A cost-effectiveness analysis of the application of nitric oxide versus oxygen gas for near-term newborns with respiratory failure: Results from a Canadian randomized clinical trial
Bibliographic record
Abstract
OBJECTIVE: To conduct a cost-effectiveness analysis of the use of inhaled nitric oxide (NO) vs. oxygen administered to near-term (gestational age > or =34 wks) newborns with severe respiratory illness that were referred for consideration of extracorporeal membrane oxygenation (ECMO). DESIGN: The cost-effectiveness analysis is based on outcome and utilization data from two multicentered randomized clinical trials conducted by the Canadian Inhaled Nitric Oxide Study group, one for patients with congenital diaphragmatic hernia (CDH) and one for patients without CDH. Data from the western Canadian ECMO center were used to establish costs. SETTING: Patients were cared for in Canadian regional neonatal intensive care units, including two ECMO centers. Air transport was used for transporting patients between centers. PATIENTS: Term and near-term newborns with severe respiratory illness who were receiving maximum conventional therapy and whose oxygenation index was >40. INTERVENTIONS: Patients randomly received NO or oxygen. If their conditions deteriorated, they qualified for ECMO. Not all that qualified for ECMO received it because of individual parent/ physician preferences. MEASUREMENTS AND MAIN RESULTS: The cost-effectiveness ratio was the ratio of net cost (including neonatal intensive care, ECMO, and transport) to net outcome (survival) for the two interventions. For non-CDH cases, the cost-effectiveness ratio was $36,613 (Canadian) per life saved; the confidence intervals were wide and the results were not statistically significant. For CDH patients, the death rate was lower for oxygen and the oxygen patients cost less; the results were not statistically significant. CONCLUSIONS: The small numbers of patients in the trials precluded significant results. Further, our results have a short-term time horizon (discharge to home or death). Thus, for non-CDH patients, the favorable ratio provides very qualified evidence in favor of NO.
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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 | 0.002 | 0.021 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".