{"id":"W3112934727","doi":"10.1111/all.14690","title":"EAACI Biologicals Guidelines—dupilumab for children and adults with moderate‐to‐severe atopic dermatitis","year":2020,"lang":"en","type":"article","venue":"Allergy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Dupilumab; Atopic dermatitis; Medicine; Dermatology; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665396,0.0005827642,0.0007901536,0.00130863,0.0005600685,0.001207272,0.001414916,0.00332773,0.005793879],"category_scores_gemma":[0.007278733,0.000267257,0.001538883,0.0008585487,0.0004308615,0.0008682573,0.001067669,0.003780194,0.004063002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372143,"about_ca_system_score_gemma":0.003354925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009162446,"about_ca_topic_score_gemma":0.02189939,"domain_scores_codex":[0.9966367,0.001080746,0.001028931,0.0001310613,0.0008710025,0.0002515398],"domain_scores_gemma":[0.9949699,0.00125203,0.0009569156,0.000109459,0.002193167,0.0005185061],"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":[0.0001383034,0.0001586103,0.003166143,0.001669425,0.00006211244,0.0005616261,0.0001232814,0.0003258542,0.0005370426,0.002889715,0.8081392,0.1822286],"study_design_scores_gemma":[0.0001683306,0.00009221002,0.01031717,0.006641405,0.00007701946,0.002146807,0.0001151217,0.0001865611,0.0002879331,0.00171054,0.9782365,0.00002038325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01193426,0.398326,0.008464157,0.268841,0.02044563,0.002239484,0.01074232,0.001293338,0.2777137],"genre_scores_gemma":[0.1111005,0.4419909,0.07608823,0.2020223,0.01744181,0.006426247,0.03156966,0.0007355337,0.112625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009162446,"threshold_uncertainty_score":0.01938242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301151357121336,"score_gpt":0.2715304184407394,"score_spread":0.2485189048695261,"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."}}