Early COPD Exacerbation Treatment with Combination of ICS and LABA for Patients Presenting with Mild-to-Moderate Worsening of Dyspnea
Bibliographic record
Abstract
This is a proof of concept study that aims to establish feasibility and safety of a new strategy that includes an action plan for early treatment of acute exacerbations of COPD (AECOPD) with doubling dose of a combination of a long-acting beta2 agonist and an inhaled corticosteroid, and to explore its potential for avoiding the requirement of prednisone and its safety. Thirty-seven COPD outpatients with previous exacerbations were enrolled and followed-up for 12 months. The written action plan included a standing prescription to be used in the event of an AECOPD: Antibiotic, for 5 days (for purulent exacerbations) and doubling a combination of Salmeterol and Fluticasone Propionate for 10 days. The primary outcome was "treatment success" defined as "no need of prednisone within 30 days of the onset." Twenty-seven patients experienced an AECOPD and doubled their combination dose. Among the 27 patients, there were 21 patients (78%) who did not require prednisone, and none of those had cardiovascular events, pneumonia, ER and hospital admissions. We have assessed that an early treatment of AECOPD with doubling the dose of a combination of Salmeterol and Fluticasone Propionate appears to be safe, well-tolerated and adhered to, and results in no requirement of systemic corticosteroid in a large proportion of patients presenting with mild-to-moderate worsening of dyspnea. This trial has the potential to change the approach of treatment of AECOPD and reduce the use of oral corticosteroids.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".