Sleep Disturbance and Sleep-Related Impairment in Adults with Atopic Dermatitis: A Cross-sectional Study
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Little is known about the impact of sleep disturbances (SD) or sleep-related impairment (SRI) in adults with AD or their relationship with severity of AD and itch and other predictors. OBJECTIVE: The aim of this study was to determine the relationship between AD severity, SD, and SRI. METHODS: We conducted a prospective online questionnaire-based study of 287 adults with AD, including assessment of AD severity by Patient-Oriented Eczema Measure, self-reported global AD severity, Self-Assessed Eczema Area and Severity Index and visual analog scale-itch, Patient-Reported Outcome Measurement Information System SD and SRI individual items, and T scores. RESULTS: Adults with AD commonly endorsed all SD and SRI symptoms examined; only 58 (21.8%) reported having good or very good sleep quality in the past week. However, only a minority of adults with AD endorsed a more profound impact from these individual aspects of SD and SRI in the past week or Patient-Reported Outcome Measurement Information System T scores greater than 55. In particular, SD and SRI were associated with severe or very severe AD (Patient-Oriented Eczema Measure, self-reported severity, visual analog scale-itch, and/or Self-Assessed Eczema Area and Severity Index). Sleep-related impairment was also associated with comorbid hay fever and/or anxiety. CONCLUSIONS: This study suggests that SD and SRI are common in adults with AD, particularly those with severe diseases. Sleep disturbances and SRI should be considered when assessing burden of AD and therapeutic decisions.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it