Long-term outcomes of stenting as a bridge to surgery for acute left-sided malignant colonic obstruction.
Bibliographic record
Abstract
e14032 Background: Stenting as a bridge to surgery has been increasingly applied in cases of acute left-sided colonic obstruction. This study aims to evaluate both the short and long-term outcomes associated with colonic stenting as a bridge to surgery in patients with obstructing adenocarcinoma of the colon. Methods: Patients with potentially curable acute left-sided colonic obstruction treated with stenting as a bridge to surgery (28) or with emergency surgical resection (39) from January 1998 to December 2008 were identified using a prospectively maintained database. Short-term data on post-operative mortality, morbidity, necessity of intensive care, and length of hospital stay were compared. Disease-free and overall survival data were also analyzed. Results: Patients within the two study arms had similar demographic profiles. Patients receiving preoperative stenting had a higher likelihood of a laparoscopic resection (p<0.001). Further, the emergency surgery group had a higher rate of post-operative complications (p=0.024), rate of ICU admission (p=0.013), and longer total length of stay (9 vs. 12 days, p=0.001). With a median follow-up of 26.5 and 31.3 months for the stenting and surgical resection groups respectively, there was no difference in overall and disease-free survival (overall survival = 30 vs. 31 months, p=0.858; DFS = 13 vs. 12 months, p=0.989). As well, there was no difference in the rate of systemic recurrences (8 vs. 13, p=0.991). Conclusions: Stenting as a bridge to surgery is a safe treatment strategy in the management of patients with acute left-sided colonic obstruction with improved short-term outcomes and comparable long-term oncologic results.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".