Leishmania in HLH
Bibliographic record
Abstract
Hemophagocytic lymphohistiocytosis (HLH) associated with visceral leishmaniasis (VL) is a very rare phenomenon. We report the first known North American case in a 21 month old boy. He was initially diagnosed with Epstein Barr virus (EBV) triggered HLH and treated with the international treatment protocol, HLH-2004. Stem cell transplant was planned due to repeated reactivations of disease, but his pretransplant bone marrow revealed an unexpected protozoan-Leishmania donovani. Treatment with liposomal amphotericin B led to resolution of all manifestations of HLH. We discuss how the clinical and laboratory features of both entities can closely mimic each other and are extremely difficult to differentiate. This case also raises the question of whether to screen all children with suspected HLH for Leishmania in a non endemic area.
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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 | 0.001 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".