{"id":"W4411188599","doi":"10.1089/derm.2025.0163","title":"Contact Urticaria Testing at a Specialized Contact Dermatitis Clinic: Our Experience Over 5 Years","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Patch testing; Dermatology; Contact urticaria; Allergy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282964,0.0006689347,0.0003666458,0.0008317481,0.001547567,0.0008786777,0.0006458591,0.001080557,0.001878117],"category_scores_gemma":[0.004221288,0.0004720296,0.0004133796,0.001112305,0.0008041637,0.001080033,0.0009538247,0.0009460904,0.0004613468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007925493,"about_ca_system_score_gemma":0.0006756255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003575059,"about_ca_topic_score_gemma":0.005853453,"domain_scores_codex":[0.9983622,0.0004725074,0.0001505235,0.0002921686,0.0002709862,0.0004515806],"domain_scores_gemma":[0.9970601,0.0005827561,0.0007055847,0.0001725155,0.0003355971,0.001143494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433394,0.001321784,0.9161074,0.00009852185,0.00007419279,0.04950165,0.004896141,0.0002422601,0.001804287,0.0000776081,0.001146779,0.02458611],"study_design_scores_gemma":[0.00005609663,0.003734138,0.7441981,0.000156512,0.0001094978,0.2375449,0.00705976,0.0009621507,0.001586001,0.0001236525,0.004403731,0.00006540085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968805,0.0009514685,0.0003266121,0.0002069835,0.00002760352,0.00002399349,0.00003241623,0.00001416517,0.001536338],"genre_scores_gemma":[0.9990501,0.0003209573,0.0001471372,0.0001808704,0.00004202638,0.000006760506,0.00003312187,0.000004330323,0.0002146415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003575059,"threshold_uncertainty_score":0.00710851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947414922559181,"score_gpt":0.3172593525242421,"score_spread":0.2877852032986503,"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."}}