What are the odds of a false positive for syphilis?

The probability of a false positive for syphilis needs to be judged in conjunction with the type of test, such as urine dipstick testing, which can use gold labeling, which usually has a false positive probability of about 1%. In addition, if it is ELISA, there is usually no way to label it, so the false positive probability is below 0.5%.