{"id":"W2919335361","doi":"10.1097/der.0000000000000446","title":"Dupilumab for Systemic Allergy Syndrome With Dermatitis","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Dermatology; Allergy; Dupilumab; Allergen; Concomitant; Immunology; Allergic contact dermatitis; 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":[],"consensus_categories":[],"category_scores_codex":[0.00007112101,0.0002722106,0.0006099456,0.0001553179,0.000103285,0.00008655148,0.0001444904,0.0001111669,0.0008752477],"category_scores_gemma":[0.00001979795,0.0002248055,0.0001595278,0.0001630721,0.00004105752,0.0003097544,0.00003233031,0.0001365088,0.0006352318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009496517,"about_ca_system_score_gemma":0.0001266146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008846728,"about_ca_topic_score_gemma":0.00008448023,"domain_scores_codex":[0.9984387,0.00002997224,0.0004382661,0.0003081248,0.0003606781,0.0004243244],"domain_scores_gemma":[0.9988891,0.0001063654,0.0001554154,0.0004954798,0.0001862328,0.0001673491],"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":[0.0002540113,0.001082427,0.1074543,0.02122278,0.005306264,0.01362075,0.007889641,0.0005910243,0.004466316,0.03023153,0.773042,0.03483898],"study_design_scores_gemma":[0.009960192,0.001156067,0.4151217,0.003127186,0.0001625444,0.07436495,0.0009216747,0.00323553,0.001088615,0.0001978649,0.4898024,0.0008612253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768014,0.0009673822,0.002094785,0.008637751,0.0002906487,0.001867376,0.00005935613,0.0002694847,0.009011805],"genre_scores_gemma":[0.9871947,0.000225862,0.00164766,0.006721133,0.00006909903,0.0002378862,0.0001700469,0.0000653238,0.003668277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3076674,"threshold_uncertainty_score":0.9583348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007825882806702636,"score_gpt":0.2178837773740248,"score_spread":0.2100578945673222,"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."}}