Prolonged response to vismodegib in a patient with systemic medulloblastoma metastases
Bibliographic record
Abstract
Some patients with metastatic medulloblastoma can be successfully treated with targeted therapy. We report the case of a 42-year-old woman who was diagnosed with sonic hedgehog (SHH)-subgroup medulloblastoma. She was treated with surgery, radiation and chemotherapy. She then developed bone pain. A positron emission tomography (PET) scan confirmed widespread bone metastases from her medulloblastoma. She was started on vismodegib, an oral smoothened inhibitor that targets her tumour type. Her bone pain resolved. A repeat PET scan showed resolution of almost all metastases. Fourteen months after starting vismodegib, her disease recurred and she was transitioned to temozolomide chemotherapy. We document an important case of prolonged response to vismodegib in a patient with systemic SHH-subgroup medulloblastoma metastases.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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".