Association between radiographic response and overall survival in men with metastatic castration-resistant prostate cancer receiving chemotherapy.
Bibliographic record
Abstract
118 Background: In men with metastatic castration resistant prostate cancer (CRPC),the association of measurable tumor responses with overall survival (OS) is unknown. We retrospectively evaluated the TAX327 phase III trial to study this relationship. Methods: Eligible patients for this analysis included those with WHO-defined measurable metastatic disease randomized to receive either docetaxel or mitoxantrone. OS was estimated using the Kaplan-Meier method and the prognostic relationship of WHO-defined radiologic response with OS was performed using Cox proportional hazards regression. Landmark analyses evaluated survival from baseline and 2, 3, 4 and 6 months after baseline. Results: Four hundred and twelve patients enrolled on the TAX327 trial had measurable tumors. Thirty-seven patients exhibited a complete or partial objective response (CR/PR, 9.0%), 116 had stable disease (SD, 28.2%), 99 had progressive disease (PD,24%) and 160 (38.8%) did not have a post-baseline objective assessment. Partial responders demonstrated longer median OS (29.0 months) than patients with SD (22.1 months), or those with PD (10.8 months) or those who were not assessed (12.7 months). These results remained after landmark analysis. We found a significant association between ≥30% PSA declines and radiologic response, with ≥30% PSA declines occurring in all patients with CR/PR, 79.8% of patients with SD and 34.4% with PD. Radiologic response remained a significant but modest post-treatment prognostic factor for OS after adjusting for treatment, pain-response and ≥30% PSA-decline (p=0.009). Conclusions: In men with metastatic CRPC and measurable disease receiving chemotherapy, objective tumor response was prognostic for OS, and appears to complement PSA assessment. [Table: see text]
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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 | 0.001 | 0.001 |
| 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".