- false positives
- false negatives
- incidental findings
If there were no such things as incidental findings and tests were 100% sensitive and specific, Google would have automated us a long time ago. At times, it takes the gray matter between the ears to put the head and tail where it belongs.
Here's a recent New York Times article regarding incidental findings and their impact on patient care.