Orbital Edema Secondary to a Sphenoidal Mass as the Presenting Symptom of High-Risk Precursor B-Cell Acute Lymphoblastic Leukemia
Bibliographic record
Abstract
Introduction: Acute lymphoblastic leukemia (ALL) is the most common childhood malignancy, known to present with ocular manifestations in rare cases. Case Presentation: We describe the case of a 9-year-old previously healthy male who developed a 2-day history of periocular swelling and was found on MRI to have a large sphenoidal mass. Further work up showed involvement of the spinal cord, iliac crests, and kidneys. His initial blood work showed no hematological abnormalities. A bone marrow biopsy taken from the iliac crest demonstrated >90% B lymphoblasts and flow cytometry was positive for CD19. Overall, his investigations were consistent with a diagnosis of precursor B-cell ALL (pre B-ALL). His neuro-ophthalmic exam showed right-sided subtle periocular edema, decreased palpebral fissure height, and proptosis. Posterior exam showed mild nasal elevation of the right optic disc without vessel obscuration and mild tortuosity of the peripheral vessels. He otherwise had no overt signs of afferent or efferent dysfunction despite the proximity of the mass to his optic nerve and globe. Conclusion: This case demonstrates that high-risk pre B-ALL, a childhood cancer not commonly associated with orbital manifestations, can present with orbital edema and normal leukocyte count in an otherwise healthy child.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".