{"id":"W4205867725","doi":"10.1097/der.0000000000000839","title":"Patch Testing in Drug Eruptions: Practical Aspects and Literature Review of Eruptions and Culprit Drugs","year":2022,"lang":"en","type":"review","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute generalized exanthematous pustulosis; Medicine; Culprit; Drug; Drug eruption; Dermatology; Intertriginous; Patch test; Toxic epidermal necrolysis; Adverse drug reaction; Erythroderma; Pharmacology; Allergy; Internal medicine; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004155026,0.0003538473,0.001615087,0.0004600602,0.0001256146,0.00004427153,0.00007696204,0.0001814202,0.00009893972],"category_scores_gemma":[0.002075603,0.000326653,0.000202403,0.001330274,0.00009284168,0.0002866399,0.0001664795,0.001375308,0.00001556578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348577,"about_ca_system_score_gemma":0.0005450734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001206745,"about_ca_topic_score_gemma":0.00003163195,"domain_scores_codex":[0.9976506,0.0003408702,0.0009241608,0.0004319168,0.0003754013,0.0002770867],"domain_scores_gemma":[0.9975901,0.001178365,0.0004816141,0.0004418281,0.0001134066,0.0001946322],"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":[1.726418e-7,0.0001268469,0.00002582671,0.2079737,0.0000935503,0.000552271,0.0004395831,3.550299e-8,4.135656e-7,0.0006154322,0.001994193,0.788178],"study_design_scores_gemma":[0.0001990454,0.00000977742,0.0003370318,0.2334528,0.00089837,0.007026163,0.0001324287,0.000005636294,1.778936e-7,0.00005409505,0.7576966,0.00018788],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001092665,0.9771981,0.000003878785,0.00233891,0.0001349475,0.001362775,0.0001966724,0.0000538374,0.01870001],"genre_scores_gemma":[0.00003689566,0.9957048,0.002349683,0.0007178052,0.000105534,0.0003273286,0.0004624753,0.00005382207,0.0002416999],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7879901,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06275554613286487,"score_gpt":0.3764987441918269,"score_spread":0.3137431980589621,"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."}}