{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002062551,0.0004258631,0.002720532,0.003075268,0.0001327051,0.00001480404,0.0002015134,0.000453738,0.00001197551],"category_scores_gemma":[0.003121251,0.0003489283,0.00005720818,0.007311558,0.0003292093,0.00014356,0.00009664003,0.002302823,0.00002928266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006792879,"about_ca_system_score_gemma":0.0006852108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003284329,"about_ca_topic_score_gemma":0.0002854879,"domain_scores_codex":[0.9970092,0.0005257979,0.00136662,0.0003819194,0.0003755132,0.0003409597],"domain_scores_gemma":[0.99814,0.0003905025,0.0004060863,0.0006663086,0.0002767278,0.0001203699],"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":[0.00001099349,0.0002306118,0.001986182,0.01791907,0.0003719434,0.0001779178,0.001616491,0.00000117783,0.000002243507,0.0005662226,0.0531069,0.9240102],"study_design_scores_gemma":[0.001432059,0.00005682226,0.001383968,0.02891515,0.0006221655,0.00006971334,0.005377244,0.00002151104,3.521073e-7,0.0008462919,0.9610202,0.000254534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001492413,0.9891647,0.00009855464,0.001774924,0.001902145,0.001718093,0.00003889446,0.0001277615,0.005025683],"genre_scores_gemma":[0.00008327819,0.99501,0.001117313,0.000292878,0.0003579911,0.0001872172,0.001452792,0.00009083826,0.001407649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9237557,"threshold_uncertainty_score":0.9999989,"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."}}