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Nature of the Business and Basis of Presentation (Details) - USD ($)
$ in Thousands
1 Months Ended 3 Months Ended 9 Months Ended
Jul. 20, 2018
Jul. 31, 2018
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Sep. 30, 2019
Sep. 30, 2018
Jan. 01, 2019
Dec. 31, 2018
Dec. 31, 2017
Sale of Equity                          
Net proceeds after deducting underwriting discounts and commissions and other offering costs                   $ 257,866      
Net loss     $ (47,015) $ (39,390) $ (32,581) $ (26,362) $ (21,239) $ (14,411) $ (118,986) $ (62,012)      
Accumulated deficit     $ (268,268)           $ (268,268)   $ (149,282) $ (150,082) $ (60,979)
Common stock                          
Sale of Equity                          
Shares issued (in shares)           12,055,450              
Conversion of redeemable convertible preferred stock to common stock (in shares) 51,845,438 51,845,438       51,845,438              
IPO                          
Sale of Equity                          
Shares issued (in shares) 12,055,450                        
Net proceeds after deducting underwriting discounts and commissions and other offering costs $ 254,300                        
Conversion of redeemable convertible preferred stock to common stock (in shares)   131,273                      
IPO | Common stock                          
Sale of Equity                          
Shares issued (in shares) 12,055,450                        
Overallotment                          
Sale of Equity                          
Shares issued (in shares) 1,572,450