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Canadian Surgery Forum1. (<i>CJS</i>Editors' Choice Award) Weight loss and obesity-related outcomes of gastric bypass, sleeve gastrectomy and gastric banding in patients enrolled in a population-based bariatric program: prospective cohort study2. Early outcomes of a small, rural bariatric surgery program3. Is early discharge of patients post-laparoscopic Roux-en-Y gastric bypass safe?4. Defining the learning curve: early experience of laparoscopic Roux-en-Y gastric bypass from a bariatric centre of excellence5. Bariatric surgery in patients with renal disease: Is it safe and is there an optimal approach?6. A comparison of weight loss and follow-up interventions required for sleeve gastrectomy and gastric bypass at a single centre: Is there an optimal procedure for Canada?7. Laparoscopic adjustable gastric band complication and revision rates in a publicly funded obesity program8. The Covidien TriStaple system versus the duet tissue buttress in laparoscopic sleeve gastrectomy: a comparative study9. Three-year outcomes for bariatric surgery in a regionalized surgical care system: the Ontario experience10. The epidemiology of readmission after bariatric surgery in Ontario11. Can recent health service use predict postoperative complications in seniors undergoing colon cancer surgery?12. Appropriateness of transfusions for colorectal surgery (ATRACS): a multi-institutional assessment of current red blood cell transfusion practices13. Catheter fecal management systems can cause life-threatening rectal bleeding: a systematic review14. Tumour budding predicts recurrence after curative resection for T2N0 colorectal cancer15. Different scopes for different folks? A comparison of patient populations and adenoma detection rates for out-patient centre and hospital-based colonoscopies16. Normalization of carcinoembryonic antigen levels postneoadjuvant therapy is a strong predictor of pathologic complete response in rectal carcinoma17. Is laparoscopic resection in select T4 colorectal lesions comparable to open resection for achieving adequate margins?18. Is early discharge following elective oncologic colon resections in select patients safe? Analysis of short-term outcomes19. Rate of positive circumferential radial margins in rectal cancer is dependent on pathologist and surgeon performance and on the definition of a positive CRM: data from Local Health Integration Network 420. Laparoscopic colorectal cancer resection in the obese: a meta-analysis21. Toward standardizing the rectal cancer surgery consent process: the evaluation of the rectal cancer decision aid22. Transanal endoscopic microsurgery for rectal villous tumours: Can we rely solely on preoperative biopsies and the surgeon’s experience?23. The 2-question questionnaire: an initial step in reducing surgical site infections in colorectal surgery using a comprehensive unit-based safety program24. Measuring patient satisfaction within an enhanced recovery after colorectal surgery program25. Rectal exam: knowledge and perception of family medicine residents in the province of Québec26. Transanal endoscopic microsurgery for malignant polyps found at endoscopy27. Transanal endoscopic microsurgery for unanticipated malignancies — this unexpected finding does not affect final outcomes28. Transabdominal versus transanal excision of T1 rectal cancer29. Transanal endoscopic microsurgery for giant polyps — the Manitoba experience30. Time to recurrence as a marker for tumour aggressiveness in colorectal cancer31. Surgical site infections following colorectal surgery for inflammatory bowel disease and diverticulitis32. Sarcopenia is not predictive of anastomotic leak or length of stay following surgery for colorectal cancer33. Oncologic outcomes and undertreatment issues associated with a selective approach to neoadjuvant radiation therapy in patients with cT3N0 rectal cancer: early results from a retrospective cohort34. Surgical outcomes and cost advantages of transanal minimally invasive surgery35. (<i>CJS</i>Editors' Choice Award) To suture or not: a multicentre, randomized, controlled trial of open versus closed management of full thickness transanal endoscopic microsurgery (TEM) rectal lesion resections36. Transanal endoscopic microsurgery: experience of the first 388 procedures at a Canadian colorectal surgery centre37. Combined endoscopic and fluoroscopic approach to colonic stenting: Clinical results from a single centre38. Ten-year experience with self-expanding metal stents as a bridge-to-surgery with curative intent in the treatment of colorectal adenocarcinoma presenting with acute left-sided colonic obstruction39. The effect of an acute care surgery service on the management of appendicitis40. Correlation of CT hypoperfusion complex and clinical hypotension in adult blunt trauma patients41. Endoscopic versus open component separation: systematic review and meta-analysis42. Improving perioperative management of anemia and use of red blood cell transfusions for ga
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Bibliographic record
VenueCanadian Journal of Surgery · 2014
Typereview
Languageen
FieldMedicine
TopicBariatric Surgery and Outcomes
Canadian institutionsQueen's University
Fundersnot available
KeywordsMedicineSleeve gastrectomyGastric bandingWeight lossGastric bypassGeneral surgeryObesityObesity SurgerySurgeryGastric bypass surgerySevere obesityMorbid obesityInternal medicine
Abstract
# 1. ( CJS Editors' Choice Award) Weight loss and obesity-related outcomes of gastric bypass, sleeve gastrectomy and gastric banding in patients enrolled in a population-based bariatric program: prospective cohort study {#article-title-2} Bariatric care is increasingly being delivered in Canada
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 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.
metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.025
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.742
Threshold uncertainty score0.864
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.025 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.003 |
| Bibliometrics | 0.009 | 0.007 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.008 | 0.005 |
| Insufficient payload (model declined to judge) | 0.258 | 0.087 |
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.
Opus teacher head0.084
GPT teacher head0.367
Teacher spread0.283 · how far apart the two teachers sit on this one work
Validation status
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.
The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview
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".
Quick stats
Citations0
Published2014
Admission routes3
Has abstractno