Test measures that it is possible to calculate or estimate by each validation technique
Technique | PPV | NPV | Sensitivity | Specificity |
Manual validation of physical records | Can be calculated | Can be calculated | Can be calculated | Can be calculated |
Questionnaires for healthcare practitioners or patients | Can be calculated | Can be calculated | ||
Validation of machine-learning algorithms | Can be calculated | Can be calculated | Can be calculated | Can be calculated |
Comparison to an external database (complete overlap) | Can be calculated | Can be calculated | Can be calculated | Can be calculated |
Comparison of rates in a comparable population | Estimate only | Estimate only | ||
Internal validation using additional parameters | Estimate only | Estimate only | ||
Internal validation using free text in the database | Estimate only | Estimate only | ||
Sensitivity analyses using restrictive algorithms |