{"id":"W3048639443","doi":"10.12688/f1000research.20419.1","title":"Pediatric SJS-TEN: Where are we now?","year":2020,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Institute of General Medical Sciences; Pediatric Dermatology Research Alliance","keywords":"Toxic epidermal necrolysis; Medicine; Mycoplasma pneumoniae; Rash; Context (archaeology); Erythroderma; Dermatology; Disease; Mucositis; Drug reaction; Open peer review; Intensive care medicine; Drug; Plant biology; Pathology; Toxicity; Pneumonia; Internal medicine; Pharmacology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004702946,0.0004770018,0.0008450408,0.0007670006,0.0001739662,0.0001270643,0.0006955214,0.000716474,0.000711987],"category_scores_gemma":[0.000451454,0.0004572615,0.0004494797,0.0009559645,0.0001316987,0.00009582495,0.001986416,0.005024625,0.007278678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006064618,"about_ca_system_score_gemma":0.002026304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640412,"about_ca_topic_score_gemma":0.00007800965,"domain_scores_codex":[0.9953565,0.0002072965,0.0005158511,0.001163056,0.001856869,0.0009004471],"domain_scores_gemma":[0.9963917,0.0002980081,0.0002071268,0.001475403,0.0006091308,0.001018601],"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":[0.0001759139,0.001431449,0.08187667,0.01362818,0.0009916704,0.006332016,0.001117677,0.0002049436,0.003741807,0.0005782917,0.8582041,0.03171728],"study_design_scores_gemma":[0.00178603,0.0001031513,0.09573244,0.001058121,0.0005762535,0.0001741679,0.001209579,0.0009343703,0.0006256117,0.001322202,0.8956673,0.0008107699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06554946,0.01395534,0.0005350888,0.4144873,0.005019426,0.008430462,0.001047216,0.002527515,0.4884482],"genre_scores_gemma":[0.801352,0.08266332,0.00297322,0.000888511,0.01696782,0.0009919979,0.0008499919,0.0007499497,0.09256324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7358025,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291095439549226,"score_gpt":0.3991417798288711,"score_spread":0.2700322358739485,"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."}}