Table 3.
AUC for FAERS and NYP/CUMC EHR before and after confounding adjustment
| ADR | FAERS | NYP/CUMC EHR | ||
|---|---|---|---|---|
| Unadjusted | Adjusted | Unadjusted | Adjusted | |
| Acute renal failure | 0.50 | 0.89* | 0.58 | 0.61 |
| Acute liver injury | 0.50 | 0.70* | 0.55 | 0.45 |
| Acute myocardial infarction | 0.48 | 0.65* | 0.44 | 0.53 |
| Upper GI bleed | 0.49 | 0.83* | 0.48 | 0.54 |
| Total | 0.49 | 0.75* | 0.55 | 0.51 |
Unadjusted: signal scores (one-sided p values) are not adjusted for the confounding effect
Adjusted: signal scores (one-sided p values) are adjusted for the confounding effect
The bold values indicate the highest AUC performance but not necessarily significantly higher than comparators except for those also marked with * where the performance difference is statistically significant
ADR adverse drug reaction, AUC area under the receiver operator characteristics curve, EHR Electronic health record, FAERS FDA Adverse Event Reporting System, NYP/CUMC New York Presbyterian Hospital at Columbia University Medical Center