Morbidity and functional outcomes following gastro‐omental free flap reconstruction of circumferential pharyngeal defects
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: In patients with extensive soft tissue fibrosis requiring circumferential pharyngeal reconstruction following definitive radiotherapy and/or chemotherapy, we take advantage of abundant omental progenitor factors in the tubed gastro-omental free flap. This study reviews our experience with this flap. METHODS: Review of 11 patients (median follow-up, 2.8 years) undergoing total pharyngolaryngectomy following organ preservation protocols for recurrent squamous cell carcinoma (n = 9) and stricture (n = 2). RESULTS: Operative morbidity and mortality rates were 54% and 9%, respectively. One patient died following carotid rupture. Complications included: chyle leak (18%), pharyngocutaneous fistula (9%), and late stricture (27%). Ten patients (91%) achieved oral diet, and all 7 patients (100%) considered suitable for tracheoesophageal speech rehabilitation achieved functional speech. Seven patients remain alive without disease at a median of 41 months following surgery. CONCLUSIONS: The gastro-omental flap provides a viable option in high-risk patients undergoing circumferential pharyngeal reconstruction.
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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