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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 $ (19,284) $ (18,680) $ (19,451) $ (16,089) $ (15,767) $ (15,343) $ (57,415) $ (47,199)
Denominator:                
Weighted-average common shares outstanding - basic and diluted (in shares) 50,364,649     39,900,551     48,270,771 38,598,304
Net loss per share - basic and diluted (in dollars per share) $ (0.38)     $ (0.40)     $ (1.19) $ (1.22)
Weighted Average Number of Shares Outstanding Reconciliation [Abstract]                
Securities excluded from computation of diluted net loss per share (in shares) 11,243,587     10,110,852     11,243,587 10,110,852
Shares Issuable upon Conversion of the 2021 Convertible Notes [Member]                
Weighted Average Number of Shares Outstanding Reconciliation [Abstract]                
Securities excluded from computation of diluted net loss per share (in shares) 1,620,948     1,620,948     1,620,948 1,620,948
Warrants Exercisable for Common Shares [Member]                
Weighted Average Number of Shares Outstanding Reconciliation [Abstract]                
Securities excluded from computation of diluted net loss per share (in shares) 14,102     14,102     14,102 14,102
Options to Purchase Common Shares [Member]                
Weighted Average Number of Shares Outstanding Reconciliation [Abstract]                
Securities excluded from computation of diluted net loss per share (in shares) 9,608,537     8,475,802     9,608,537 8,475,802