Loss of cytomegalovirus-specific immunological memory in a patient with thymoma
Bibliographic record
Abstract
Cytomegalovirus (CMV) retinitis is a re-activation infection associated with severely impaired T cell-mediated immunity. We describe a patient with long-standing Crohn's disease and thymoma who developed severe CMV retinitis. While thymoma can be associated with impaired humoral immunity and a quantitative CD4+ T helper cell deficiency, these were not evident in our patient. However, more detailed investigation of anti-CMV responses showed absence of specific T cell responses to CMV antigen. Normal CMV seropositive controls have detectable proliferation and interferon-gamma production by T cells in response to stimulation with CMV antigen, but this was absent in this patient both during the acute infection and in convalescence. Other measures of T cell function were normal. Since CMV retinitis is due to reactivation of latent CMV infection, it appears that selective loss of CMV-specific immunity had occurred, perhaps secondary to a thymoma. The causes of thymoma-associated immune impairment are not understood, but this case demonstrates that selective defects can occur in the absence of global T cell impairment. Opportunistic infections should therefore be suspected in patients with thymoma even in the absence of quantitative immune deficiencies.
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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 | 0.000 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".