Budget Impact Analysis of Using Omeprazole Immediate-Release Oral Suspension in Replace of Intravenous Pantoprazole in Critically Ill Patients
Bibliographic record
Abstract
OBJECTIVES: The aim of the present study was to estimate the financial consequence of using omeprazole immediate-release (IR) oral suspension versus pantoprazole intravenous infusion for preventing stress-related upper gastrointestinal bleeding in critically ill patients from the perspective of the health care system. METHODS: An Excel-based model was developed to compare the cost of prevention of upper gastrointestinal bleeding early after intensive care admission using the current intravenous (IV) pantoprazole formulation versus omeprazole IR oral suspension. Total costs included the cost of acid suppressive drugs and related clinical outcomes. Inputs were obtained from a local clinical trial, the Ministry of Health database, insurance organizations, hospital and pharmacy registries, the relevant literature, and expert opinion. The robustness of the input data was investigated by one-way sensitivity analysis. The model was developed based on the results of a randomized control trial (RCT), in which experimental and control groups received omeprazole and pantoprazole, respectively. RESULTS: According to the proposed model, the cost of gastrointestinal (GI) bleeding prevention using pantoprazole IV was US$ 950,000 while US$ 750,000 was spent on receiving omeprazole oral suspension. These costs led to the annual cost-saving of almost US$ 200,000 (US$4 per member, per month) for the health care system. CONCLUSIONS: In the present study, a budget impact analysis was performed to assess the financial consequences of using omeprazole IR oral suspension in place of pantoprazole IV for prevention of upper gastrointestinal bleeding. The better preventive effect of omeprazole IR oral suspension when compared with conventional therapy using pantoprazole IV was the major reason for the final comparative budgetary savings.
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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 | 0.005 | 0.014 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".