Prehydration is Effective for Rapid Control of Recalcitrant Atopic Dermatitis
Bibliographic record
Abstract
BACKGROUND: Skin care remains a key component in atopic dermatitis (AD) management; there are no data available guiding optimal bathing recommendations. OBJECTIVE: This study aims to determine whether 15-minute to 20-minute baths followed by topical corticosteroid application (prehydration therapy) are effective for clearing moderate to severe AD. METHODS: In the Oregon Health & Science University outpatient dermatology clinic, a retrospective review was done of the health records of patients with AD seen first between January 1, 2007, and December 31, 2011, who were then reevaluated within 1 to 3 weeks of starting the therapy. Qualifying patients underwent the prehydration regimen and were reevaluated. The primary outcome was therapeutic response using the Investigators' Global Assessment Scale. Secondary outcomes were measured using the dynamic Treatment Response Scale. Of 110 distinct electronic records, 35 patients were excluded. At the initial visit, 75 patients were evaluated with the Investigators' Global Assessment Scale. Forty-eight patients (64%) were severe, and 27 patients (36%) were moderate. All subjects began prehydration therapy followed by topical corticosteroid. At follow-up visit in 1 to 3 weeks when using the patient's or provider's assessment of treatment response, 59 patients (79%) had marked improvement, and 3 patients (4%) were clear. CONCLUSIONS: Prehydration followed by topical corticosteroid therapy seems to be a highly effective regimen that achieves rapid control of moderate to severe disease.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".