Balancing these metrics involves understanding the context and purpose of the test. For instance, in a screening program for a highly contagious disease, higher sensitivity might be prioritized to identify as many cases as possible. On the other hand, for a confirmatory test, higher specificity might be prioritized to avoid unnecessary treatments.
