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Net Loss Per Common Share - Computation of Basic and Diluted Net Loss per Share (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Numerator:                      
Net loss $ (17,300) $ (18,293) $ (10,725) $ (8,250) $ (16,270) $ (9,727) $ (13,304) $ (11,077) $ (54,568) $ (50,378) $ (29,740)
Denominator:                      
Weighted-average shares used to compute net loss per common share, basic and diluted (in shares)                 25,265,918 23,885,858 22,627,327
Net loss per common share, basic and diluted $ (0.65) $ (0.72) $ (0.43) $ (0.34) $ (0.67) $ (0.40) $ (0.56) $ (0.47) $ (2.16) $ (2.11) $ (1.31)