Key result
New clinical score predicts 30-day post-cardiac surgery readmission with modest discrimination at ~0.66 AUC.
Why the study?
Hospital readmissions after cardiac surgery are costly and potentially avoidable, motivating development of a predictive clinical score for early readmission.
Does a novel clinical score accurately predict 30-day all-cause readmission in patients undergoing cardiac surgery?
Observational (n=5,148)
No
Does a novel clinical score accurately predict 30-day all-cause readmission in patients undergoing cardiac surgery?
A simple 0-6 point clinical score provides modest discrimination for predicting 30-day all-cause readmission after cardiac surgery.
Answers are grounded in this paper and cite their sources.
May stratify readmission risk after cardiac surgery; leaves open whether implementation improves outcomes in prospective trials.
Hospital readmissions are costly and potentially avoidable. This study aimed to develop and validate a clinical score to predict early readmission. Retrospective analysis of prospectively gathered data over a 10-year period of all patients undergoing cardiac surgery at the Buenos Aires Cardiovascular Institute (n = 5148). Thirty-day readmission was defined as all cause readmission. The scoring model was developed in a randomly selected test set (n = 2529) and was validated on other 2567 patients. Its predictive accuracy was compared by their area under the receiver operating characteristic curve (ROC). P = 0.05 was used for all test. The observed overall frequency of 30-day readmission in the entire sample was 11.7%. The final predictive score ranges between 0 and 6 points. The 30-day readmission rate at each score level in the validation set fell within the 95% confidence intervals of the corresponding frequency in the test set. This demonstrates the validity of the predictive model at all levels of the early readmission score. The frequency of early readmission across all levels in the test set ranged between 4.7 and 24.9%. The area under the ROC curve for the score in the test was 0.663 (95% CI 0.631 to 0.695) and was similar to that in the validation set 0.639. The present study provides a clinical score to predict early readmission after open-heart surgery and validates that score in a comparable population, which can help in planning future interventions to avoid unnecessary readmissions.
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Espinoza et al. (2016) conducted an observational in Cardiac surgery (n=5,148). 30-day readmission predictive score was evaluated on 30-day all-cause readmission (AUC 0.663, 95% CI 0.631 to 0.695). A 0- to 6-point clinical score predicted 30-day all-cause readmission after cardiac surgery with an area under the ROC curve of 0.663 (95% CI 0.631 to 0.695) in the test set.
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