Fact checking Boris Johnson’s claim that airport testing would only catch 7% of cases

Boris Johnson rejected industry calls to replace quarantines with airport testing last week, saying that tests would only catch 7% of cases. Where does this statistic come from and does it stand up to scrutiny?