Generalized Recalcitrant Pruritus as the Presenting Manifestation of Hypereosinophilic Syndrome
Bibliographic record
Abstract
BACKGROUND AND OBJECTIVE: Pruritus is a frequent occurrence in dermatology, and investigation is often unrevealing. The authors report the case of a 65-year-old man presenting with generalized recalcitrant pruritus as the presenting manifestation of hypereosinophilic syndrome. METHODS AND RESULTS: A 65-year-old man developed intractable pruritus. Results of polymerase chain reaction clonal rearrangement were positive and led to the diagnosis and treatment. The patient also developed massive pulmonary embolism, which can be caused by chronic eosinophilia. CONCLUSIONS: This case highlights the importance of investigating patients with pruritus and unexplained persistent eosinophilia. Hypereosinophilic syndrome must be included in the differential diagnosis, which in this case presented initially as intractable pruritus. Polymerase chain reaction clonal rearrangement was key in reinforcing the diagnosis.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".