Management and outcomes of paediatric ileocolic intussusception at a paediatric tertiary care hospital: A retrospective cohort study
Bibliographic record
Abstract
BACKGROUND: Rapid reduction of ileocolic intussusception is important to minimize the compromise in blood flow to the affected bowel segment. This study aimed to quantify the potentially modifiable time between diagnosis and initiation of pneumatic reduction, identify factors associated with delays, and characterize the outcomes of pneumatic reduction in a recent cohort. METHODS: This retrospective observational study occurred at a tertiary care paediatric hospital with a consecutive sample of all children with ileocolic intussusception September 2015 through September 2018. The primary outcome was the time between ultrasound diagnosis of intussusception and the beginning of pneumatic reduction. Independent variables were age of the patient, time of day of arrival, transfer from another facility, and intravenous access prior to ultrasound. Outcomes of pneumatic reduction were expressed as proportions. RESULTS: There were 103 cases of ileocolic intussusception (among 257,282 visits) during the study period. The median time between diagnostic confirmation and initiation of reduction was 36 minutes. This was shorter for transferred patients and children with intravenous access prior to ultrasound. One perforation was identified at the beginning of reduction, without hemodynamic instability. Six children (5.8%) underwent either open (n=4) or laparoscopic surgery (n=2) for reduction failure. CONCLUSION: The median delay between diagnosis and initiation of reduction at this paediatric hospital was short, especially among patients transferred with a suspicion of intussusception and children with intravenous access prior to diagnosis. Complications from pneumatic reduction were infrequent.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| 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 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".