{"id":"W2403950053","doi":"10.1097/der.0000000000000144","title":"New Contact Allergens: 2008 to 2015","year":2015,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact allergy; Contact dermatitis; Patch test; Dermatology; Cosmetics; Patch testing; Allergy; Allergic contact dermatitis; Toxicology; Immunology; Pathology; Biology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001511452,0.0006551456,0.002958945,0.0003879855,0.00006501778,0.0001071892,0.0003157039,0.0003711274,0.00255574],"category_scores_gemma":[0.0001297974,0.000535833,0.0006534043,0.0004070479,0.00001221441,0.0001554321,0.0001626553,0.0004405815,0.006965932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854444,"about_ca_system_score_gemma":0.001542766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003795495,"about_ca_topic_score_gemma":0.0001930198,"domain_scores_codex":[0.9972917,0.00009939406,0.001006627,0.000460823,0.0006174608,0.0005239801],"domain_scores_gemma":[0.9975425,0.00007882397,0.0002872891,0.0008240882,0.000218356,0.001048916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[9.795752e-7,0.00001436967,0.000002512911,0.002575352,0.0001771833,0.0002700313,0.00009920287,6.698232e-8,6.200318e-8,0.00007698551,0.5451948,0.4515885],"study_design_scores_gemma":[0.0006248446,0.0001352231,0.0001148227,0.01497467,0.000633063,0.001485545,0.00002081994,0.000002298342,7.667583e-7,0.00002426988,0.9814478,0.0005359459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001091203,0.9755674,0.0002039057,0.002988178,0.0009164891,0.001568016,0.0001690603,0.0001899349,0.01839595],"genre_scores_gemma":[0.000003679729,0.9778491,0.001581261,0.004007522,0.0009201643,0.0001212226,0.0006147097,0.0001242535,0.01477814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4510525,"threshold_uncertainty_score":0.9997093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05514022556039107,"score_gpt":0.3444929290066298,"score_spread":0.2893527034462387,"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."}}