Intussusception in Children Presenting to the Emergency Department
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
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.
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 | 0.000 | 0.000 |
| 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 | 0.001 |
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