Can We Predict the Outcome of 532 nm Laser Photoselective Vaporization of the Prostate? Time to Event Analysis
Bibliographic record
Abstract
PURPOSE: We evaluated the safety, efficacy and predictability of the long-term outcome of GreenLight™ (532 nm laser) photoselective vaporization of the prostate to treat patients with lower urinary tract symptoms secondary to benign prostatic hyperplasia. MATERIALS AND METHODS: We performed a longitudinal study of patients who underwent GreenLight (532 nm laser) photoselective vaporization of the prostate at our center between June 2002 and November 2011. All patient data were prospectively maintained in the prostate unit database. Two types of laser equipment were used, including the KTP in 91 cases (31.6%) and the GreenLight HPS™ in 197 (68.4%). RESULTS: Larger glands were treated with HPS and KTP photoselective vaporization (mean ± SD volume 45.6 ± 22.5 and 39.6 ± 15.2 ml, respectively, p <0.05). After photoselective vaporization with the KTP laser, we noted a 59.1% and 61.8% decrease in the International Prostate Symptom Score, and a 140.7% and 118.4% improvement in the maximal urine flow rate at 1 and 5 years, respectively. Similarly, after prostate vaporization with the HPS we observed a 65.1% and 62.1% decrease in the International Prostate Symptom Score, and a 123.1% and 107.3% improvement in the maximal urine flow rate at 1 and 4 years, respectively. At a mean of 40.5 months (range 3 to 114) of followup reoperation was indicated in 7.6% of cases. The overall rates of bladder neck contracture, de novo urethral stricture and residual/recurrent adenoma were 3.4% (10 cases), 2.1% (6) and 2.1% (6) with no statistically significant difference between vaporization with the KTP and HPS lasers. Most adverse events occurred during year 1 postoperatively. More bladder neck contractures developed after vaporization was done in smaller glands (p <0.05). More cases with residual prostatic adenoma had a prostate volume of 50 ml or greater vs less than 50 ml (4 of 71 or 5.6% vs 2 of 207 or 0.96%). CONCLUSIONS: GreenLight (532 nm laser) photoselective vaporization of the prostate seems to be safe and effective for lower urinary tract symptoms secondary to benign prostatic hyperplasia. A long lasting, successful outcome is predictable. With careful surveillance during year 1 postoperatively and early intervention for adverse events, a sustainable functional outcome could be achieved without re-treatment.
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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 | 0.005 | 0.020 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".