{"id":"W4387539491","doi":"10.3389/fmed.2023.1213889","title":"Updates in SJS/TEN: collaboration, innovation, and community","year":2023,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; BC Children's Hospital; University of British Columbia","funders":"U.S. Food and Drug Administration; National Institutes of Health; National Human Genome Research Institute; U.S. Department of Veterans Affairs; Canadian Dermatology Foundation; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Medical Research Council; National Institute of Allergy and Infectious Diseases; National Health and Medical Research Council; Vanderbilt University Medical Center; Vanderbilt University; University of Ottawa","keywords":"Medicine; Toxic epidermal necrolysis; Brainstorming; Special section; Family medicine; Dermatology","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":[0.03341486,0.001166265,0.0013581,0.004501118,0.004990252,0.01472993,0.003555995,0.01400604,0.03896634],"category_scores_gemma":[0.1118085,0.0008894437,0.001291466,0.003676495,0.002907282,0.01548468,0.01782091,0.01323578,0.01221656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003334944,"about_ca_system_score_gemma":0.01637506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475073,"about_ca_topic_score_gemma":0.005625841,"domain_scores_codex":[0.9670303,0.01567454,0.003253714,0.001651423,0.008792583,0.003597439],"domain_scores_gemma":[0.8656615,0.04058593,0.005938224,0.004593179,0.03492986,0.04829127],"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":[0.00006023096,0.00009419609,0.0004538433,0.0009095632,0.00002178616,0.0004395798,0.001977428,0.00004832928,0.000227142,0.002537187,0.8201362,0.1730944],"study_design_scores_gemma":[0.00002936327,0.00005017271,0.0003756598,0.001059797,0.00001759498,0.0002554445,0.001894142,0.00003849881,0.00009475247,0.002188479,0.9939705,0.00002553956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002314668,0.04823441,0.002236195,0.7549752,0.1559455,0.0003583982,0.0005654203,0.001074915,0.03429532],"genre_scores_gemma":[0.05580463,0.1327787,0.02149028,0.4612933,0.2351176,0.001555209,0.00354133,0.001328476,0.08709057],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03896634,"threshold_uncertainty_score":0.1767167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08052328644262456,"score_gpt":0.3908515011524716,"score_spread":0.310328214709847,"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."}}