No such thing
The latest stage of syphilis
is tertiary; there is no "quaternary" stage.
Untreated syphilis almost never is fatal, but once in a while it can cause serious illness with disabling complications. If you think you have syphilis or have been diagnosed with it, follow your doctor's advice about treatment and follow-up.