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Record W2806009785 · doi:10.1177/1203475418781336

Methotrexate in the Treatment of Moderate to Severe Atopic Dermatitis: A Retrospective Study

2018· article· en· W2806009785 on OpenAlexaff
Nidhi Shah, Raed Alhusayen, Scott R. Walsh, Neil H. Shear

Bibliographic record

VenueJournal of Cutaneous Medicine and Surgery · 2018
Typearticle
Languageen
FieldMedicine
TopicDermatology and Skin Diseases
Canadian institutionsHealth Sciences CentreUniversity of TorontoSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicineAtopic dermatitisMethotrexateDermatologyRetrospective cohort studySurgery

Abstract

fetched live from OpenAlex

BACKGROUND: Atopic dermatitis is a common inflammatory condition of the skin. Moderate to severe cases not responding to topical treatments and lifestyle changes may need second-line therapy. Methotrexate has been suggested as an effective treatment in such cases. OBJECTIVE: This study was done to determine the efficacy, adverse effects, and safety profile of methotrexate therapy in patients with atopic dermatitis. MATERIALS/METHODS: All adult patients with moderate to severe atopic dermatitis seen in the dermatology clinic at this tertiary hospital from January 2015 to December 2015 who were treated with methotrexate were reviewed in a retrospective chart review. RESULTS: Forty-one patients (19 female, 22 male, mean age 45 years, range 19-90 years) were enrolled. Of these, 29% were naive to any systemic treatments in the past, including systemic corticosteroids. Methotrexate treatment resulted in excellent improvement (>75%) in 93% of patients, good (50%-75% improvement) in 5%, and partial (25%-50% improvement) in 2%. Median duration of therapy was 26 months, and 80% of patients were still on treatment at last review. Transient nonsignificant elevation of transaminases was the most common adverse effect noted in 20%, followed by nausea in 12% and fatigue in 7%. A fibroscan was done in 10 patients at cumulative doses ranging from 2 to 11 g methotrexate. No liver fibrosis was seen in these patients. CONCLUSION: Methotrexate is an effective treatment for moderate to severe atopic dermatitis with an acceptable safety profile. A low dose can be used to control the disease for prolonged periods without significant risk.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.030
GPT teacher head0.314
Teacher spread0.284 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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

Citations32
Published2018
Admission routes1
Has abstractyes

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