Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Comparison of EHR, Curated, and Merged Models for Complicated CDI 2 Days After Diagnosis
| Model | No. of Features | AUROC on Held-Out Set (95% CI) |
|---|---|---|
| Curated | 23 | 0.84 (0.75–0.92) |
| EHR | 900 | 0.90 (0.83–0.95) |
| EHR + curated | 923 | 0.88 (0.81–0.95) |
Abbreviations: AUROC, area under the receiver operating characteristic curve; CDI, Clostridium difficile infection; CI, confidence interval; EHR, electronic health record.
