{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004473305,0.00008547175,0.0002551588,0.000193547,0.0001968821,0.000068418,0.0004556012,0.00004229983,0.0000329157],"category_scores_gemma":[0.00123521,0.00005582157,0.00008185353,0.001815118,0.0005680434,0.0007216186,0.0000606823,0.0002871495,0.000133424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111705,"about_ca_system_score_gemma":0.0006231948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006561304,"about_ca_topic_score_gemma":5.833694e-7,"domain_scores_codex":[0.9980218,0.00001941688,0.0003623454,0.0002381367,0.001072082,0.0002861859],"domain_scores_gemma":[0.9983627,0.00009058942,0.0001614826,0.0001249004,0.0003337969,0.0009265352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003704155,0.0001174468,0.007221196,0.00000526938,0.000009046626,0.0002678469,0.0007114486,0.0001208678,0.9521323,0.0004080403,0.000385671,0.03858383],"study_design_scores_gemma":[0.001560769,0.0003109535,0.8165147,0.0001446767,0.0001068512,0.002626549,0.0007401415,0.003446467,0.1447192,0.0007505665,0.02879858,0.0002805342],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409557,0.00007087395,0.004256848,0.04507682,0.000295354,0.00014294,0.000004107403,0.00002880394,0.009168542],"genre_scores_gemma":[0.9858108,0.00001421144,0.01087378,0.00316598,0.0001234573,5.943464e-7,3.406148e-7,0.000003106933,0.000007709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8092935,"threshold_uncertainty_score":0.2276337,"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."}}