Last week, a 16-month-old boy in Florida tested positive for the new coronavirus, a lab report shows. A few days later, he tested negative at a second lab.

The chief medical officer at the practice where the tests were ordered is betting that the positive result is the right one.

“A false negative is problematic because it tells the patient...