Reoperation After Holmium Laser Enucleation of the Prostate for Management of Benign Prostatic Hyperplasia: Assessment of Risk Factors with Time to Event Analysis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
PURPOSE: To determine risk factors of reoperation after holmium laser enucleation of the prostate (HoLEP) for management of lower urinary tract symptoms (LUTS) secondary to benign prostatic hyperplasia (BPH) with time to event analysis. METHODS: A prospectively maintained database was reviewed for patients undergoing HoLEP. Baseline and follow-up data were compared in terms of International Prostate Symptoms Score, quality of life, peak flow rate, residual urine, and prostate-specific antigen (PSA) at 1, 6, and 12-months and then annually. Perioperative and late adverse events were recorded. Reoperation was defined as the need for any surgical intervention to relieve bothersome LUTS after HoLEP. Multivariate logistic regression was used to determine covariates associated with reoperation and the Kaplan-Meier curve assessed the time to reoperation. RESULTS: A total of 1216 HoLEP procedures were performed between March 1998 and October 2013 with a mean prostate volume of 94.8 ± 52.7 cc. Catheter time and hospital stay were 1.4 ± 1.9 and 1.3 ± 1.6 days, respectively. After a median follow-up of 7.6 years (1-14 years), 52 (4.3%) patients needed reoperation for recurrent LUTS, including 13 (1.07%) for residual/recurrent adenoma, 14 (1.15%) for bladder neck contracture (BNC), and 25 (2.05%) for de novo urethral stricture. In multivariate regression, smaller prostate size (< 62 cc), PSA reduction < 50%, and history of previous prostate surgery were significantly associated with recurrence of adenoma. BNC was significantly associated with smaller glands (< 54 cc) while longer operative time and postoperative catheterization were significantly associated with urethral stricture. Kaplan-Meier curve demonstrates post-HoLEP freedom from reoperation of 96.9% at 5 years and 95.1% at 10 years. CONCLUSIONS: In a single center large series, HoLEP has 95% reoperation-free probability at 10 years. Relatively small-size prostate may have an impact on recurrence of adenoma and bladder neck contracture. PSA reduction < 50% was significantly associated with recurrence of adenoma while longer operative time and postoperative catheterization were significantly associated with postoperative urethral stricture.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| 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) | 0.000 | 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 it