Intussusception in Children Presenting to the Emergency Department
Bibliographic record
Abstract
A retrospective chart review of children diagnosed with intussusceptions from March 2005 to March 2007 was conducted at a tertiary care pediatric hospital. There were 152 children with 170 episodes of intussusceptions during the study period. Around one third (30%) of children diagnosed with intussusceptions had a concurrent infection. There were 114 large bowel intussusceptions, with a mean age of 27 months (SD = 25) and a success rate of 91% for air enema reductions. Bowel resection was performed in 8.8% of children with large bowel intussusceptions. Small bowel intussusceptions (n = 38) were associated with gastrostomy tubes in 42% (n = 16) of patients, and 81% needed tube shortening. The varying age range of many children diagnosed with intussusceptions and the high incidence of intercurrent illnesses and fever in our study alert health professionals to suspect intussusceptions in children presenting with abdominal pain or crying.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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 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".