Bilateral Pseudohypopyon as a Presenting Feature of Recurrent Diffuse Large B-Cell Lymphoma
Why this work is in the frame
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Bibliographic record
Abstract
A 55-year-old man with Gaucher disease and B-cell lymphoma developed a white meniscus along the inferior portion of the anterior chamber of both eyes. In one eye, the meniscus was also temporal, reflecting the fact that he had just been lying on his left side. Aspiration of aqueous fluid confirmed that the meniscus was made up of lymphoma cells, indicating that it was a pseudohypopyon. (A true hypopyon is made up of reactive white blood cells.) Despite intensive chemotherapy, the patient expired within 14 weeks of the discovery of the pseudohypopyon. This is the first report of binocular pseudohypopyon confirmed as lymphomatous by flow cytometric immunophenotyping analysis in a patient with diffuse large B-cell lymphoma.
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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 | 0.000 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it