Retropharyngeal and parapharyngeal infections in children: A retrospective analysis
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
OBJECTIVES: To describe presentations, management and outcomes of retropharyngeal and parapharyngeal infections in children presenting to a tertiary care pediatric emergency department. METHODS: A retrospective chart review of children with deep neck infections such as retropharyngeal or parapharyngeal infection from January 2008 to December 2018 was conducted at a pediatric hospital. RESULTS: There were 176 retropharyngeal, 18 parapharyngeal and 6 with both retropharyngeal and parapharyngeal infections treated during the 10-year study period. Males were 60% of the cohort and the mean age was 4.3 (SD: 3.2) years. No significant differences in age or sex ratio or presentations were seen in children with retropharyngeal infections compared with parapharyngeal infections. All received parenteral antibiotics; 42% (84/200) of children underwent surgery and four of them had more than one surgical drainage. Age <12 months and the diagnosis of parapharyngeal infections were associated with significantly higher rates of surgical treatment. Children under 12 months of age were sicker at presentation and had a high complication rate of 23% compared with 1% in the older children (p = 0.002). Seven children had co-existence of Kawasaki disease with deep neck infections. CONCLUSIONS: Early diagnosis of retropharyngeal and parapharyngeal infections especially in infants under a year of age is important as they are more likely to have complications and need surgical management. Most paediatric patients with retropharyngeal and parapharyngeal infections have a phlegmon or very small abscesses and are treated non-operatively with parenteral antibiotics.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| 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 it