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Stock-Based Compensation - Stock Option Activity (Details) - Options - USD ($)
$ / shares in Units, $ in Thousands
9 Months Ended 12 Months Ended
Sep. 30, 2019
Dec. 31, 2018
Number of Shares    
Outstanding, beginning balance (in shares) 2,744,153  
Options granted (in shares) 361,800  
Options forfeited (in shares) (11,250)  
Options exercised (in shares) (2,581)  
Outstanding, ending balance (in shares) 3,092,122 2,744,153
Options vested and exercisable (in shares) 2,058,172  
Weighted Average Exercise Price per Share    
Outstanding, beginning balance (in dollars per shares) $ 2.33  
Options granted (in dollars per share) 9.95  
Options forfeited (in dollars per shares) 8.45  
Options exercised (in dollars per shares) 0.41  
Outstanding, end balance (in dollars per shares) 3.20 $ 2.33
Options vested and exercisable (in dollars per shares) $ 1.53  
Options    
Intrinsic value, Outstanding, beginning balance $ 7,411  
Intrinsic value, Outstanding, end balance 14,431 $ 7,411
Intrinsic value, vested and exercisable $ 11,995  
Weighted average remaining contractual life, Outstanding, Beginning 8 years 2 months 12 days 8 years 9 months 18 days
Weighted average remaining contractual life, granted 9 years 7 months 6 days  
Weighted average remaining contractual life, vested and exercisable 8 years