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.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.008 | 0.001 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".