Verruciform Xanthoma of the Oral Mucosa: A Series of Eight Typical and Three Anomalous Cases
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
In this series, there are 8 typical verruciform xanthomas of the oral mucosa and 3 anomalies, 1 polypoid, 1 florid, and 1 carcinomatous. All were characterized by infiltrates of CD68-positive xanthomatous histiocytes in the lamina propria. The 11 patients comprised 6 men and 5 women (mean age = 54.5 years, range = 40-69). Both keratinized and nonkeratinized sites were affected. A history of lichenoid inflammation was recorded in 5 patients. The polypoid xanthoma presented in a woman aged 54 years as a polyp of the labial commissure. The florid lesion affected the dorsum of the tongue of a man aged 54 years and at 20 mm was the largest of the 11 lesions, but the only one with candidal infection. The squamous cell carcinoma manifested as a papilloverrucous hyperkeratosis of the palatal gingiva in a man aged 69 years. The latter 2 (and 1 "typical" verruciform xanthoma) required re-excision, but none has since recurred.
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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) | 0.000 | 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