Pectoralis Major Myocutaneous Pedicled Flap in Head and Neck Reconstruction: Retrospective Review of Indications and Results in 244 Consecutive Cases at the Toronto General Hospital
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
The pectoralis major myocutaneous pedicled flap (PMMPF) has been considered to be the "workhorse" of pedicled flaps for head and neck reconstruction, and several series of PMMPF procedures have been reported in the literature. Between 1983 and 1997, 244 reconstruction procedures using the PMMPF were carried out on 229 patients by the Otolaryngology-Head and Neck Surgery Department at the Toronto General Hospital. Pectoralis major myocutaneous pedicled flap reconstructions were completed after ablation of cancer in the following sites: oral cavity, 113; oropharynx/hypopharynx, 50; larynx, 59; and other, 21. The locations of reconstruction were oral cavity, 121; pharynx, 74; and neck or face, 50. Of the 244 cases, 202 were carried out as primary reconstructive procedures, whereas 42 flaps were "salvage" procedures (reconstruction after fistula, flap failure, osteoradionecrosis, and internal jugular vein rupture). Eighty-five cases (35%) were affected by complications such as dehiscence, infection, hematoma, seroma, partial flap failure, total flap failure, fistula, and donor site complications. The duration of admission for cases with complications was longer, and higher complication rates were associated with salvage procedures, number of comorbidities, number of pack-years of cigarettes smoked, and oral cavity reconstructions. This series of consecutive PMMPF procedures is the largest reported to date.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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