{"id":"W4402750410","doi":"10.1089/derm.2024.0175","title":"Allergic Contact Dermatitis in Skin of Color: A Retrospective Study from a Comprehensive Patch Testing Center","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Dermatology; Allergic contact dermatitis; Center (category theory); Contact dermatitis; Patch test; 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":[0.0004958112,0.000286333,0.0004083093,0.0009452717,0.00064743,0.0005200818,0.0002992555,0.0003561847,0.002029502],"category_scores_gemma":[0.001413187,0.0003803072,0.0003374273,0.001219747,0.0003146647,0.0005431105,0.0005282394,0.0003912611,0.0003515921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003492854,"about_ca_system_score_gemma":0.0005033991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00522452,"about_ca_topic_score_gemma":0.004609885,"domain_scores_codex":[0.9993511,0.0001308297,0.00007375107,0.0001754511,0.0001562067,0.0001126611],"domain_scores_gemma":[0.9981988,0.000322283,0.0007388234,0.0001389723,0.0002414283,0.0003597429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003371038,0.00004454598,0.9986963,0.000007964179,0.00001524747,0.000276816,0.000103415,0.000006680078,0.000175085,0.000003554817,0.00005491034,0.0005818042],"study_design_scores_gemma":[0.000007057032,0.0003118926,0.9960164,0.00001114747,0.00003144931,0.002594357,0.0006305053,0.0000601641,0.0000788218,0.000005940062,0.0002477908,0.000004453252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994531,0.0001172613,0.00004699802,0.00001135733,0.000001794142,0.00001345684,0.00009960123,0.000002373176,0.0002541576],"genre_scores_gemma":[0.9995317,0.0001090239,0.00006841795,0.00004800628,0.000006096705,0.00001152421,0.0001659299,0.000002136576,0.00005706837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00522452,"threshold_uncertainty_score":0.01038826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01970685963332989,"score_gpt":0.2634554770011108,"score_spread":0.2437486173677809,"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."}}