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Stockholders' Equity - Stock Option Activity (Details)
3 Months Ended
Mar. 31, 2020
USD ($)
$ / shares
shares
Number of shares  
Beginning balance outstanding (in shares) | shares 3,458,447
Granted (in shares) | shares 566,815
Exercised (in shares) | shares (60,186)
Forfeited (in shares) | shares (2,343)
Ending balance outstanding (in shares) | shares 3,962,733
Vested and expected to vest (in shares) | shares 3,954,064
Exercisable (in shares) | shares 1,958,757
Weighted average exercise price  
Beginning balance outstanding (in dollars per share) | $ / shares $ 10.19
Granted (in dollars per share) | $ / shares 51.12
Exercised (in dollars per share) | $ / shares 10.46
Forfeited (in dollars per share) | $ / shares 13.98
Ending balance outstanding (in dollars per share) | $ / shares 16.04
Vested and expected to vest (in dollars per share) | $ / shares 16.07
Exercisable (in dollars per share) | $ / shares $ 7.48
Weighted average contractual term  
Outstanding (in years) 8 years
Vested and expected to vest (in years) 8 years
Exercisable (in years) 6 years 4 months 24 days
Aggregate intrinsic value  
Outstanding (in dollars) | $ $ 171,744,639
Vested and expected to vest (in dollars) | $ 171,248,106
Exercisable (in dollars) | $ $ 100,572,453