{"id":"W7133185936","doi":"10.2310/derm.1.2005.2065","title":"THE UTILITY OF PATCH TESTING WITH TOPICAL MEDICAMENTS AS AN ADJUNCT TO STANDARD SCREENING PANELS","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Economic and Industrial Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adjunct; Patch testing; Single use; Patch test; Preclinical testing","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":[0.005549527,0.0006846788,0.0007121969,0.001991645,0.0002997992,0.00148798,0.000833471,0.001554157,0.006770713],"category_scores_gemma":[0.03987439,0.0002883957,0.0006759826,0.001162467,0.0004973936,0.001332742,0.0008198379,0.001243551,0.00125548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629419,"about_ca_system_score_gemma":0.0007279342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003935998,"about_ca_topic_score_gemma":0.00565526,"domain_scores_codex":[0.9944927,0.003924873,0.0001805922,0.0003226008,0.0009002043,0.0001791246],"domain_scores_gemma":[0.9493135,0.04187124,0.002163512,0.002271161,0.003383093,0.0009974045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01332801,0.002227562,0.4012902,0.0006114063,0.0003221298,0.001433458,0.0003169801,0.0074389,0.002981631,0.00335515,0.01384932,0.5528454],"study_design_scores_gemma":[0.001293607,0.01380618,0.8326707,0.0006328908,0.001305732,0.006356346,0.001143828,0.09069008,0.008745608,0.0156453,0.02754551,0.0001641726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549405,0.02120116,0.02520248,0.01163709,0.001621117,0.0004663605,0.002556669,0.000528631,0.08184595],"genre_scores_gemma":[0.983154,0.002926595,0.009277115,0.0006422491,0.0004937664,0.00004577797,0.0002641895,0.00002389114,0.003172428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006770713,"threshold_uncertainty_score":0.02934903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06992928103805811,"score_gpt":0.2462821019082956,"score_spread":0.1763528208702375,"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."}}