{"id":"W2889194084","doi":"10.1097/der.0000000000000409","title":"Effective Use of Dupilumab in Managing Systemic Allergic Contact Dermatitis","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dupilumab; Medicine; Atopic dermatitis; Dermatology; Refractory (planetary science); Adverse effect; Allergic contact dermatitis; Food and drug administration; Contact dermatitis; Allergy; Immunology; Internal medicine; Pharmacology","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":[0.0001353294,0.0002509436,0.0006923109,0.0003836928,0.0000760996,0.00006008915,0.0001255782,0.0001134051,0.0003420795],"category_scores_gemma":[0.0001314219,0.0002404805,0.0001477893,0.0003416057,0.0001114356,0.0004930248,0.00008067199,0.0001954726,0.0001571218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538254,"about_ca_system_score_gemma":0.00006630737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173496,"about_ca_topic_score_gemma":0.000957401,"domain_scores_codex":[0.9981828,0.0001394752,0.0006983838,0.0002703457,0.0003356696,0.0003733358],"domain_scores_gemma":[0.998771,0.0002413207,0.0002282428,0.0004265453,0.0002124964,0.0001204108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756812,0.0008850649,0.683138,0.007212209,0.001437615,0.004820209,0.02329269,0.00008771312,0.01507113,0.01082613,0.1183835,0.1346701],"study_design_scores_gemma":[0.003075715,0.0003096116,0.9624861,0.00309428,0.00006620095,0.001376922,0.0004544572,0.002893204,0.006091981,0.0001544723,0.01969526,0.0003018354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988469,0.0007550078,0.0006590655,0.001705852,0.0003290031,0.001026097,0.00003612584,0.0001050056,0.006914848],"genre_scores_gemma":[0.9958953,0.000521116,0.0004935708,0.002606123,0.0001212632,0.00008397711,0.00003706155,0.00003677453,0.0002048328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2793481,"threshold_uncertainty_score":0.9806508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332137029510729,"score_gpt":0.247361672544594,"score_spread":0.2340403022494867,"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."}}