Safety and outcomes of performing laparoscopic Roux-en-Y gastric bypass and sleeve gastrectomy at an ambulatory site of a tertiary care hospital in Ontario
Bibliographic record
Abstract
BACKGROUND: In Ontario, bariatric surgery is publicly funded and is performed only in accredited tertiary care hospitals. The purpose of our study was to report on the safety and outcomes of performing bariatric surgery at an ambulatory site of a tertiary care hospital in southern Ontario. METHODS: We conducted a retrospective cohort study of all adult (age ≥ 18 yr) patients who underwent primary laparoscopic Roux-en-Y gastric bypass (LRYGB) or laparoscopic sleeve gastrectomy (LSG) at the ambulatory site of our tertiary care hospital between September 2016 and August 2018. The 2 sites are 1.4 km apart. Patient demographic characteristics, duration of surgery, intraoperative and 90-day postoperative complications, number of transfers and readmission to the tertiary care hospital, and emergency department visits were collected. RESULTS: A total of 314 patients (285 women [90.8%] and 29 men [9.2%] with a mean age of 41.8 yr [standard deviation (SD) 8.9 yr]) underwent surgery: LRYGB in 295 cases (93.9%) and LSG in 19 (6.0%). The mean body mass index was 45.3 (SD 5.1), the median American Society of Anesthesiologists score was 3 (range 2-4), and the median Edmonton Obesity Staging System score was 2 (range 0-4). The mean operative time was 119.8 (SD 23.1) minutes for LRYGB and 96.2 (SD 22.0) minutes for LSG, and the mean length of stay was 2.1 (SD 0.6) days and 2.1 (SD 0.2) days, respectively. Thirteen patients (4.1%) required transfer to the tertiary care hospital for a postoperative complication. Of 312 patients, 29 (9.3%) presented to emergency department within 90 days after surgery, and 8 (2.6%) required readmission to hospital; no deaths were reported. CONCLUSION: The findings suggest that LRYGB and LSG can be performed safely at an ambulatory site of a tertiary care hospital. However, caution should be exercised in performing these procedures at an ambulatory site without a tertiary care hospital affiliation, as patients may require urgent transfer for a serious postoperative complication.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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".