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Net Loss per Share (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Sep. 30, 2019
Sep. 30, 2018
Numerator:                
Net loss $ (55,319) $ (49,876) $ (37,565) $ (32,740) $ (31,218) $ (30,229) $ (142,760) $ (94,187)
Denominator:                
Weighted average shares of common stock outstanding (in shares) 41,364,387     30,982,192     41,296,377 30,938,026
Net loss per share, basic and diluted $ (1.34)     $ (1.06)     $ (3.46) $ (3.04)