Long-Term Outcomes following Lower Extremity Sarcoma Resection and Reconstruction with Vascularized Fibula Flaps 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
BACKGROUND: Limb salvage operations in patients with bony oncologic defects carry technical challenges and may require long recoveries. This study aimed to evaluate functional outcomes, donor-site morbidity, and complications in lower limb bony oncologic defects reconstructed with vascularized fibula flaps in children. METHODS: The authors performed a retrospective review of consecutive pediatric patients undergoing this procedure between 1994 and 2012. Data on operative details, functional outcomes, and complications were analyzed. A telephone survey was conducted to assess patient satisfaction and quality of life. RESULTS: Eighteen patients who underwent 19 reconstructions were included. Mean age at resection was 10 years (range, 1.5 to 17 years). No patients developed local recurrence, although two patients had metastatic lung nodules resected. All patients were alive at last review, with a mean follow-up of 57 months (range, 10 to 145 months). Flap survival was 95 percent. Median time to bony union was 24 months (range, 9 to 72 months). The fibula flap fracture rate was 52.6 percent. At the end of the study period, 72 percent of patients were fully weight-bearing, all school-age children had returned to full-time school, and 50 percent were involved in sports. Fifty-six percent of patients participated in the follow-up telephone survey; of these, 90 percent expressed satisfaction with the outcome of the surgery. CONCLUSIONS: This study demonstrates that the vascularized fibula flap is an excellent option for reconstruction of lower limb oncologic defects in children. Despite complications, long-term follow-up suggests that most children are able to lead active lifestyles. CLINICAL QUESTION/LEVEL OF EVIDENCE: Therapeutic, IV.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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