{"id":"W3009348865","doi":"10.1016/j.jdermsci.2020.02.003","title":"SJS/TEN 2019: From science to translation","year":2020,"lang":"en","type":"article","venue":"Journal of Dermatological Science","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Western University; London Health Sciences Centre; Health Canada; Health Sciences Centre; Vancouver General Hospital; University of Alberta; Genome British Columbia; Canadian Institutes of Health Research; Genome Canada; BC Children's Hospital; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Fogarty International Center; National Cancer Institute; National Center for Advancing Translational Sciences; National Human Genome Research Institute; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; Medical Research Council; Canadian Institutes of Health Research; BC Children's Hospital; Norges Idrettshøgskole; Faculty of Medicine, University of British Columbia; National Institutes of Health; Science Foundation Ireland; Illumina; European Commission; National Institute for Health and Care Research; U.S. Food and Drug Administration; Genome British Columbia; National Eye Institute; Faculty of Pharmaceutical Sciences, University of British Columbia; Ministry of Science and Technology, Taiwan","keywords":"Toxic epidermal necrolysis; Multidisciplinary approach; Medicine; Dermatology; Erythema; Multidisciplinary team; Erythema multiforme; Disease; Pathology; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008634523,0.0009626156,0.001586242,0.003386623,0.00118254,0.006560758,0.00131892,0.006783109,0.04742388],"category_scores_gemma":[0.04358975,0.0005856622,0.0009189099,0.001581897,0.003159198,0.004381509,0.002737085,0.01008194,0.03048765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003561786,"about_ca_system_score_gemma":0.008434872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003751006,"about_ca_topic_score_gemma":0.003815411,"domain_scores_codex":[0.9946514,0.001177462,0.001358449,0.0003188139,0.002048341,0.0004455919],"domain_scores_gemma":[0.9613639,0.01540788,0.003312981,0.001910747,0.01374368,0.004260821],"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":[0.0001533497,0.00004882954,0.0001024804,0.002319247,0.00001710408,0.0003149693,0.0001228598,0.00004931611,0.0005582852,0.006391795,0.870627,0.1192948],"study_design_scores_gemma":[0.0000569907,0.00005426558,0.0002929021,0.002485524,0.00001884864,0.0003139083,0.00008396518,0.00004499358,0.0002175475,0.002460694,0.9939536,0.00001672128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.000574911,0.1124206,0.00070649,0.3382798,0.4959289,0.00009327566,0.001487605,0.0003923588,0.05011606],"genre_scores_gemma":[0.01503161,0.2402755,0.00367929,0.2246358,0.4165217,0.0002284409,0.002550369,0.0007118679,0.09636552],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04742388,"threshold_uncertainty_score":0.1586487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.064455902440322,"score_gpt":0.3372920059527011,"score_spread":0.2728361035123791,"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."}}