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. 2020 May 20;12:477–483. doi: 10.2147/CLEP.S230677

Table 3.

Validity and Accuracy Measurements of the Three Different Algorithms Based on Different Data Sources

Algorithm
1 2 3
Data source Inpatient: ICD-9 codes
Outpatient: ICD-9 codes and supporting free text
Inpatient: ICD-9 codes
Outpatient: ICD-9 codes
Inpatient: ICD-9 codes
Sensitivity 85.4% 82.9% 70.7%
Specificity 95.0% 95.0% 96.9%
PPV 81.4% 81.0% 85.3%
NPV 96.2% 95.6% 92.8%

Abbreviations: PPV, positive predictive value; NPV, negative predictive value.