A positive medical test doesn't always mean a disease is likely
~2% in this example
Imagine a disease affecting one person in a thousand. A test catches every real case but incorrectly flags 5% of healthy people. Among those who test positive, only about 2% actually have the disease. False positives can outnumber true positives when a condition is rare, even if the test seems highly accurate.