Predictive Factors of Long-Term Stay in the ICU after Cardiac Surgery: Logistic CASUS Scor

82 patients submitted to cardiac surgery with extracorporeal circulation were studied to test predictive factors for ICU stay length. The Logistic CASUS Score on the second postoperative day showed an area under the ROC curve of 0.723, performing better than serum bilirubin dosage. The study was authored by Marcio Fernandes Pimentel and is available via Open Access.

Use Cases

• Predicting ICU length of stay based on the Logistic CASUS Score mentioned in the description
• Evaluating the predictive power of serum bilirubin levels for postoperative outcomes
• Comparing the efficacy of different clinical variables, such as extracorporeal circulation time, for risk stratification

Strengths

• Includes data from 82 patients, with 40 in one group and 42 in another, providing a basis for comparison
• Reports specific statistical results, including ROC curve areas of 0.708 and 0.723 for key predictive factors

Limitations

• Row count is unknown, which may limit suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download
• Last update date is unknown; freshness unverified

Provenance

Source

Marcio Fernandes Pimentel via paperswithcode

Collection Method

Clinical study of patients submitted to cardiac surgery with extracorporeal circulation.