{"id":"W2058743904","doi":"10.1016/j.trsl.2012.01.004","title":"Genetic and immune predictors for hypersensitivity syndrome to antiepileptic drugs","year":2012,"lang":"en","type":"article","venue":"Translational research","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; North York General Hospital; University of Toronto","funders":"","keywords":"Medicine; Toxic epidermal necrolysis; Carbamazepine; Phenytoin; Population; Internal medicine; Toxicity; Gastroenterology; Immunology; Epilepsy; Dermatology","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":[0.0006605774,0.000585572,0.0003552347,0.001417201,0.000377115,0.0004474178,0.0003613098,0.0007410065,0.003968989],"category_scores_gemma":[0.004666161,0.0001773899,0.000636691,0.0008506054,0.0005087046,0.0004319458,0.0003088998,0.0007878664,0.0003247069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291466,"about_ca_system_score_gemma":0.0004006959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008421672,"about_ca_topic_score_gemma":0.0005830125,"domain_scores_codex":[0.9993241,0.0002899529,0.00009923834,0.00008807822,0.0001098518,0.00008879614],"domain_scores_gemma":[0.9955968,0.001722523,0.001811458,0.0001764225,0.0002401674,0.0004525482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000602431,0.000151985,0.9922786,0.00001630585,0.0001198478,0.002367026,0.00003790301,0.0001107423,0.001705648,0.0001193079,0.0001036941,0.002386603],"study_design_scores_gemma":[0.00003701914,0.0003908552,0.9884999,0.00002148867,0.0001472442,0.008754921,0.0001496691,0.0006788904,0.0007430548,0.0002853219,0.0002821611,0.000009606801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984785,0.0003454598,0.0001012782,0.0001631799,0.00001632734,0.000005482792,0.00009429236,0.000004282849,0.0007912403],"genre_scores_gemma":[0.9994289,0.0001126166,0.0001400499,0.00004342101,0.00003552674,0.000003104155,0.00007456221,0.000002750344,0.0001591008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003968989,"threshold_uncertainty_score":0.01327759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08776962992206941,"score_gpt":0.3926966230069165,"score_spread":0.3049269930848472,"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."}}