{"id":"W4318197216","doi":"10.1089/derm.2022.29011.abu","title":"Allergic Contact Dermatitis and Patch Testing in Skin of Color Patients","year":2023,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Allergic contact dermatitis; Patch testing; Cosmetics; Hyperpigmentation; Patch test; Irritant contact dermatitis; Population; Potassium dichromate; Allergy; Immunology; Pathology; Environmental health","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":[0.0001740293,0.0005241273,0.002734226,0.0005731547,0.00006604868,0.00005610747,0.000181028,0.000343355,0.0001457158],"category_scores_gemma":[0.0004667422,0.0004695523,0.0003017291,0.0007288006,0.00007082579,0.0001749737,0.0001885285,0.0004404053,0.0001226947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344788,"about_ca_system_score_gemma":0.0002708969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000971399,"about_ca_topic_score_gemma":0.0007969546,"domain_scores_codex":[0.9969253,0.000169302,0.001629821,0.0004064864,0.0004292578,0.0004398302],"domain_scores_gemma":[0.9977797,0.0007822331,0.0007006361,0.0003874085,0.0001796862,0.0001703343],"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":[0.000001758883,0.0001535661,0.008858809,0.06156007,0.0003073184,0.0005231261,0.0005428228,3.736952e-7,3.008709e-7,0.00007516569,0.01480403,0.9131727],"study_design_scores_gemma":[0.001680078,0.0001859706,0.131813,0.06180978,0.0004050749,0.0002949997,0.0000845197,0.0001008698,0.000003570073,0.00003558676,0.8030911,0.0004953836],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009332232,0.9846585,0.000003705807,0.0002102217,0.0002632139,0.001909059,0.0003694098,0.0001222857,0.003131319],"genre_scores_gemma":[0.005994865,0.9921303,0.0003041963,0.0004586838,0.00007239787,0.0002255117,0.0005056969,0.0001092673,0.0001990691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9126773,"threshold_uncertainty_score":0.9997756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492878853906644,"score_gpt":0.3071894343438029,"score_spread":0.2579015489531384,"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."}}