Timing of Cardiac Resynchronization Therapy Following Stable Medical Therapy in Patients With Heart Failure
Bibliographic record
Abstract
BACKGROUND: Guidelines' recommendations for cardiac resynchronization therapy (CRT) implantation in selected patients with heart failure (HF) exist. However, data on the best timing for CRT implantation after the achievement of stable medical therapy (SMT) and its association with outcomes are currently lacking. OBJECTIVES: The aim of this study was to investigate the timing of CRT implantation after the achievement of SMT, associated patient profiles, and clinical outcomes in a real-world HF population. METHODS: Patients with HF treated with SMT derived from the Swedish ICD and Pacemaker Registry who received CRT between 2007 and 2020 were included in the study. Patient characteristics associated with a shorter or longer time to CRT implantation were assessed using multivariable logistic regression, and associations between the time from SMT to CRT implantation and clinical outcomes (mortality and morbidity) were analyzed using multivariable Cox regression. RESULTS: Of the 9,409 patients, 43.8% received CRT at <3 months of achieving SMT, 34.9% between 3 and 9 months, and 21.3% after 9 months. The time from SMT to CRT implantation decreased significantly over the study period. Independent determinants of shorter time to implantation included recent HF hospitalization, previous implantation of a defibrillator, and greater use of guideline-directed medical therapy, whereas a history of HF >6 months and ischemic heart disease were associated with a longer time. After adjustments, there was a 9% lower risk of cardiovascular death with a shorter time from SMT to CRT implantation of <3 months vs 3-9 months (P = 0.045). A delayed time of >9 months vs 3-9 months was associated with a 13% higher risk of cardiovascular death/HF hospitalization, a 12% higher risk of cardiovascular death (P = 0.040), and an 11% higher risk of first HF hospitalization (P = 0.013). CONCLUSIONS: Time from the achievement of SMT to CRT implantation decreased over the study period. Delayed CRT implantation beyond 3 months was associated with higher cardiovascular mortality compared with earlier implantation after GDMT optimization.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".