Interestingly, 37 also shows up in the Optimal Stopping / Secretary Problem.
1/e ≈ 0.36787944And prime numbers are prime numbers regardless of base.
(That 100 would be chosen as a convenient scaling factor for our notion of “percent” only in base 10 is true, but a separate point.)
1000 is arbitrary of course, but the bigger the number the closer to 1/e.
See "Bernoulli trials"