A 47-Year-Old Man With Rosai-Dorfman Disease
Bibliographic record
Abstract
Rosai-Dorfman is a rare and benign disease with unknown etiology, characterized by histiocytosis and emperipolesis, generally associated with lymphadenopathy. It is mainly observed in Caucasians and African children and young adults. A 47-year-old man, Caucasian, with a personal history of chronic alcoholism presented with two lymph nodes with progressive growth over a period of 6 months, one located in the pre-auricular region with 2 cm and another in the sub-mandibular region with 3 cm. Clinical examination showed two discrete, non-tender, painless and immobile nodes. Biopsy of the nodes was performed. Emperipolesis and cells expressing positive immunoreactivity for protein S-100, CD1a and CD68 were observed making the diagnosis of Rosai-Dorfman disease (RDD). RDD is a benign pathology, self-limited and no special treatment is needed in most cases. J Med Cases. 2014;5(6):347-350 doi: http://dx.doi.org/ 10.14740 /jmc1599w
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| 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) | 0.001 | 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".