Spironolactone Utilization among Patients with Reduced and Preserved Ejection Fraction Heart Failure
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Background: Spironolactone is a mineralocorticoid receptor antagonist indicated for the management of heart failure with reduced ejection fraction (HFrEF). In a previous clinical trial, spironolactone significantly lowered the incidence of heart failure (HF) hospitalizations among HF patients with preserved ejection fraction (HFpEF). Real world utilization of spironolactone in HFrEF and HFpEF is unknown. Methods: We conducted a retrospective cohort study using data from FDA’s Sentinel System. We identified patients with HFrEF or HFpEF using diagnosis and procedure codes from a previously validated algorithm. We required patients to be continuously enrolled in the 183 days prior to HF diagnosis. Follow-up started on the day of HF diagnosis and ended at the earliest occurrence of a spironolactone dispensing, disenrollment, death, or end of data. We calculated the proportion of spironolactone utilization, and for those initiating treatment, we estimated the dose and duration of the first continuous treatment episode. Results: Among 2,009,529 HFrEF patients, 57.8% were male, and mean age was 73.8 ± 12.1 years. Among 9,257,514 HFpEF patients, 42.7% were male, and mean age was 73.0 ± 12.1 years. The proportion of spironolactone utilization following HFrEF diagnosis was 20.7% versus 7.6% after HFpEF. The median time (days) to initiation of spironolactone after HFrEF diagnosis was 90 (IQR: 19–385) versus 286 (IQR: 57–851) after HFpEF diagnosis. The median duration (days) of first treatment episode in HFrEF patients was 120 (IQR: 44–321) and 114 (IQR: 32–301) for HFpEF patients. The median dose was similar (25 mg/day) for both HF cohorts. Conclusion: Findings of low real-world utilization of spironolactone from our large, geographically, and demographically diverse multi-site study in the US are consistent with reports from smaller studies in the literature. Similar spironolactone dosing and duration were observed in both the HFpEF and HFrEF cohorts. Future research characterizing spironolactone treated and untreated HFpEF cohorts will be needed to identify treatment gaps.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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