Comparative Effectiveness of Fluticasone Furoate/Umeclidinium/Vilanterol and Budesonide/Glycopyrrolate/Formoterol Fumarate among US Patients with Chronic Obstructive Pulmonary Disease
Bibliographic record
Abstract
INTRODUCTION: Chronic obstructive pulmonary disease (COPD) is associated with exacerbations which can reduce quality of life and increase mortality. Single-inhaler triple therapy (SITT) is recommended for maintenance treatment of COPD among patients experiencing exacerbations despite dual-therapy use. This real-world comparative effectiveness study compared the impact of SITTs, fluticasone furoate/umeclidinium/vilanterol (FF/UMEC/VI), and budesonide/glycopyrrolate/formoterol fumarate (BUD/GLY/FORM), on COPD exacerbations and mortality. METHODS: Medicare Fee-for-Service (FFS) patients with COPD initiated on FF/UMEC/VI or BUD/GLY/FORM were identified from the Komodo Research healthcare claims dataset (01/01/2016-12/31/2023). Overlap weighting based on high-dimensional propensity scores evaluated from patient characteristics was used to adjust for baseline confounding. Primary outcome was annualized rate of moderate-severe COPD exacerbations (per patient-year; PPY) compared using rate ratios (RRs) with 95% confidence intervals (CIs) from weighted Poisson regression models. Secondary and exploratory outcomes were risk of moderate-severe COPD exacerbations and all-cause mortality, respectively, evaluated using Kaplan-Meier analysis and hazard ratios (HR) with 95% CIs from Cox proportional hazard models. A secondary analysis was conducted among a mutually exclusive population with Medicare Advantage, Medicaid, or commercial insurance. RESULTS: Overall, 32,312 FF/UMEC/VI and 12,230 BUD/GLY/FORM Medicare FFS patients were included. After weighting, median follow-up was 9 months. Compared with BUD/GLY/FORM, FF/UMEC/VI users had a 12% lower rate of annualized moderate-severe COPD exacerbations [0.80 and 0.91 PPY; RR (95% CI): 0.88 (0.85-0.92); P < 0.001] and a 10% lower risk of moderate-severe exacerbations at 12 months post-initiation [HR (95% CI): 0.90 (0.87-0.93); P < 0.001], driven by moderate exacerbations. FF/UMEC/VI compared with BUD/GLY/FORM users had 11% lower risk of all-cause mortality at 12 months post-initiation [5.6% vs. 6.4%; HR (95% CI): 0.89 (0.80-0.98); P = 0.020]. Results were consistent among patients with Medicare Advantage, Medicaid, or commercial insurance. CONCLUSIONS: In this real-world comparative effectiveness study, FF/UMEC/VI was associated with significantly lower rate and risk of COPD exacerbations than BUD/GLY/FORM.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 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".