A139 EARLY VIDEO CAPSULE ENDOSCOPY VERSUS COLONOSCOPY FOLLOWING NEGATIVE ESOPHAGOGASTRODUDENOSCOPY IN PATIENTS WITH SUSPECTED UPPER GASTROINTESTINAL BLEEDING: PRELIMINARY DATA FROM A RANDOMIZED CONTROLLED TRIAL
Bibliographic record
Abstract
Abstract Background Esophagogastroduodenoscopy (EGD) is recommended for initial endoscopic evaluation of patients with suspected upper gastrointestinal bleeding (UGIB). When this is negative, the standard recommendation is to perform a colonoscopy, despite low diagnostic yield of less than 5%. In these patients, the question remains as to whether small bowel investigations would be of higher yield prior to colonoscopy. Aims To compare the diagnostic yield between early video capsule endoscopy (VCE) versus colonoscopy after a negative EGD in patients with suspected UGIB. Methods This is preliminary data from a prospective randomized control trial (RCT) of adult patients with suspected UGIB (melena and hemoglobin drop of more than 20 g/L within 48 hours of admission). Patients at a single centre were enrolled prior to initial EGD; those with negative EGD were included and randomized to either colonoscopy (next day) or early VCE (immediately after EGD). Patients with a confirmed source of bleeding in their group required no further testing, but those without underwent further testing with the alternative (VCE or colonoscopy). We evaluated patient outcomes, including bleeding localization time, hospitalization duration, procedure count, complications and rebleeding rates. Results A total of 19 adult patients have been enrolled, of which 12 had negative EGD and were randomized to either VCE or colonoscopy, with six patients in each arm (Figure 1). In the VCE group, 100% (6/6) of patients had bleeding sources detected by early VCE, with 50% (3/6) of them undergoing endoscopic treatment. In the colonoscopy group, only one patient had a positive finding (1/6), the rest underwent subsequent VCE. The VCE identified the bleeding source in 80% (4/5) of patients with negative colonoscopy. Patient are outlined in Table 1. Conclusions Based on our preliminary data, the diagnostic yield of early and subsequent VCE was higher when compared to colonoscopy after initial negative EGD in patients with suspected UGIB. Table 1. Summary of findings and patient outcomes Funding Agencies Medtronic Canada (Brampton, ON, CA) will provide the video capsule in the treatment group. This is the only equipment funding required in this study.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.004 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".