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Table 2 Prediction accuracy of models for predicting admission and discharge SOI

From: Measuring case severity: a novel tool for benchmarking and clinical documentation improvement

Discharge SOI

Count of Variables

Prediction Accuracy

False Positive Rate

False Negative Rate

Full model

48

86.17%

6.80%

7.03%

Comorbidity only

30

79.29%

9.79%

10.92%

Body System CCMCC only

18

85.59%

7.28%

7.13%

Admission SOI

Count of Variables

Prediction Accuracy

False Positive Rate

False Negative Rate

Full model

48

85.41%

7.82%

6.77%

Comorbidity only

30

77.50%

11.20%

11.30%

Body System CCMCC only

18

84.82%

8.30%

6.88%