While PPV is a valuable metric, it has limitations. It does not provide information about the test's ability to detect all cases of cancer (true negatives) and can be misleading in populations with low disease prevalence. PPV should be considered alongside other metrics, such as negative predictive value (NPV), sensitivity, and specificity, to provide a comprehensive assessment of a test's accuracy.
