{"id":"W2897825546","doi":"10.1097/der.0000000000000414","title":"Dupilumab as a Treatment for Allergic Contact Dermatitis","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Dermatology; Allergic contact dermatitis; Atopic dermatitis; Allergic dermatitis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006204057,0.0003176183,0.0005592459,0.0001530646,0.0002782505,0.0001042002,0.0001194223,0.0001223931,0.002148571],"category_scores_gemma":[0.0000832313,0.0002719953,0.0002933658,0.000140768,0.00009318577,0.0002410689,0.00003524928,0.00007802518,0.001057367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971193,"about_ca_system_score_gemma":0.0001932829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004624299,"about_ca_topic_score_gemma":0.000665334,"domain_scores_codex":[0.998409,0.00003667555,0.0004813388,0.000322996,0.0002693674,0.0004806258],"domain_scores_gemma":[0.998771,0.0001293914,0.0001369925,0.0004554427,0.0002561265,0.0002510092],"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":[0.000152174,0.001027462,0.01069724,0.0006577868,0.001672202,0.001046086,0.00901723,0.000001966943,0.002831084,0.01894302,0.7773908,0.1765629],"study_design_scores_gemma":[0.006023351,0.001886183,0.09987641,0.0002507246,0.0001436944,0.001244335,0.0002956241,0.000770574,0.01125472,0.0006978642,0.8772192,0.000337335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8589498,0.001426347,0.002225102,0.03333352,0.001063535,0.002775694,0.00024373,0.0005364344,0.0994458],"genre_scores_gemma":[0.9778847,0.0006388044,0.001824079,0.01440133,0.0006260392,0.0003544465,0.0001934899,0.00005485504,0.004022225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762256,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156800787326837,"score_gpt":0.2856210331799557,"score_spread":0.2640530253066873,"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."}}