The initial report of RTOG 0524: Phase I/II trial of a combination of paclitaxel and trastuzumab with daily irradiation or paclitaxel alone with daily irradiation following transurethral surgery for noncystectomy candidates with muscle-invasive bladder cancer.
Bibliographic record
Abstract
LBA287 Background: Most patients (pts) with muscle-invasive bladder urothelial carcinoma (UC) undergo definitive local treatment with radical cystectomy. Up to 50% of pts with UC overexpress HER2/neu, which may be associated with reduced responsiveness to chemoradiation and reduced survival. Many pts with UC have comorbidities that preclude surgery, creating a traditionally underserved population with worse outcomes. RTOG 0524 evaluated the safety and efficacy of trimodality, organ-preserving therapy in pts not suitable for cystectomy. Methods: Pts with invasive bladder UC (stages T2-T4a, N0-1, M0) underwent cystoscopic tumor resection. Tumors were analyzed by HER2/neu immunohistochemistry (IHC) and assigned to chemotherapy group I (IHC 2+ or 3+; paclitaxel and trastuzumab) or II (IHC negative or 1+; paclitaxel alone). Concurrent weekly paclitaxel (50 mg/m2), weekly trastuzumab (group I only) and daily radiation (64.8 Gy total in 36 fractions) were given for seven consecutive weeks. Results: 21 eligible patients were entered in group I and 47 in group 2, with median ages of 80 and 73, respectively. The primary endpoint was acute protocol-defined toxicity related to treatment. Acute toxicity was observed in 7/21 pts (33%) in group I and 14/47 pts (30%) in group II. Most common grade > 3 adverse events in groups I and II were marrow suppression (43% and 17%), diarrhea (33% and 30%), and hyponatremia (14% and 4%). Three deaths on study were attributed to colonic perforation, pneumonia, and sudden death. Radiation completion rates were 72% and 85% in the two groups, and full-dose chemotherapy completion rates were 52% and 51%. Evaluation by cystoscopy and/or tumor biopsy at 12 weeks noted complete response in 9/13 pts (69%) in group I, in 19/33 pts (58%) in group II, and was not performed in the remaining pts. Conclusions: Trimodality bladder-preserving therapy is an appropriate treatment in noncystectomy candidates with invasive UC. The response rate for HER2/neu-targeted therapy is encouraging but may increase certain adverse events in this challenging population. Clinical trial information: NCT00238420.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".