{"id":"W3130537033","doi":"10.1016/j.yebeh.2021.107844","title":"Severe cutaneous adverse reaction associated with antiseizure medications: Diagnosis, management, and prevention","year":2021,"lang":"en","type":"review","venue":"Epilepsy & Behavior","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Epilepsy; Medicine; Adverse effect; Intensive care medicine; Adverse drug reaction; Dermatology; Psychiatry; Pharmacology; Drug","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":[0.0004578378,0.0009056329,0.001680775,0.001756552,0.0001934842,0.0007146993,0.0007323264,0.0007980045,0.003032199],"category_scores_gemma":[0.0006697509,0.0002294979,0.0008123771,0.001257393,0.0002453896,0.0006167123,0.0004116534,0.001298796,0.0007717189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118505,"about_ca_system_score_gemma":0.0007402675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273389,"about_ca_topic_score_gemma":0.003792252,"domain_scores_codex":[0.9997819,0.00004102235,0.00004159308,0.00003612643,0.00008163747,0.0000177213],"domain_scores_gemma":[0.999595,0.0001905484,0.0001122676,0.0000080932,0.00006694815,0.00002712043],"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":[0.0001026003,0.0001417094,0.0003873792,0.02216619,0.0002275691,0.000250714,0.00002885719,0.0002739662,0.001225932,0.0005689416,0.01212589,0.9625002],"study_design_scores_gemma":[0.0003127858,0.0008107673,0.0101354,0.02954275,0.002302382,0.009397441,0.0001907892,0.0008544285,0.00163591,0.002230874,0.9424839,0.000102603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001420699,0.999326,0.00006774531,0.00007566925,0.00006046801,0.000004954167,0.00001065114,0.000004384446,0.0003080933],"genre_scores_gemma":[0.001062224,0.9982983,0.0001748552,0.000104954,0.00012531,0.000005015574,0.00002208969,6.789834e-7,0.0002065333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003032199,"threshold_uncertainty_score":0.01014376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131184660727482,"score_gpt":0.3458817213139336,"score_spread":0.3045698747066587,"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."}}