{"id":"W4408531766","doi":"10.1016/j.jid.2025.02.120","title":"115: Dupilumab Treatment Reduces Medium- and High-Potency Topical Corticosteroid Usage in Pediatric Patients Aged 6 Months to 5 Years With Moderate-to-Severe Atopic Dermatitis","year":2025,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Dupilumab; Atopic dermatitis; Potency; Medicine; Corticosteroid; Dermatology; Internal medicine; Chemistry","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":[0.000259287,0.0002265015,0.000532349,0.0001633119,0.0001869502,0.0003403107,0.0001783417,0.0002669705,0.003738511],"category_scores_gemma":[0.001152331,0.0001180144,0.0005307128,0.0001745988,0.0001030888,0.0002603048,0.0001386197,0.0003771242,0.0003587618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003092418,"about_ca_system_score_gemma":0.0003735828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491019,"about_ca_topic_score_gemma":0.004356124,"domain_scores_codex":[0.9998062,0.00005411922,0.00002023862,0.00003099039,0.00004725029,0.00004125356],"domain_scores_gemma":[0.9996057,0.000106785,0.0001474446,0.000009538261,0.00004380367,0.00008672796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02291568,0.001543084,0.6468537,0.00111588,0.001266904,0.00224451,0.0002610915,0.0003849233,0.01845335,0.0001613388,0.01105236,0.2937471],"study_design_scores_gemma":[0.001059414,0.007506971,0.9738314,0.0002126609,0.001007548,0.004923664,0.0002382323,0.0005157997,0.004274691,0.00004400214,0.006367849,0.00001774541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898344,0.006377325,0.00012322,0.000305014,0.00008853257,0.0000329346,0.0006315591,0.00003809816,0.002568901],"genre_scores_gemma":[0.9975569,0.001125803,0.000316595,0.0001741149,0.00004017208,0.00001726472,0.0003063141,0.000005204961,0.000457628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003738511,"threshold_uncertainty_score":0.0125066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076128574228825,"score_gpt":0.2527953219830902,"score_spread":0.2420340362408019,"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."}}