Cancer Care Ontario Guidelines for radical prostatectomy: Striving for continuous quality improvement in community practice
Bibliographic record
Abstract
Objective: Cancer Care Ontario has published an evidence-based guideline on their website “Guideline for Optimization of Surgicaland Pathological Quality Performance for Radical Prostatectomy in Prostate Cancer Management: Surgical and Pathological Guidelines.” The evidentiary base for this guideline was recently published in CUAJ. The CCO guideline proposes the following: a positive surgical margin (PSM) rate of <25% for organ-confined disease (pT2), a perioperative mortality of <1%, a rate of rectal injury <1%, and a blood transfusion rate <10% in non-anemic patients. The objective of this study was to review the radical prostatectomy practice at the Grey Bruce Health Services, an Ontario community hospital, and to compare our performance in relation to the Cancer Care Ontario guideline and the literature.Methods: We conducted a retrospective review of all radical prostatectomies performed at the Grey Bruce Health Services from January 1, 2006 to December 31, 2007. The following data were obtained from clinical records and pathology reports: patient age, pre-biopsy prostate-specific antigen, biopsy Gleason score, resected prostate gland weight, radical prostatectomy Gleason score, surgical margin status, pathological tumour stage (pT), lymph node dissection status, perioperative incidence of transfusion of blood products and if the patient was anemic (hemoglobin <140 g/L) preoperatively, incidence of rectal injury, and perioperative mortality within 30 days following surgery.Results: Using the method proposed by D’Amico, most patients undergoing radical prostatectomy were intermediate risk (62%), with a minority of low-risk (24%) and high-risk (14%) patients. The overall PSM rate was 37%. The rate of PSMs in organ-confined disease (pT2) was 26%. There was a statistically significant trend between increasing D’Amico risk category and increasing rate of PSM (Cochran-Armitage trend test, p = 0.023). There was a strong correlation between the pathological tumour stage and the rate of PSM (Cochran-Armitage trend test, p = 0.0003). The rate of blood transfusion in non-anemic patients was 6%. There was 1 patient (0.8%) who experienced a rectal injury. There were no perioperative deaths in our study group.Conclusion: Our results show that a community hospital group can appropriately select patients to undergo radical prostatectomy, as well as achieve an acceptable rate of PSMs. We believe that ongoing critical appraisal and reflective practice are essential to improving surgical outcomes and providing quality care.
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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.031 | 0.063 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.005 | 0.011 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.006 | 0.006 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".