Eosinophilic Esophagitis in Children Needing Emergency Endoscopy for Foreign Body and Food Bolus Impaction
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: The objective of this study was to examine the prevalence of eosinophilic esophagitis (EoE) in children presenting with esophageal foreign body (FB)/food bolus impaction. METHODS: A retrospective chart review for all children who underwent endoscopic esophageal FB extraction at the Stollery Children's Hospital between January 2005 and December 2008 was performed. The prevalence of EoE and characteristics of children who had EoE were documented. RESULTS: A total of 140 children (mean age, 4.98 [SD, 4] years; range, 0.3-16.9 years; 81 boys) had esophageal FB/food impaction and needed endoscopic removal over the study period. Eleven children (mean age, 9.38 [SD, 5.35] years; range, 1.9-16.2 years; 8 boys) were diagnosed with EoE (8%). Seven (39%) of 18 children with food impaction were diagnosed with EoE. Four (3%) of 122 children with esophageal foreign bodies other than food had EoE. CONCLUSIONS: Considerable number of children with esophageal FB/food bolus impaction may have EoE. Routine sampling of esophageal mucosa at different levels during esophageal FB extraction may be considered. Well-designed prospective studies with multiple-level esophageal biopsies taken from all children with FB/food impaction are needed to confirm our results.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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 it