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Shareholders' Equity - Changes in Shareholders' Equity (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jan. 26, 2018
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Increase (Decrease) in Stockholders' Equity [Roll Forward]          
Shareholders' equity, beginning balance       $ 131,971 $ (45,033)
Beneficial conversion feature on Series A preferred shares       0 12,006
Accretion of beneficial conversion feature on Series A preferred shares   $ 0 $ (8,006) 0 (12,006)
Issuance of common shares as payment for equity investment       0 352
Conversion of convertible preferred shares to common shares       0 81,936
Issuance of common shares in settlement of contingent equity liability       0 32,020
Issuance of common share warrant as consideration for services       0 93
Reclassification of warrant liability to equity $ 5,203     5,203 0
Exercise of stock options       1,836 0
Share-based compensation expense       8,696 4,549
Net loss   (39,269) (38,440) (124,731) (57,193)
Shareholders' equity, ending balance   $ 118,830 $ 192,852 118,830 192,852
Initial Public Offering          
Increase (Decrease) in Stockholders' Equity [Roll Forward]          
Issuance of common shares, net of offering costs       0 176,128
Private Placement          
Increase (Decrease) in Stockholders' Equity [Roll Forward]          
Issuance of common shares, net of offering costs       $ 95,855 $ 0