{"id":"W2790720267","doi":"10.1097/der.0000000000000357","title":"Patch Testing in a Patient on Dupilumab","year":2018,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Patch testing; Dermatology; Immunology; Contact dermatitis; Atopic dermatitis; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000383332,0.0002601031,0.0004752489,0.0002653827,0.00005730541,0.00002108914,0.0001090931,0.0005643716,0.0006197335],"category_scores_gemma":[0.0003978871,0.0002402045,0.0000990492,0.0001882292,0.0001053152,0.00004407643,0.00004417445,0.0009816346,0.001112334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007916713,"about_ca_system_score_gemma":0.0001234699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110202,"about_ca_topic_score_gemma":0.00002072598,"domain_scores_codex":[0.9984726,0.0001073255,0.000397757,0.0003217249,0.0003222137,0.0003784307],"domain_scores_gemma":[0.999,0.0002772511,0.0001401769,0.0004236158,0.00009000753,0.00006897372],"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":[0.00000651606,0.0000691556,0.02400456,0.0003542218,0.00003081489,0.0180802,0.0001510187,2.306417e-7,4.746474e-7,0.00000107894,0.9544484,0.002853331],"study_design_scores_gemma":[0.0007604682,0.0001632871,0.05916254,0.001612227,0.0000663984,0.001618873,0.00001583589,0.00007141485,0.00008847081,0.0002195806,0.9359575,0.000263425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08106826,0.0004676913,0.000005547892,0.8320116,0.0007906067,0.0006957446,0.0001264634,0.000174408,0.08465964],"genre_scores_gemma":[0.1164848,0.00001660083,0.0002488673,0.8811684,0.0009501088,0.00008935911,0.0004540744,0.000044753,0.0005430506],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08411659,"threshold_uncertainty_score":0.9996654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202719161687114,"score_gpt":0.2535344455150352,"score_spread":0.2332625293463238,"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."}}