Bibliographic record
Abstract
Meckel's diverticulum is a congenital abnormality of the distal ileum associated with failed vitelline duct closure. Detailed pathological studies have estimated its frequency to be about 2% of the general population, and it has been anecdotally recorded in patients with Crohn's disease. Most patients with Crohn's disease have imaging studies of the small intestine during the course of their disease, and often, an intestinal resection. Thus, it seems possible to estimate the prevalence of Meckel's diverticula in Crohn's disease. In addition, patient characteristics may be important, especially if management of Crohn's disease is altered. Of 877 patients with Crohn's disease, 10 (about 1%) had a Meckel's diverticulum diagnosed, including six men and four women. All were diagnosed with Crohn's disease before age 50 years and seven were diagnosed before age 30 years. There were five with ileocolonic disease, two with colon-only disease and three with ileum-only disease. The clinical behaviour of five patients could be classified as penetrating and two as stricturing. A total of 311 patients had an ileocolonic resection, including eight (about 2%) with a Meckel's diverticulum. In contrast to some case reports, no heterotopic mucosa was detected and the Meckel's diverticulum was incidental and, apparently, an unexpected finding. In each case, the diverticulum was not involved with Crohn's disease but was included in the ileal resection. These results suggest that the overall prevalence of a Meckel's diverticulum is not increased in Crohn's disease but may result in resection of additional small intestine.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".