{"id":"W4414327206","doi":"10.58931/cdt.2025.63145","title":"Atopic Dermatitis in Asians: A Review on Genetics, Clinical Presentation, and Therapeutic Implications","year":2025,"lang":"en","type":"review","venue":"Canadian dermatology today.","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Atopic dermatitis; Asthma; Disease; Population; Ethnic group; Allergy; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001344636,0.0003927106,0.002267959,0.0006778932,0.0001134556,0.00001621074,0.0002563869,0.0007324131,0.0001665176],"category_scores_gemma":[0.000498392,0.0003578027,0.0003245096,0.0004631485,0.0003101079,0.00002794085,0.00003830483,0.0006610816,0.0001477662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141226,"about_ca_system_score_gemma":0.003380149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004369104,"about_ca_topic_score_gemma":0.01037328,"domain_scores_codex":[0.9969742,0.0006852159,0.001205516,0.0005768546,0.00008595187,0.0004723075],"domain_scores_gemma":[0.9976591,0.0007241602,0.0002184013,0.0007567392,0.00009048676,0.0005511097],"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":[0.000001690351,0.0000696628,0.03286934,0.05493751,0.0002648419,0.0008171948,0.00001718581,2.546719e-8,1.221838e-9,0.001353144,0.1675124,0.742157],"study_design_scores_gemma":[0.0003921533,0.00001482916,0.03365788,0.03628413,0.001364649,0.00325442,0.000006227678,0.000001767421,6.098897e-8,0.0004137494,0.9243789,0.0002312196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001854183,0.9744309,0.000003643258,0.01732937,0.0002286282,0.001975363,0.0001181783,0.00003364428,0.005861799],"genre_scores_gemma":[0.0004456686,0.9722372,0.00003864503,0.02581703,0.00004311344,0.0005377157,0.0004129748,0.00003066603,0.0004370043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7568665,"threshold_uncertainty_score":0.9998874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427632595920316,"score_gpt":0.400552447563244,"score_spread":0.3462761216040408,"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."}}