Generalized Multinucleate Cell Angiohistiocytoma
Bibliographic record
Abstract
BACKGROUND: There are less than 100 cases of multinucleate cell angiohistiocytoma (MCA) currently reported in the literature. It occurs as a localized, asymptomatic, benign proliferation of the skin, characterized histologically by irregular multinucleate cells. Due to its novelty, the etiology of the disease and treatment options are still under investigation. OBJECTIVE: To report a case of confirmed, generalized MCA along with a review of the literature on the histology, immunology, potential etiology, and treatment of MCA. OBSERVATIONS: The patient was a 41-year-old female with asymptomatic violaceous plaques found on the extensor arms, legs, and trunk. Histopathology revealed increased dilated vascularity and cellularity (composed of mononuclear histiocytes and a few angulated multinucleated giant cells) in the dermis. CONCLUSIONS: Overall, MCA is a poorly understood, distinct dermatologic phenomenon. Here we present a case of generalized MCA to further the understanding of this disease presentation.
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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 | 0.001 | 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 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".