{"id":"W2000982980","doi":"10.1097/der.0000000000000046","title":"Colors and Contact Dermatitis","year":2014,"lang":"en","type":"review","venue":"Dermatitis","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine; Contact dermatitis; Eczematous dermatitis; Immunology; Allergy","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":[0.00009696837,0.0002584859,0.0006184856,0.00005729135,0.00007377759,0.00006042662,0.000135643,0.0003057376,0.00006454862],"category_scores_gemma":[0.00004396663,0.0002346196,0.0001506341,0.00004909833,0.00003905991,0.000003473924,0.00007641698,0.00009803284,0.0000908173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001518204,"about_ca_system_score_gemma":0.00005726021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001482887,"about_ca_topic_score_gemma":0.00002401102,"domain_scores_codex":[0.9989107,0.000164645,0.0003633771,0.0002809802,0.0001033233,0.000176988],"domain_scores_gemma":[0.999384,0.00003291033,0.0002081765,0.0002575853,0.00002832051,0.00008894377],"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":[4.148148e-7,0.00001493675,0.00005180157,0.008461772,0.0001712756,0.00001742286,0.00004070909,1.272937e-7,0.00002245139,0.0003690995,0.1710381,0.8198119],"study_design_scores_gemma":[0.0001776307,0.00006032227,0.0001452229,0.001126826,0.0001410286,0.0002868366,0.000006233347,0.000004737711,0.00007713318,0.00001724623,0.9976947,0.0002620374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001661145,0.9952466,0.0005230427,0.00005438479,0.0002573062,0.0003694841,0.00008478672,0.00001470456,0.003283586],"genre_scores_gemma":[0.0005987225,0.995762,0.0002483335,0.001100473,0.0002306997,0.00009006317,0.001485797,0.00003750739,0.0004464053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8266567,"threshold_uncertainty_score":0.956751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532379036306653,"score_gpt":0.2933430910555172,"score_spread":0.2780193006924507,"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."}}