Overview of Recent Trends in the Management of Metastatic Anal Cancer
Bibliographic record
Abstract
Anal cancer is a relatively rare gastrointestinal tumor with roughly 7,000 new cases per year. Metastatic anal cancer as an initial presentation occurs in 10-20% of the patients. Treatment for localized disease is well established with concurrent chemoradiation (CCR) therapy as the standard of care; however, metastatic anal cancer remains a therapeutic challenge. National Comprehensive Cancer Network (NCCN) guidelines recommend systemic chemotherapy as the initial choice of treatment for metastatic anal disease. NCCN also recognizes the fact that there are limited data to influence the management of metastatic anal cancer but that some evidence suggests flouropyrimidine and cisplatin as the initial choice of treatment outside the setting of clinical trial. If the patient fails this regimen, options become limited with no strong level I evidence available to guide the treatment. We present two cases of metastatic anal cancer and discuss the potential treatment strategies after failing the initial systemic chemotherapy.
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.
How this classification was reachedexpand
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 | 0.001 | 0.000 |
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".