{"id":"W4402863960","doi":"10.1007/s00403-024-03389-z","title":"Demystifying drug reaction with eosinophilia and systemic symptoms (DRESS): a review of the literature and guidelines for management","year":2024,"lang":"en","type":"review","venue":"Archives of Dermatological Research","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Eosinophilia; Medicine; Dermatology; Drug; Intensive care medicine; Immunology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0007448423,0.0003071587,0.001560496,0.0004364054,0.0001215805,0.00003091895,0.0002477732,0.0001465988,5.855956e-7],"category_scores_gemma":[0.000915835,0.0001422431,0.0003295802,0.0006848944,0.0005072431,0.00005260552,0.0004153441,0.0008918224,0.000001988447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003992752,"about_ca_system_score_gemma":0.000180288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004122834,"about_ca_topic_score_gemma":0.000001037711,"domain_scores_codex":[0.9972669,0.0004338076,0.0008485709,0.000533962,0.000590266,0.0003264718],"domain_scores_gemma":[0.9973332,0.001398144,0.000283713,0.0005371367,0.0003088478,0.0001389421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001337594,0.00003557447,0.000009298816,0.5197244,0.0003484288,0.00004925571,0.00008130982,2.581614e-8,0.00002241435,0.00163822,0.0003336204,0.4777441],"study_design_scores_gemma":[0.0002709627,0.00004198692,0.0001056055,0.7402188,0.001946008,0.003567557,0.000116045,0.00001627744,0.000008382988,0.000641907,0.2529395,0.0001269716],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001935012,0.9919068,0.00001108232,0.001848876,0.00005508056,0.00392013,0.00007663732,0.00002527973,0.001962625],"genre_scores_gemma":[0.001344599,0.9964951,0.0009365254,0.00005630653,0.00004988418,0.0004453853,0.00005694159,0.00003631076,0.0005789549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4776171,"threshold_uncertainty_score":0.5800503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644451928734377,"score_gpt":0.4692573075241829,"score_spread":0.3048121146507452,"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."}}