A Case of Cutaneous B-Cell Lymphoma in Longstanding Systemic Lupus Erythematosus
Bibliographic record
Abstract
BACKGROUND: The association between lymphoproliferative malignancies and autoimmune rheumatological diseases, such as systemic lupus erythematosus (SLE), remains of great interest. It is known that individuals with immune dysregulation also have an increased risk of lymphoma. OBJECTIVE: To report a case of primary cutaneous diffuse large B-cell lymphoma of the leg type associated with longstanding SLE, as well as to review the literature for similar cases. METHODS: A PubMed search was done using the following search terms: lupus and B-cell lymphoma. RESULTS: Although several studies show that non-Hodgkin lymphoma is significantly increased in SLE, there is currently no literature reporting specifically on the risk of primary cutaneous lymphomas in patients with SLE. CONCLUSION: Our report highlights the possibility that patients with autoimmune disease are at increased risk of not only the classic forms of non-Hodgkin lymphoma but also primary cutaneous B-cell lymphomas.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".