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Net Loss Per Share - Basic 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
Basic and diluted net loss per share attributable to common stockholders:                      
Net loss attributable to common stockholders $ (26,017) $ (18,778) $ (24,453) $ (17,124) $ (17,399) $ (15,010) $ (13,804) $ (13,765) $ (86,372) $ (59,978) $ (63,386)
Weighted average common shares outstanding, basic and diluted                 45,273,231 38,115,142 28,818,196
Net loss per share attributable to common stockholders, basic and diluted                 $ (1.91) $ (1.57) $ (2.20)