The Aldosterone Blockade for Health Improvement Evaluation in End-Stage Renal Disease (ACHIEVE) Trial: Rationale and Clinical Research Protocol
Bibliographic record
Abstract
Background: The mineralocorticoid aldosterone may contribute to the risk of cardiovascular morbidity and mortality in patients receiving maintenance dialysis. Whether spironolactone, a mineralocorticoid receptor antagonist, improves outcomes for patients receiving maintenance dialysis is unclear. Objective: To assess the efficacy and safety of spironolactone in patients receiving maintenance dialysis. Design: Placebo-controlled, randomized controlled trial. Setting: Dialysis units. Patients: Patients receiving maintenance dialysis who are adherent to and able to tolerate spironolactone 25 mg daily during an open-label run-in period of at least 49 days were randomized to spironolactone 25 mg daily or matching placebo. Measurements: Randomized participants were followed for the primary outcome of cardiovascular death or hospitalization due to heart failure. Secondary outcomes include cause specific deaths, hospitalization due to heart failure, all-cause death, all-cause hospitalizations, and severe hyperkalemia. All deaths and possible hospitalizations for heart failure were adjudicated. Methods: Eligible participants received open-label spironolactone 25 mg daily for at least 7 weeks during a run-in period. Participants who tolerated and adhered to treatment were randomly allocated to continue spironolactone 25 mg daily or a matching placebo. We followed participants until trial close. Results: The trial began recruitment in 2018 and concluded recruitment in December 2024. Despite a reduced rate of recruitment during the global COVID-19 pandemic 3565 eligible participants were enrolled of whom 2538 were randomized to spironolactone or placebo from 143 dialysis programs. Limitations: Limited funding and the trial was stopped early due to futility to demonstrate an effect. Conclusions: ACHIEVE was designed as a large, simple trial to determine if spironolactone 25 mg daily prevents cardiovascular mortality and heart failure hospitalizations in patients with kidney failure receiving maintenance dialysis. ACHIEVE demonstrates the possibility of conducting large, international, investigator initiated randomized controlled trials for patients with kidney failure receiving dialysis.NCT03020303.
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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 | 0.017 | 0.013 |
| Meta-epidemiology (narrow) | 0.005 | 0.002 |
| Meta-epidemiology (broad) | 0.006 | 0.003 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.004 | 0.006 |
| Insufficient payload (model declined to judge) | 0.040 | 0.010 |
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".