Ventriculoscope Tract Recurrence after Endoscopic Biopsy of Pineal Germinoma
Bibliographic record
Abstract
Recurrence along an endoscope tract has been described after endoscopic biopsy and resection of malignant tumors arising in multiple organ systems. We describe a case of tract recurrence following the ventriculoscopic biopsy of a central nervous system tumor. A retrospective review of the patient's clinical course, radiology and pathology was undertaken to formulate a case report. A 14-year-old boy was treated with endoscopic third ventriculostomy and endoscopic biopsy of a pineal germinoma associated with hydrocephalus. Persistent hydrocephalus required repeat third ventriculostomy. The patient subsequently received focal external beam radiotherapy. Seventeen months after the first third ventriculostomy, a routine MRI revealed a 2-cm enhancing mass in the ventriculoscope tract. This was removed via a right frontal craniotomy. Again the pathology was germinoma. Serum and CSF markers were negative at initial presentation and at the time of recurrence. The potential for tract recurrence and CSF dissemination should be considered following the endoscopic biopsy of pineal germ cell tumors as this could affect the extent of radiotherapy and/or chemotherapy.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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".