Severe Exacerbations and Decline in Lung Function in Asthma
Why this work is in the frame
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Bibliographic record
Abstract
RATIONALE: To evaluate the association between asthma exacerbations and the decline in lung function, as well as the potential effects of an inhaled corticosteroid, budesonide, on exacerbation-related decline in patients with asthma. OBJECTIVES: To determine whether severe asthma exacerbations are associated with a persistent decline in lung function. METHODS: The START (inhaled steroid treatment as regular therapy in early asthma) study was a 3-year, randomized, double-blind study of 7,165 patients (5-66 yr) with persistent asthma for less than 2 years, to determine whether early intervention with low-dose inhaled budesonide prevents severe asthma-related events (exacerbations requiring hospitalization or emergency treatment) and decline in lung function. MEASUREMENTS AND MAIN RESULTS: There were 315 patients who experienced at least one severe asthma exacerbation, of which 305 were analyzable, 190 in the placebo group and 115 in the budesonide group. In the placebo group, the change in post-bronchodilator FEV(1) % predicted from baseline to the end of the study, in patients who did or did not experience a severe exacerbation was -6.44% and -2.43%, respectively (P < 0.001). A significant difference was seen in both children and in adults, but not in adolescents. In the budesonide group, the change in the post-bronchodilator FEV(1) % predicted in patients who did or did not experience a severe exacerbation was -2.48% and -1.72%, respectively (P = 0.57). The difference in magnitude of reduction afforded by budesonide, in patients who experienced at least one severe asthma-related event compared with those who did not, was statistically significant (P = 0.042). CONCLUSIONS: Severe asthma exacerbations are associated with a more rapid decline in lung function. Treatment with low doses of inhaled corticosteroid is associated with an attenuation of the decline.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it