{"id":"W2886926790","doi":"10.1016/j.yebeh.2018.08.007","title":"Effectiveness of antiepileptic drug tapering in the pediatric epilepsy monitoring unit","year":2018,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Epilepsy; Antiepileptic drug; Pediatrics; Tapering; Confounding; Retrospective cohort study; Referral; Population; Internal medicine; 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":[0.000649941,0.0001567679,0.0004697602,0.0002840759,0.000341181,0.0004389196,0.0002915732,0.0003039893,0.001922027],"category_scores_gemma":[0.007042649,0.00008110248,0.0004573377,0.0003592452,0.0002015098,0.0007692178,0.0003621299,0.0008373549,0.00009551833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877862,"about_ca_system_score_gemma":0.001578157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005559294,"about_ca_topic_score_gemma":0.01014359,"domain_scores_codex":[0.9991361,0.0003490661,0.00008548671,0.00007216271,0.0001679497,0.0001891968],"domain_scores_gemma":[0.9961292,0.001398409,0.00123028,0.0000947971,0.0003005689,0.0008468598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01237683,0.001386291,0.7234792,0.0004212801,0.0004526098,0.0016354,0.0005413174,0.001556899,0.001101886,0.0008531283,0.003988493,0.2522067],"study_design_scores_gemma":[0.0002685698,0.005674299,0.987288,0.0002704022,0.0003409169,0.001524078,0.0006187379,0.0007741122,0.0006992485,0.000119195,0.002409993,0.00001245442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920888,0.003890232,0.00006190411,0.0008646795,0.0000450692,0.00001919933,0.0002596632,0.000006857603,0.002763617],"genre_scores_gemma":[0.9980562,0.001194219,0.0001227232,0.0001706863,0.00006041842,0.00001102546,0.0002164959,0.000002640622,0.0001656396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005559294,"threshold_uncertainty_score":0.01105386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947378946775541,"score_gpt":0.3382836908222286,"score_spread":0.3088099013544732,"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."}}