The practical management of patients with gastroesophageal reflux: an Italian survey
Bibliographic record
Abstract
BACKGROUND: Gastroesophageal reflux disease (GERD) is a prevalent medical condition in clinical practice. However, its management is still controversial and debated. An Italian survey involved a group of gastroenterologists in describing their clinical approach.METHODS: A panel of Italian gastroenterologists participated in the survey. The survey included questions concerning professional characteristics and patient management in clinical practice.RESULTS: Sixty-five gastroenterologists completed the questionnaire. GERD diagnosis is usually established by history and PPI Test (commonly for 4 or 8 weeks with a single dose). After reassessment, PPI is usually associated with mucosal protectors, alginates, and antacids. Gastroenterologists were particularly satisfied (88.4%) with the combination of PPI (single dose) plus mucosal protectors, while 43.5 preferred the single PPI approach.CONCLUSIONS: The present Italian survey showed that the work-up in GERD patients is essentially based on history and PPI Trial. After reassessment, PPIs are commonly prescribed, but they are frequently associated with mucosal protectors, alginates, and antacids, preferring the former.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".