Review of linear epidermal nevus with oral mucosal involvement – series of five new cases
Bibliographic record
Abstract
INTRODUCTION: Linear epidermal nevi are sporadic hamartomatous alterations of the epidermis and superficial dermis that clinically appear as verrucous papules and plaques distributed in a linear pattern following Blaschko's lines. Their extent varies from unilateral involvement (nevus unius lateris) to extensive bilateral involvement (ichthyosis hystrix). Oral mucosal lesions have rarely been described. AIMS: We review the literature, focusing on the rare intraoral manifestations of linear epidermal nevus. CASE SERIES: We present a series of five new cases with oral mucosal involvement. Four cases had associated cutaneous lesions and one case had oral lesions exclusively. Histopathologic evaluation of lesional tissue in four cases showed hyperkeratosis, acanthosis, epithelial hyperplasia, and papillomatosis. Dental abnormalities, consisting of enamel hypoplasia and congenitally missing teeth, were noted in one patient adjacent to the oral lesions.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".