Primary Cutaneous B-Cell Lymphoma in Young Monozygotic Twins
Bibliographic record
Abstract
Although familial aggregation of lymphoproliferative disorders has been described, heredity has not been implicated in the etiology of primary cutaneous B-cell lymphomas (PCBCL). We report herein the first case of 2 young monozygotic twins with PCBCL. The first twin was an 18-year-old woman when she presented with multiple skin nodules on the thorax and head. Histology showed an atypical small B-cell proliferation, consistent with primary cutaneous marginal zone lymphoma (PCMZL). Molecular genetics studies demonstrated B-cell clonality. Seven years later, the second twin developed her first lesion that was histologically similar to that of her twin. She subsequently developed other clinically similar lesions. Histology was consistent with PCMZL and showed B-cell clonality. Occurrence of PCBCL in these monozygotic twins raises the possibility of a genetic risk factor. Further study of such rare cases may offer valuable insights into the molecular basis of the etiology and pathogenesis of this unusual disorder.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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 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".