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Record W4414327206 · doi:10.58931/cdt.2025.63145

Atopic Dermatitis in Asians: A Review on Genetics, Clinical Presentation, and Therapeutic Implications

2025· review· en· W4414327206 on OpenAlexaffabout
Harry Liu

Bibliographic record

VenueCanadian dermatology today. · 2025
Typereview
Languageen
FieldMedicine
TopicDermatology and Skin Diseases
Canadian institutionsSKiN Health
Fundersnot available
KeywordsAtopic dermatitisAsthmaDiseasePopulationEthnic groupAllergyEpidemiology

Abstract

fetched live from OpenAlex

Atopic dermatitis (AD) is a common, multifactorial, and pruritic inflammatory skin condition with a chronic relapsing course. It typically manifests in infancy or early childhood and is often associated with other atopic conditions, such as asthma and allergic rhinoconjunctivitis. As the most prevalent chronic inflammatory skin disease worldwide, AD affects individuals across a wide range of racial and ethnic backgrounds. Recent studies suggest that Central Asia has the highest pediatric prevalence of AD in 2021, with a rate of 10.5%, surpassing the 5.4% prevalence observed in high‑income North America. According to the 2021 Census, individuals of Asian descent constitute the third-largest population group in Canada, following those of European and North American descent, with nearly half originating from East or Southeast Asia. Furthermore, Asians represent Canada’s fastest-growing demographic. This review highlights the genetic factors, clinical presentations, and therapeutic considerations for AD in Asian populations, aiming to improve understanding and inform tailored treatment approaches.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.757
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.054
GPT teacher head0.401
Teacher spread0.346 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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