Prolonged Remission by Pembrolizumab and Brentuximab-Vedotin Combination Therapy in Heavily-Pretreated Relapsed/Refractory Hodgkin’s Lymphoma
Bibliographic record
Abstract
Hodgkin's lymphoma (HL) is usually sensitive and curative to multi-agent chemotherapy, but may become refractory disease in a subset of relapsed patients. Recent novel agents, brentuximab-vedotin (BV) and immune checkpoint inhibitors have significantly improve the treatment outcome. We report the outcome by combination of BV with pembrolizumab in a patient with a relapsed/refractory HL in a remarkable and durable response, even previously failed to multiple lines of chemotherapy, or brentuximab-vedotin/pembrolizumab monotherapy. Further investigation of immunotherapy combination in relapsed/refractory HL is needed.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".