{"id":"W4388695067","doi":"10.1001/jamadermatol.2023.4450","title":"Management of Adult Patients With Drug Reaction With Eosinophilia and Systemic Symptoms","year":2023,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of Allergy and Infectious Diseases; Leonard M. Miller School of Medicine, University of Miami; Leonard M. Miller School of Medicine; University of California, San Francisco; Sorbonne Université; Lietuvos Sveikatos Mokslų Universitetas; Paracelsus Medizinische Privatuniversität; Lékařská fakulta, Masarykova univerzita; Masarykova Univerzita; Assistance publique-Hôpitaux de Paris; National Taiwan University Hospital; Syddansk Universitet; National Taiwan University; Université Paris Diderot; University of Miami; Odense Universitetshospital; Institut National de la Santé et de la Recherche Médicale; Centro de Investigación Biomédica en Red de Salud Mental; Helsingin ja Uudenmaan Sairaanhoitopiiri; Helsingin Yliopisto; Nara Medical University; Inselspital, Universitätsspital Bern; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Debreceni Egyetem; Technion-Israel Institute of Technology; University of Pennsylvania; Rijksuniversiteit Groningen; Singapore General Hospital; Perelman School of Medicine, University of Pennsylvania; Vanderbilt University Medical Center; University of Bern; Vanderbilt University; Ohio State University; Universitair Medisch Centrum Groningen; Brigham and Women's Hospital","keywords":"Medicine; Eosinophilia; Dermatology; Drug; Systemic reaction; Intensive care medicine; Internal medicine; Immunology; Pharmacology; Allergy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181814,0.000298098,0.0002322024,0.0002861169,0.000391905,0.0003720463,0.0002177513,0.0007785432,0.003118453],"category_scores_gemma":[0.004612293,0.00007276019,0.0001938187,0.0002038098,0.0002991106,0.0005291442,0.0006089006,0.0005886921,0.0006981715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822955,"about_ca_system_score_gemma":0.0003743662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002103341,"about_ca_topic_score_gemma":0.0002991842,"domain_scores_codex":[0.9988496,0.0006666132,0.0001785498,0.00005077762,0.0001481719,0.0001062561],"domain_scores_gemma":[0.9989313,0.0003420189,0.0003601367,0.00002481481,0.000162331,0.0001793639],"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":[0.001084222,0.0008061138,0.4434436,0.004274659,0.0001174198,0.02884839,0.007247528,0.001170381,0.008289552,0.001260862,0.03437774,0.4690795],"study_design_scores_gemma":[0.0004890588,0.007190622,0.5803347,0.007562471,0.0002862605,0.202114,0.02542994,0.005559053,0.006362038,0.005073783,0.1594496,0.0001485666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007266,0.04011839,0.008693592,0.0183749,0.0004977598,0.0006751925,0.0003163177,0.00008251699,0.03051467],"genre_scores_gemma":[0.9814771,0.008767949,0.004417746,0.003160102,0.0003427874,0.0001352573,0.0001953321,0.000006449595,0.001497254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003118453,"threshold_uncertainty_score":0.01043224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004836223976801851,"score_gpt":0.2206412650435797,"score_spread":0.2158050410667778,"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."}}