{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161945,0.0007667014,0.001138097,0.002619649,0.0003011525,0.0007208532,0.0005606343,0.0006422049,0.003403476],"category_scores_gemma":[0.0009013634,0.0002021113,0.0007757195,0.002545702,0.0002951197,0.000802805,0.0004750003,0.00104548,0.0008008624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005167865,"about_ca_system_score_gemma":0.001106838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00321157,"about_ca_topic_score_gemma":0.005955779,"domain_scores_codex":[0.9998397,0.00002548192,0.00003906465,0.00002775628,0.00005008051,0.00001790023],"domain_scores_gemma":[0.9996721,0.0001785786,0.0000516877,0.000006161769,0.00006809555,0.00002342995],"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":[0.00008279333,0.00007392938,0.0008261146,0.03567171,0.0001864178,0.0007755734,0.0001900064,0.000242039,0.0008142269,0.001558391,0.05557199,0.9040068],"study_design_scores_gemma":[0.00002664635,0.0001082525,0.004167177,0.02566507,0.0005605985,0.007971041,0.0002178396,0.00007932419,0.0001987206,0.001427115,0.9595447,0.00003358954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001293801,0.9989705,0.00003179309,0.0001782691,0.0001481912,0.000003415681,0.00001799798,0.00000292676,0.0005174839],"genre_scores_gemma":[0.0004098462,0.9990625,0.00006279453,0.0001327676,0.0001197799,0.000002837275,0.00002150776,6.824445e-7,0.0001872881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003403476,"threshold_uncertainty_score":0.0113858,"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."}}