Impact of Increasing Ondansetron Use on Clinical Outcomes in Children With Gastroenteritis
Bibliographic record
Abstract
IMPORTANCE: Ondansetron hydrochloride use in children with gastroenteritis is increasing rapidly; however, little is known about its impact on outcomes. OBJECTIVE: To determine whether increasing emergency department ondansetron use has resulted in a reduction in intravenous rehydration rates. DESIGN, SETTING, AND PARTICIPANTS: Retrospective observational analysis of eligible visits included in the Pediatric Health Information System administrative database. Eligible institutions included 18 emergency departments geographically distributed across the United States, and participants included 804,000 patients aged 0 to 18 years who were diagnosed as having gastroenteritis in an emergency department at an eligible participating institution between January 1, 2002, and December 31, 2011. INTERVENTIONS: The presence or absence of oral ondansetron administration was identified for each patient through database review. Visits were categorized based on institutional ondansetron use: low (<5% administered ondansetron), medium (5%-25%), or high (>25%). MAIN OUTCOMES AND MEASURES: We conducted hospital-level analyses of the associations between ondansetron use and 3 outcomes: intravenous rehydration (primary), hospitalization, and emergency department revisits within 3 days. Time-series regression models were used, adjusting for demographic characteristics, laboratory testing, diagnostic imaging, and rotavirus infection. RESULTS: A total of 804,000 eligible patient visits were identified. Oral ondansetron use increased from a median institutional rate of 0.11% (interquartile range, 0.04%-0.44%) of patient visits in 2002 to 42.2% (interquartile range, 37.5%-49.1%) in 2011 (P < .001). Intravenous rehydration was administered to 43,413 of 232,706 children (18.7%) during the low ondansetron period compared with 59,450 of 334,264 (17.8%) during the high ondansetron period (adjusted percentage change = -0.33%; 95% CI, -1.86% to 1.20%). During the transition from low to high ondansetron use, we observed no change in the hospitalization rate (adjusted percentage change = -0.33%; 95% CI, -0.95% to 0.29%), but emergency department revisits decreased (adjusted percentage change = -0.31%; 95% CI, -0.49% to -0.13%). The change in all 3 outcomes varied widely between low and high ondansetron use categories at an institutional level. Oral ondansetron was provided to 13.5% (95% CI, 13.3% to 13.7%) of children administered intravenous rehydration. CONCLUSIONS AND RELEVANCE: Although ondansetron use increased during the study period, intravenous rehydration rates were unchanged. Most children administered intravenous fluids did not receive oral ondansetron. Our findings highlight the need to focus efforts to administer ondansetron to children at greatest risk for oral rehydration failure.
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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 | 0.009 |
| 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) | 0.001 | 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".