273455,0.00223575,0.04022796],"category_scores_gemma":[0.002032853,0.0001821871,0.0009782563,0.0008733619,0.000710982,0.002695883,0.001362286,0.002441265,0.01286347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995276,"about_ca_system_score_gemma":0.0007686921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003692502,"about_ca_topic_score_gemma":0.001254789,"domain_scores_codex":[0.9990482,0.0001576888,0.0001036569,0.00009365034,0.0005117958,0.00008508384],"domain_scores_gemma":[0.9989704,0.0003453312,0.0001986839,0.0000691032,0.0003020241,0.0001145685],"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":[0.0001934097,0.000191711,0.00138224,0.002336131,0.00004886302,0.002277742,0.0002182991,0.0001213978,0.009979284,0.0449906,0.1114489,0.8268114],"study_design_scores_gemma":[0.00005382285,0.0002510069,0.0009188819,0.00101398,0.00004104944,0.00765221,0.0001068068,0.0001320785,0.00252727,0.005802928,0.9814812,0.00001865872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008128694,0.7096593,0.0137501,0.03358943,0.01045147,0.0002975104,0.0005629371,0.0005750778,0.2229855],"genre_scores_gemma":[0.0867516,0.683343,0.03733526,0.03621075,0.01178338,0.0005702083,0.001119714,0.0002006232,0.1426855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04022796,"threshold_uncertainty_score":0.134576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368270531583727,"score_gpt":0.4344932996158283,"score_spread":0.3608105942999911,"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."}}