{"id":"W4249225997","doi":"10.1007/978-3-030-11775-7_17","title":"Epilepsy","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Epilepsy; Medicine; Antiepileptic drug; Drug; Adverse effect; Drug reaction; Intensive care medicine; Regimen; Pediatrics; Pharmacology; Psychiatry; Internal medicine","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":[0.0001574639,0.0008352459,0.0003598358,0.0009356901,0.0007793431,0.001603286,0.0004735418,0.0008775276,0.2704009],"category_scores_gemma":[0.0004345851,0.0002117783,0.0002874493,0.00062772,0.0004384734,0.001161277,0.001323878,0.001342697,0.2090143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006558844,"about_ca_system_score_gemma":0.0008347947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480794,"about_ca_topic_score_gemma":0.01178281,"domain_scores_codex":[0.9999064,0.00001074547,0.000004390517,0.00001745502,0.00004615565,0.00001481578],"domain_scores_gemma":[0.9999126,0.00001661634,0.000004471942,0.00001519796,0.00003030952,0.00002072243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001910968,0.00002571955,0.00007391693,0.0001366276,0.000003218335,0.0001051324,0.0000805197,0.00009892369,0.0004977223,0.02529887,0.6976327,0.2760276],"study_design_scores_gemma":[0.000001930449,0.000006228897,0.00009890129,0.00005432021,0.000001206074,0.0001694074,0.00001727903,0.00002141072,0.00006442617,0.002464543,0.997099,0.000001390433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002281977,0.006517159,0.0007487307,0.001436431,0.001342546,0.000030298,0.0002067172,0.0001448937,0.989345],"genre_scores_gemma":[0.0007336983,0.003281605,0.0002517775,0.0005197205,0.0002083612,0.00001037985,0.0001074211,0.00002477541,0.9948623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2704009,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227529240739881,"score_gpt":0.2968962226140449,"score_spread":0.2646209302066461,"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."}}