The Prognostic Significance of Pretreatment Leukocytosis in Patients With Anal Cancer Treated With Radical Chemoradiotherapy or Radiotherapy
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: There are emerging data showing the prognostic significance of pretreatment leukocytosis in patients with cervical cancer; it is generally associated with adverse outcome. However, the prognostic impact of leukocytosis in patients with anal cancer has not been previously reported. OBJECTIVE: The purpose of this study was to assess the relationship between pretreatment leukocytosis and clinical outcomes in patients with anal cancer treated with radical chemoradiotherapy or radiotherapy. DESIGN: This is a retrospective cohort study. SETTING AND PATIENTS: One hundred twenty-six patients with invasive anal canal cancer, treated with radical chemoradiotherapy or radiotherapy between 2000 and 2008 at 2 major tertiary cancer centers, were evaluated. MAIN OUTCOME MEASURES: The primary outcomes were disease-free and overall survival. RESULTS: Median follow-up was 24 months. Pretreatment leukocytosis (white blood cell count >10 × 10/L) was identified in 15.9% (20/126) of patients. After adjusting for sex, tumor size, and stage in a multivariate analysis, leukocytosis remained significantly associated with worse disease-free survival (HR, 2.2; 95% CI, 1.1-4.8; p = 0.045) and worse overall survival (HR, 2.9; 95% CI, 1.1-7.9; p = 0.036). Patients with both leukocytosis and anemia (pretreatment hemoglobin <125 g/L) had the worst prognosis: 2-year disease-free survival 42.1% versus 72.9% for patients without these factors (HR, 2.7; 95% CI, 1.1-6.8; p = 0.033); 2-year overall survival 60.9% versus 89.8% (HR, 4.5; 95% CI, 1.5-13.2; p = 0.006). LIMITATIONS: The study was limited by its retrospective nature and lack of patients with multiple hematologic abnormalities (ie, both anemia and leukocytosis). HIV status was unable to be evaluated. CONCLUSIONS: Pretreatment leukocytosis in patients with anal cancer is associated with significantly worse disease-free and overall survival, which appears to be exacerbated with the presence of pretreatment anemia.
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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) | 0.000 | 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) | 0.000 | 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 it