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Summary of Significant Accounting Policies - Calculation of Basic and Diluted Net Loss per Share (Details) - USD ($)
$ / shares in Units, shares in Thousands, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Numerator:                      
Net loss $ (14,528) $ (11,148) $ (9,377) $ (8,485) $ (7,884) $ (5,920) $ (4,692) $ (5,056) $ (43,538) $ (23,552) $ (17,100)
Weighted-average number of common shares outstanding:                      
Weighted-average shares of common stock outstanding, basic and diluted                 19,833 1,620 1,312
Net loss per share, basic and diluted $ (0.35) $ (0.34) $ (4.17) $ (4.19) $ (4.08) $ (3.60) $ (3.18) $ (3.56) $ (2.20) $ (14.54) $ (13.03)