Juvenile-Onset Hypopigmented Mycosis Fungoides Mimicking Vitiligo
Bibliographic record
Abstract
BACKGROUND: Mycosis fungoides (MF) is the most common form of cutaneous T-cell lymphoma and typically affects older adults. It is estimated that less than 5% of MF cases are of juvenile onset. An uncommon hypopigmented variant of MF exists, which has been more commonly observed in dark-skinned individuals and predominantly in juvenile-onset cases. METHODS: We describe an 8-year-old otherwise healthy Hispanic male who, by 6 months of age, had developed asymptomatic hypopigmented patches on the lower legs, thighs, and buttocks, which have evolved over the past 7 years. This condition had previously been misdiagnosed as vitiligo. Recent immunohistologic and molecular biology studies are consistent with MF. RESULTS AND CONCLUSIONS: Given that hypopigmented MF is an uncommon condition, it may not be clinically suspected in the pediatric population. Histopathologic, immunophenotypic, and/or molecular biologic studies are sometimes equivocal, with findings similar to inflammatory dermatoses or autoimmune vitiligo, which may initially lead to a misdiagnosis, as in this patient's case.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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".