Long‐term incidence of secondary bladder and rectal cancer in patients treated with brachytherapy for localized prostate cancer: a large‐scale population‐based 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
OBJECTIVE: To examine the incidence and time trends of secondary bladder cancer (BCa) and rectal cancer (RCa) after brachytherapy (BT) relative to radical prostatectomy (RP). MATERIALS AND METHODS: Within the Surveillance, Epidemiology and End Results (SEER) database (1988-2015), we identified patients with localized PCa as an only or first primary cancer, who underwent BT or RP. Cumulative incidence plots and multivariable competing-risks regression (CRR) models were used. Sensitivity analyses focused on patients' age and year of diagnosis intervals and tested the effect of an unmeasured confounder. RESULTS: Of 318 058 patients with localized prostate cancer (PCa), 55 566 (18.4%) underwent BT. After propensity score-matching, 20-year secondary BCa incidence was 6.0% in patients who had undergone BT vs 2.4% in those who had undergone RP (P < 0.001) and the respective 20-year secondary RCa incidence was 1.1% vs 0.5% (P < 0.001). In multivariable CRR models, BT predicted higher secondary BCa (hazard ratio [HR] 1.58; P < 0.001) and RCa rates (HR 1.59; P < 0.001) vs RP. Sensitivity analyses replicated the same results after stratification according to age and showed HRs of decreasing magnitude for historical, intermediate and contemporary years of diagnosis. An unmeasured confounder with an HR of 2 would render the effect of BT statistically insignificant if it affected patients in the RP group with a ratio of 2 relative to those in the BT group. Finally, temporal trends showed a decrease of secondary 5-year BCa and RCa rates.> CONCLUSIONS: Brachytherapy predominantly increases the risk of secondary BCa and, to a lesser extent, that of RCa. Follow-up of such patients is therefore required. It is encouraging that both secondary BCa, and RCa rates, in particular, have recently decreased, RCa.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it