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Record W4402582064 · doi:10.1136/wjps-2024-000862

Pullthrough pitfalls in treating Hirschsprung disease

2024· article· en· W4402582064 on OpenAlexaff
Kristy L. Rialon, Jacob C. Langer

Bibliographic record

VenueWorld Journal of Pediatric Surgery · 2024
Typearticle
Languageen
FieldMedicine
TopicCongenital gastrointestinal and neural anomalies
Canadian institutionsHospital for Sick Children
Fundersnot available
KeywordsHirschsprung's diseaseDiseaseMedicinePathology

Abstract

fetched live from OpenAlex

Complications after a pullthrough for Hirschsprung disease can occur either early or late in the postoperative period. A small number of these patients may require reoperation, with rates varying from 3% to 28% at a large volume colorectal center. 1 2 Indications for reoperation include stricture, leak, fistula, transition zone pullthrough or retained aganglionosis, retained Soave cuff, or a Duhamel spur. Some of these may manifest as obstructive symptoms or constipation, which can be seen in 11% to 42% of patients.3 Other patients may develop soiling and fecal incontinence, which can be caused by sphincter injury during surgery or by loss of the dentate line.4 In a review of 46 redo pullthroughs, 71% occurred because of aganglionosis or a transition zone pullthrough, 19% from stricture or obstruction by the Duhamel pouch, and 8% from a tight Soave cuff.2 The choice of pullthrough, whether a Swenson, Yancey-Soave, or Duhamel, does not influence the rate of complication but rather each has its own unique pitfalls to avoid.5 The timing of surgery, whether performed as a neonate or delayed into infancy, continues to be debated, with a large study from the Pediatric Colorectal and Pelvic Learning Consortium (PCPLC) showing no difference in anastomotic or cuff stricture, Duhamel spur, or transition zone pullthrough, and several others showing higher rates of stricture and leak when repairs are done in the neonatal period.6 7 In this review, we discuss avoidable pitfalls during the pullthrough procedure and provide guidance for identification and prevention.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0000.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.001

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.

Opus teacher head0.029
GPT teacher head0.274
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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".

Quick stats

Citations2
Published2024
Admission routes1
Has abstractyes

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