Metastatic Colorectal Cancer Treatment to progression or Not?
Bibliographic record
Abstract
13511 Background: Treatment until progression or planned interruption of first line chemotherapy is common in the therapy for metastatic colorectal cancer and are upon the discretion of the oncologist. A retrospective analysis was performed to determine the impact of these differing therapeutic strategies on overall survival. Methods: Eligible patients were treated between 2002 to 2004 in British Columbia. All patients received chemotherapy with both FOLFOX and FOLFIRI, either first or second line. Records were retrospectively reviewed for treatment interruption, efficacy and toxicity. Overall survival was the primary endpoint. Results: 101 patients were identified. Twenty-three patients who progressed before receiving 8 cycles of chemotherapy and 9 patients who stopped their chemotherapy due to toxicity were excluded. The remaining patients were analyzed for survival. Twenty-three patients were treated to progression of whom 6 received first line FOLFIRI and 17 received first line FOLFOX. The mean number of cycles of first line therapy was was 11.5. Forty six patients received a planned break. Of these, 21pateints received first line FOLFIRI and 25 patients received first line FOLFOX. Mean number of cycles of first line therapy was 9.7. Median survival of patients treated to progression was 16 months compared to 22 months for patients with planned break of therapy (p=0.003). The Hazard ratio was 2.3 (p=0.01) in favor of patients who had a planned break. Uni-variate and multivariate analysis showed no significance of sex, age, site (colon versus rectal), sequence and ECOG status as predictive factors. Conclusion: In this study, patients who were treated until progression with first line chemotherapy with either FOLFOX or FOLFIRI had an inferior survival. Possible explanations for the detrimental hazard ratio for patients treated to progression are decreasing reserve for second line therapy when first line therapy is prolonged and increasing resistance to 5-FU based therapy with prolonged exposure. As this is a retrospective, observational study, other variables not captured by the modeled covariates that may have influenced results. This data suggests that treating to best response and then allowing a break does not detrimentally affect survival. No significant financial relationships to disclose.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".