{"id":"W2521059400","doi":"10.1097/der.0000000000000220","title":"The Association of Race/Ethnicity and Patch Test Results: North American Contact Dermatitis Group, 1998–2006","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Contact dermatitis; Allergic contact dermatitis; Dermatology; Patch testing; Atopic dermatitis; Irritant contact dermatitis; Allergen; Ethnic group; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791834,0.0002054275,0.0004900763,0.00007289893,0.0002118379,0.00006014741,0.0001264724,0.00006442716,0.00001920843],"category_scores_gemma":[0.001042406,0.0001231912,0.0001102661,0.0002466828,0.0001583918,0.0002606272,0.00006999678,0.0001506707,0.00004775736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492899,"about_ca_system_score_gemma":0.00005316915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503986,"about_ca_topic_score_gemma":0.01518232,"domain_scores_codex":[0.9981344,0.0001225743,0.0007103145,0.0002244536,0.0004530973,0.0003551188],"domain_scores_gemma":[0.9969001,0.001769168,0.000643222,0.0003737556,0.0001776836,0.0001360051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001936979,0.00007860483,0.824811,0.00007440599,0.0001214793,0.0000356761,0.000564748,1.265416e-7,0.0005691149,0.0001366713,0.07818957,0.09539925],"study_design_scores_gemma":[0.001885876,0.0001949068,0.8374053,0.000192596,0.00005418106,0.0000622709,0.000150915,0.00005599849,0.0007756787,0.00003447916,0.1590442,0.000143615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566529,0.0005116445,0.0002166026,0.03806327,0.0001582906,0.0004627561,0.001094289,0.00009533825,0.002744886],"genre_scores_gemma":[0.9911054,0.005305714,0.0001826836,0.002309357,0.0001082163,0.00003521989,0.00007373047,0.00002291782,0.000856705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09525563,"threshold_uncertainty_score":0.8472088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007103634573848392,"score_gpt":0.2285345939578733,"score_spread":0.221430959384025,"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."}}