The Pedicled Myocutaneous Flap as a Choice Reconstructive Technique for Immediate Adjuvant Brachytherapy in Sarcoma Treatment
Bibliographic record
Abstract
Successful treatment of soft-tissue sarcomas is highly dependent on total tumour resection coupled with adjuvant radiation therapy to achieve local control and decrease recurrence. Reconstruction of soft-tissue defects after resection aims to cover vital structures, while providing enough stable tissue to withstand adjuvant brachytherapy treatment. In the present study, pedicled myocutaneous flaps were used as a vital adjunct in the treatment of soft-tissue sarcoma, and our experience with 2 such patients is described. The flaps served to reconstruct large three-dimensional defects while providing stable coverage over brachytherapy hardware to allow for delivery of radiation in the immediate postoperative period. Pedicled locoregional myocutaneous flaps provide a safe, easy, and reliable reconstructive technique in the treatment of soft-tissue sarcoma.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".