Standard and new treatments in cutaneous B‐cell lymphomas
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Primary cutaneous B-cell lymphomas (PCBCL) are cutaneous non-Hodgkin lymphomas and can be classified clinically and by prognosis. The aim of this paper is to perform a review of standard and new treatments. METHOD: This paper provides a literature review of the different treatments of PCBCL. RESULTS: Surgery and radiotherapy remain the standard therapies in isolated cutaneous lesions. Systemic or intralesional interferon (IFN)-alpha may be an alternative in PCBCL with diffuse cutaneous lesions. In aggressive forms with poor prognosis, polychemotherapy is the first line of treatment although rituximab and radioimmunotherapy are evolving therapeutic options. CONCLUSION: In the majority of cases, the treatment of CBCL is straightforward. In aggressive forms, new therapies and biologic therapies may be of real interest.
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.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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 it