Urinary Incontinence After Radical Prostatectomy
Bibliographic record
Abstract
BACKGROUND: Incontinence after radical prostatectomy for early stage prostate cancer can significantly affect quality of life. Identification of risk factors preoperatively would enable clinicians to counsel men and their partners about the risk of incontinence following surgery. We conducted a population-based study to identify subjective and objective preoperative factors, other than PSA and Gleason score, that may predict urinary incontinence following radical prostatectomy. METHODS: Men booked for radical prostatectomy at 2 sites in Alberta were enrolled prospectively. Assessment was completed 2 weeks prior to surgery and included the International Prostate Symptom Score (IPSS) with a single quality-of-life (QOL) question, 24-hour pad test, and bladder diary. These parameters were repeated at 3 and 12 months postoperatively. A model predicting incontinence was developed using stepwise multivariable logistic regression analysis. Incontinence was defined as more than 8 g of urine loss on 24-hour pad test. RESULTS: A total of 245 patients from 2 centers were enrolled; 228 (93%) completed data collection up to 12 months postsurgery. At the baseline preoperative assessment, 4% (10/228) of subjects had > or = 8 g of urine loss on 24-hour pad test, although these and all other subjects described complete continence. At 3 months postop, 43% had > or = 8 g on 24-hour pad testing (our definition of incontinence) (median 31 g, range 8.3-1654 g, SD 219.12); at 12 months, 15% had more than 8 g of urine loss on pad test (median 21.0 g, range 8.1-3380 g, SD 578.0). For all subjects, mean IPSS and the single QOL scores at baseline (7.4 and 1.5) did not change significantly at 3 months (7.2 and 2.5), but both were lower than or equal to baseline at 12 months (5.4 and 1.5). The IPSS was predictive of incontinence at 3 months, but not at 12 months. Bladder diary did not correlate with IPSS. Risk factors affecting continence at 12 months were preoperative urine loss > or = 8 g, previous transurethral resection of prostate (TURP), and age greater than 65 years. CONCLUSION: Our results support previous research on risk factors for incontinence after radical prostatectomy and add to the current data by having presurgery (baseline) measures. Interestingly, a small percentage of men (4%) who reported complete continence were incontinent preoperatively, based on our definition of > or = 8 g weight gain on 24-hour pad test. Identified preoperative risk factors affecting continence were increasing age, baseline incontinence, and previous TURP. Mean IPSS was lower at 12 months than at baseline, suggesting that even mildly symptomatic men will improve after surgery. Men reported that regular contact with the continence research nurse provided a much-appreciated source of informed support as they recovered.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.002 | 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".