Atrophic Facial Scars Secondary to Discoid Lupus Erythematous: Treatment Using the Erbium:YAG Laser
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: Discoid lupus erythematosus (DLE) is a chronic inflammatory skin condition notorious for causing disfiguring scars and alopecia. We describe the case of a 66-year-old woman with a 25-year history of relapsing DLE who developed extensive cribriform scarring on her face. OBJECTIVE: To assess the safety and efficacy of laser resurfacing in the treatment of facial scars in DLE. METHODS: One patient was treated with an Er:YAG laser and followed for more than 2 years. RESULTS: The patient showed remarkable cosmetic improvement with no hypertrophic scarring and no reactivation of her disease. CONCLUSION: Er:YAG laser resurfacing may be safe and effective in the treatment of patients with DLE-induced atrophic scars.
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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 | 0.001 |
| 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) | 0.001 | 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