{"id":"W4388728313","doi":"10.1089/derm.2023.0291","title":"Skin Testing and Drug Provocation Tests Should Be Performed in the Context of Drug Reaction with Eosinophilia and Systemic Symptoms: A Cohort Study","year":2023,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Medicine; Humanities; Art; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002892657,0.0004836478,0.0006760191,0.0006266619,0.001589743,0.001367047,0.0007427662,0.009861102,0.005693967],"category_scores_gemma":[0.009253681,0.0003126278,0.0007521979,0.0005982353,0.0008224432,0.001584761,0.0004828774,0.004132535,0.001845755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009407431,"about_ca_system_score_gemma":0.001559475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006517162,"about_ca_topic_score_gemma":0.0135373,"domain_scores_codex":[0.9981627,0.0007428392,0.0002291372,0.0002286885,0.0003029605,0.0003336385],"domain_scores_gemma":[0.9929903,0.002533759,0.001003377,0.0005268814,0.00126264,0.001683101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005880797,0.0006426694,0.7771702,0.0001125556,0.0001157406,0.05168445,0.0004489355,0.00006028021,0.001353201,0.001034047,0.1493248,0.01746506],"study_design_scores_gemma":[0.0006426715,0.001572924,0.6941496,0.0009424209,0.0003231361,0.1529827,0.006259562,0.001605506,0.0005511158,0.006441458,0.1343674,0.0001615629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3431566,0.004032396,0.001846772,0.5867134,0.01088257,0.0004044895,0.002143888,0.0001080918,0.05071198],"genre_scores_gemma":[0.6268076,0.003694202,0.002258438,0.316857,0.02829211,0.0003509648,0.0006061831,0.0000530373,0.02108066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009861102,"threshold_uncertainty_score":0.01904821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888161554656253,"score_gpt":0.2742120346099048,"score_spread":0.2453304190633423,"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."}}