{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005397676,0.0003221529,0.0006323492,0.0004234563,0.0001235187,0.00005529921,0.0001010804,0.0002088054,8.371093e-7],"category_scores_gemma":[0.0003896436,0.0002316087,0.00003626154,0.0005272391,0.0001295863,0.000225796,0.00003975214,0.001201813,0.000005358906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461322,"about_ca_system_score_gemma":0.0001988148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004468719,"about_ca_topic_score_gemma":0.001640961,"domain_scores_codex":[0.997826,0.0002278774,0.0005646638,0.0004395253,0.0006599663,0.0002819069],"domain_scores_gemma":[0.9978459,0.001010006,0.0004198758,0.0004606989,0.0002112597,0.00005228747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009510137,0.0003020157,0.8674358,0.004449171,0.0005227545,0.0007275353,0.03128796,0.000003206205,0.0005359604,0.000005799859,0.07827811,0.01644214],"study_design_scores_gemma":[0.001318987,0.00009099204,0.9746582,0.00284907,0.0006659954,0.00243284,0.01266646,0.0001974544,0.0000533014,0.000006306854,0.004813854,0.0002465746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065082,0.00007784505,0.000001171982,0.0880209,0.0001517387,0.004038473,0.00003982687,0.00009587008,0.001065966],"genre_scores_gemma":[0.972263,0.00006505521,0.00003408917,0.02600647,0.0003517458,0.0006184513,0.0002094999,0.00006920772,0.0003825256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1072223,"threshold_uncertainty_score":0.9444729,"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."}}