A CASE STUDY UTILIZING AN ENTERAL REFEEDING TECHNIQUE IN A PREMATURE INFANT WITH SHORT BOWEL SYNDROME
Bibliographic record
Abstract
Premature and full-term infants may be born with congenital abnormalities or develop acquired lesions of the gastrointestinal tract that require the placement of an enterostomy. Enterostomies can result in significant segments of excluded small bowel, creating a functional short bowel syndrome. Infants with enterostomies can develop dehydration, electrolyte imbalance, and failure to thrive. An illustrative case report of a premature infant with short bowel syndrome treated with enteral refeedings via a mucous fistula is presented. This report highlights the lessons learned from the interdisciplinary team's collective 10-year experience with enteral refeeding in infants with enterostomies. The physiologic basis for this approach is reviewed and literature reports are outlined. The specific nursing care and step-by-step techniques to deliver enteral refeeding through the mucous fistula are provided along with implications for clinical practice, education, and research.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".