Skin Barrier Changes Induced by Aluminum Oxide and Sodium Chloride Microdermabrasion
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: Microdermabrasion has become an extremely popular method for superficial resurfacing. Despite the popularity of this technique, published studies of skin barrier function changes following microdermabrasion are lacking. OBJECTIVE: To study assessed transepidermal water loss (TEWL), hydration, pH, and sebum production following aluminum oxide (Al2O3) and sodium chloride (NaCl) microdermabrasion. METHODS: Eight patients were included in this split face study. Transepidermal water loss, stratum corneum hydration, skin pH, and sebum production measurements were taken from the right and left sides of the face at baseline. One side of the face was treated with Al2O3 microdermabrasion and the other side with NaCl microdermabrasion. Measurements were repeated at 24 hours and 7 days. RESULTS: Both NaCl and Al2O3 microdermabrasion was associated with a statistically significant increase in TEWL at 24 hours. In contrast, at 7 days, levels of TEWL were decreased to less than baseline. In addition, an increase in hydration was observed 24 hours after NaCl and Al2O3 microdermabrasion. Hydration in NaCl-treated areas remained significantly increased at 7 days. CONCLUSION: The results of this investigation suggest that both NaCl and Al2O3 microdermabrasion alter the epidermal barrier. These changes in epidermal barrier function may be responsible for the clinical improvement following microdermabrasion.
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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) | 0.001 | 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