{"id":"W4387563402","doi":"10.1111/jdv.19565","title":"Ethnic endotypes in paediatric atopic dermatitis depend on immunotype, lipid composition and microbiota of the skin","year":2023,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"LEO Pharma; Olga Mayenfisch Stiftung; Cilag; LEO Fondet; Christine Kühne – Center for Allergy Research and Education; Novo Nordisk Fonden; Vontobel-Stiftung; EMDO Stiftung; Universität Zürich; Novo Nordisk; National Science Foundation; Les Laboratories Pierre Fabre; Stavros Niarchos Foundation; Eli Lilly and Company; AstraZeneca; LEO Pharma Research Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Region Hovedstaden","keywords":"Medicine; Atopic dermatitis; Ethnic group; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001706588,0.0002459853,0.0001904587,0.0004505315,0.0003529653,0.0004526433,0.0001506046,0.0002198672,0.001447678],"category_scores_gemma":[0.0004933783,0.0001604546,0.00024298,0.0004920738,0.000262476,0.0002342354,0.0003488199,0.000220769,0.0001599008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002778444,"about_ca_system_score_gemma":0.0001742907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007255647,"about_ca_topic_score_gemma":0.008193189,"domain_scores_codex":[0.9997784,0.00003891795,0.00002161817,0.00007112691,0.00004673388,0.00004319145],"domain_scores_gemma":[0.9997198,0.00003718469,0.0001376489,0.00001326863,0.00003210278,0.00006003728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002008491,0.0000261492,0.9924604,0.0000198251,0.00002649175,0.0003415692,0.0004093831,0.00002910671,0.004575863,0.00002478904,0.00003280474,0.001852824],"study_design_scores_gemma":[0.000001190333,0.00004472377,0.9986731,0.000005474413,0.00001001601,0.000553704,0.0003670351,0.00003070401,0.0002023573,0.000009377562,0.0001010107,0.000001370248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995061,0.0002084807,0.0000309476,0.000006065927,0.000001586533,0.000002360463,0.00005323865,7.118222e-7,0.0001905172],"genre_scores_gemma":[0.9996694,0.00009591728,0.00005290411,0.000004290756,9.844064e-7,0.000002069045,0.00008374052,0.000001010407,0.00008966448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007255647,"threshold_uncertainty_score":0.01442683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600725037836363,"score_gpt":0.2686763365369132,"score_spread":0.2526690861585495,"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."}}