Luierdermatitis is niet altijd onschuldig
Bibliographic record
Abstract
BACKGROUND: Diaper dermatitis in children is common and usually harmless. Often the cause is irritation, a secondary candida infection or eczema, for which treatment is simple and effective. In this paper we show that a therapy resistant diaper dermatitis can be the diagnostic clue to the rare but important diagnosis Langerhans cell histiocytosis (LCH). CASE DESCRIPTION: We saw a 14 months old girl with therapy resistant diaper dermatitis, skin abnormalities on the hairy scalp, fever, otorrhea and extensive lymphadenopathy. After a long period of doctor visits, skin biopsies confirmed the diagnosis of LCH. CONCLUSION: LCH is a rare condition that often manifests in the skin. LCH can manifest in different organs. Although skin involvement is sometimes considered as less relevant, cutaneous manifestations can be an important diagnostic clue. In this paper we show that diaper dermatitis is not always harmless: it can be a symptom of LCH.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.031 | 0.005 |
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".