Local surgical complication rates in patients receiving surgery without immediate post-operative radiation therapy for lower extremity bone metastases
Bibliographic record
Abstract
PURPOSE: Pathological metastatic fractures in lower-extremity weight bearing bones often require surgical reconstruction. Post-operative radiation is routinely recommended following surgical reconstruction. This study evaluated the clinical outcomes of patients that undergo surgical fixation of an established or an impending pathologic lower extremity fracture without post-operative radiation. MATERIALS AND METHODS: A retrospective chart review of patients at Sunnybrook Health Sciences Center between 2007 and 2019 was performed. Descriptive statistical analyses were performed. RESULTS: A total of 161 surgical reconstruction procedures were identified. Among these cases, 86/161 (53.4%) received post-operative radiation, 75/161 (47%) did not receive post-operative radiation within 12 weeks of their index surgery. Of the 75 patients not receiving post-operative radiation, 40 patients had prior radiation to the surgical site and 35 patients were radiation naïve. 5 patients (6.7%) required a second operation to the index surgical site, with 4 patients (5.3%) requiring a second fixation surgery to stabilize hardware at a median of 6.0 months post-surgery. Post-surgical radiation to the surgical site (at >12 weeks) was administered to 12 patients (16.0%) at a median of 9.1 months post-surgery. CONCLUSIONS: The surgical revision rate was low despite absence of immediate post-operative radiation therapy and was similar to prior reports in patients receiving post-operative radiation.
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 | 0.002 | 0.001 |
| 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".