{"id":"W2908893332","doi":"10.1097/der.0000000000000435","title":"Systemic Treatments for Allergic Contact Dermatitis","year":2019,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leonard M. Miller School of Medicine; University of Miami","keywords":"Medicine; Dermatology; Allergic contact dermatitis; Contact dermatitis; Allergic dermatitis; Systemic therapy; Allergy; Intensive care medicine; Immunology; Internal medicine","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":[],"category_scores_codex":[0.0001138861,0.0009676773,0.004431951,0.0004257929,0.0001624547,0.0001673063,0.0003348344,0.0005899327,0.0005172696],"category_scores_gemma":[0.00007226387,0.0007799718,0.00179066,0.0002455643,0.00003730922,0.0002500911,0.00009340443,0.0003670255,0.001713526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005131697,"about_ca_system_score_gemma":0.0006259287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006349635,"about_ca_topic_score_gemma":0.00002368311,"domain_scores_codex":[0.9965023,0.0001405123,0.001540328,0.0006590033,0.0004597609,0.0006981337],"domain_scores_gemma":[0.9973013,0.0004473847,0.0007898867,0.0009924606,0.0001868943,0.0002820916],"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":[0.000002286946,0.0001091686,0.00003785906,0.09662312,0.002511883,0.0003143897,0.0001606778,2.790395e-7,5.772887e-7,0.0004546199,0.1249546,0.7748305],"study_design_scores_gemma":[0.002104245,0.0002135306,0.0002870545,0.05391245,0.004628858,0.005173043,0.00004388277,0.00004434752,0.000002667176,0.0000189049,0.9329105,0.0006605067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002892986,0.9849905,0.0002020251,0.0003843531,0.001087187,0.006121084,0.001080687,0.000236369,0.005868898],"genre_scores_gemma":[0.0003368633,0.9864016,0.0003706265,0.001712804,0.0003945918,0.001650222,0.003081378,0.0002177368,0.005834182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8079559,"threshold_uncertainty_score":0.9994651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05187344091172787,"score_gpt":0.3261877459792099,"score_spread":0.274314305067482,"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."}}