Low-Frequency Sensorineural Hearing Loss in Familial Hemophagocytic Lymphohistiocytosis Type 5
Bibliographic record
Abstract
INTRODUCTION: Familial hemophagocytic lymphohistiocytosis (FHL) is an autosomal recessive disease affecting the cytotoxic pathway. Due to the recent advances in molecular diagnosis, immuno-chemo therapy, and hematopoietic stem cell transplantation treatment, FHL survival rates have drastically increased. CASE PRESENTATION: Herein, we describe a case of FHL type 5 presenting with low-frequency sensorineural hearing loss. Alongside our reported case, 6 additional patients were identified in the literature. Management and Outcome: The progressive nature of FHL disorder may cause bilateral, low-frequency, irreversible sensorineural hearing loss. This type of hearing loss should be considered among the long-term sequelea presenting with FHL5. DISCUSSION: We recommend audiological evaluation at initial FHL5 diagnosis to assess for hearing functions. Follow-up in audiology should be part of the long-term monitoring of patients with FHL5 as hearing loss could develop long after diagnosis.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".