Association between erectile function and lower urinary tract symptoms in patients treated with permanent seed prostate brachytherapy.
Bibliographic record
Abstract
PURPOSE: Among men who underwent permanent seed prostate brachytherapy, we aimed to: 1) investigate: whether development of lower urinary tract symptoms (LUTS) after permanent seed prostate brachytherapy was associated with suboptimal erectile function before brachytherapy, and 2) identify factors that are associated with normal erectile function before brachytherapy. METHODS AND MATERIALS: We analyzed data from 215 consecutive patients with low- or intermediate-risk prostate cancer who received permanent seed brachytherapy at our center. Erectile function at baseline (prior to brachytherapy) was assessed using the Mount Sinai Erectile Function Score (MSEFS). Urinary symptoms at baseline and at 1 month and 4 months after brachytherapy were measured using the International Prostate Symptom Score (IPSS) questionnaire. Multiple linear regression, and a multivariable mixed linear model were used to analyze differences in IPSS from baseline to 1 month and 4 months after brachytherapy. Multiple logistic regression was used to investigate factors associated with normal erectile function at baseline. RESULTS: A total of 124 patients had data available for baseline, and 1 month and 4 months after brachytherapy. Having normal erectile function (MSEFS of 3) versus suboptimal erectile function (MSEFS 0 to 2) was not associated with increases in IPSS from baseline to 1 month or 4 months after brachytherapy. Larger increases in IPSS were found in subjects who had smaller prostates (regression coefficient = -0.36) or higher seed radioactivity (regression coefficient = 0.33). Patients with higher baseline IPSS were less likely to have normal erectile function (MSEFS = 3) before brachytherapy (odds ratio = 0.88). CONCLUSION: Normal erectile function prior to brachytherapy was not associated with worse IPSS after brachytherapy. However, patients with a higher IPSS before brachytherapy also had worse erectile function before brachytherapy, which may point to a common pathway.
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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) | 0.001 | 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".