Gastroscopy for dyspeptic symptoms in patients <65 years has a low yield of clinically important findings: a retrospective study
Bibliographic record
Abstract
Background: Dyspepsia is a common, generally low-risk gastrointestinal condition. The American College of Gastroenterology and Canadian Association of Gastroenterology recommend avoiding gastroscopy in healthy patients <60 years old. Many dyspeptic patients can be effectively managed in primary care. This study aimed to determine: (1) the proportion of gastroscopies performed for dyspepsia among patients <65 years old with no alarm symptoms or clinically appropriate indications and (2) to determine the frequency of clinically actionable findings and dyspepsia-related healthcare utilization in the year following gastroscopy. Methods: Outpatient endoscopy reports were sampled and reviewed retrospectively from 2019 to -2021 in Edmonton, Alberta to identify gastroscopies performed for the indication of dyspepsia. Gastroscopies were considered low-risk for significant endoscopic findings if age <65, no alarm symptoms or other concerning indications, and insufficient evidence that first-line treatments and diagnostic approaches had been tried prior to gastroscopy. Clinically important findings were defined as those impacting management, not otherwise identifiable non-invasively. Results: Of the 358 reviewed gastroscopies for dyspepsia, 293 (81.8%) had no alarm symptoms, and 130 (36.3%) had no alarm symptoms or other appropriate indications. Clinically important findings were identified in 9 (6.9%) of the 130 low-risk cases. In the year following, one patient (1/130) visited the emergency department 3 times for their symptoms and no patients required hospital admission. No malignancies were detected. Conclusions: Many gastroscopies are performed on patients <65 years old with dyspepsia, even when they lack alarm symptoms or other clinical indications, despite recommendations against this practice and low procedure yield. Strategies to improve the uptake of current guidelines may optimize endoscopy resource utilization.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".