Table 4 Prevalence of individual ICPC codes (index predictors) and manually verified diagnoses (reference predictors) and measures of misclassification
ICPC codes (index predictors) | Manually verified diagnoses (reference predictors) | Kappa | Sensitivity | Specificity | PPV | NPV | |
|---|---|---|---|---|---|---|---|
Congestive heart failure/LV dysfunction | 28.1 | 18.3 | 56.1 | 54.5 | 95.7 | 83.3 | 84.3 |
Hypertension | 60.8 | 59.9 | 70.9 | 87.8 | 83.3 | 89.1 | 81.6 |
Diabetes | 24.3 | 22.5 | 89.7 | 88.6 | 98.8 | 95.8 | 96.4 |
Stroke/TIA/TE | 18.7 | 16.4 | 75.5 | 74.8 | 97.1 | 85.5 | 94.4 |
Vascular disease | 34.6 | 26 | 60.4 | 63.1 | 93.7 | 84.2 | 82.7 |