Factors Associated With Chemotherapy-Induced Vomiting Control in Pediatric Patients Receiving Moderately or Highly Emetogenic Chemotherapy: A Pooled Analysis
Bibliographic record
Abstract
PURPOSE: To identify factors associated with chemotherapy-induced vomiting (CIV) control in pediatric patients receiving highly emetogenic chemotherapy (HEC) or moderately emetogenic chemotherapy (MEC). MATERIALS AND METHODS: An individual, patient-level, pooled analysis was performed using data from five clinical trials of aprepitant or fosaprepitant in pediatric patients receiving HEC or MEC. The proportion of individuals who experienced no vomiting (complete CIV control) during the phase of interest was the primary study end point. The association of acute-phase complete CIV control (from first chemotherapy dose to 24 hours after the last chemotherapy dose of the chemotherapy block) with age, sex, race, cancer type, acute-phase duration, and antiemetic regimen was examined. Association of the same factors and acute-phase complete CIV control with complete CIV control in the delayed phase (end of acute phase until ≤ 96 hours later) was examined. RESULTS: A total of 735 patients (mean age, 8.9 years; range, 0.3 to 17.9 years) were included in the acute-phase analysis. Acute-phase complete CIV control was less likely in older patients (relative risk [RR], 0.97 per year; 95% CI, 0.96 to 0.98 per year) and longer acute-phase duration (RR, 0.89 per day; 95% CI, 0.84 to 0.94 per day). Receipt of ondansetron plus aprepitant or fosaprepitant was associated with a higher likelihood of acute-phase complete CIV control versus ondansetron alone (RR, 1.28; 95% CI, 1.09 to 1.50). Delayed-phase complete CIV control was more likely in patients with acute-phase complete CIV control (RR, 1.19; 95% CI, 1.06 to 1.34) and in those who received aprepitant or fosaprepitant. CONCLUSION: Younger age, shorter acute-phase duration, and antiemetic regimen were associated with acute-phase complete CIV control in pediatric patients receiving HEC or MEC. Acute-phase complete CIV control and antiemetic regimen were associated with delayed-phase complete CIV control.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| 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) | 0.000 | 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".