Lyme disease tests are only 50% accurate

A two-year study out of Johns Hopkins (2005) concluded that laboratory tests for Lyme disease were only 50% accurate at best. 

Source:

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1248466/

Note that this is before the culture test from Advanced Laboratory Services was available.