Intratumoral Therapy with Bleomycin for Cystic Craniopharyngiomas in Children
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
Surgical removal of cystic craniopharyngiomas in children is associated with significant operative morbidity and recurrence rates. The purpose of this study was to review our experience with a less invasive therapy, namely, intratumoral bleomycin, in the treatment of predominantly cystic craniopharyngiomas. All children with craniopharyngiomas treated at a tertiary care pediatric neurosurgical center since 1994, when bleomycin was first used, were reviewed retrospectively. Seven patients received intratumoral bleomycin therapy. Patients received 2-5 mg bleomycin per dose, 3 times per week, for 3-5 weeks as an initial course. Mean follow-up of these patients was 3 years. In 4 patients, treatment resulted in a significant decrease (>50%) in tumor size, which has remained stable. Two patients' tumors progressed and underwent resection, and 1 patient had surgical removal because of persistent headaches, although no growth of residual tumor had been noted. One patient developed peritumoral edema as a result of bleomycin therapy. Intratumoral bleomycin is a useful alternative therapy for cystic craniopharyngiomas, and may control tumor growth and delay potentially harmful resection and/or radiotherapy in young children.
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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) | 0.000 | 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 it