Osteoradionecrosis in osseous free flap reconstruction: Risk factors and treatment
Bibliographic record
Abstract
OBJECTIVE: To determine the rate and risk factors for osteoradionecrosis (ORN) in osseous free flaps after postoperative radiation therapy (PORT). To describe the treatment of free flap ORN. METHODS: Seventy-four patients undergoing osseous free flap reconstruction were analyzed. Thirty-eight completed PORT. Patients were followed for ≥6 months. RESULTS: The rate of ORN was 34% overall; 0% with 50 to 59.9 Gy; 8% with 60 Gy; 40% with 66 Gy; 56% with 70 to 74.4 Gy. Mean time to ORN was 13.1 months. 0/28 patients without PORT developed free flap osteonecrosis. Multivariate analysis found the only factor predicting ORN: PORT >60 Gy, which increased the risk 21-fold. Treatment included PENTACLO, hyperbaric oxygen, and surgical debridement with 75% within 2 years. CONCLUSION: PORT >60 Gy is significantly associated with free flap ORN. As the dose of adjuvant RT increases beyond 60 Gy, the risk of ORN in free flaps rises. Consideration should be given to lower PORT doses or delaying free flap reconstruction when feasible.
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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 | 0.002 |
| 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) | 0.002 | 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".