Successful Treatment Via Chemotherapy and Surgical Resection of a Femoral Hemangiopericytoma With Pulmonary Metastasis
Bibliographic record
Abstract
Hemangiopericytoma (HPC) is a soft-tissue neoplasm composed of proliferating capillary pericytes. It has variable and unpredictable malignancy and most commonly occurs in the fifth or sixth decade of life. Diagnosis is based on the histological aspect. HPC is exceedingly rare in childhood. In both adults and children, curative surgery is the most important predictor of survival. The place of chemotherapy in the treatment of HPC is not well established. We describe a case of adult-type metastatic HPC of the thigh in a 13-year-old boy. The response to neoadjuvant chemotherapy was excellent, and local control of this initially unresectable tumor was achieved without radiation therapy or mutilating surgery. The child is alive and well and has had 8 years of follow-up after treatment.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".