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Shareholders' Equity - Changes in Shareholders' Equity (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Increase (Decrease) in Stockholders' Equity [Roll Forward]    
Beginning balance $ (7,424) $ 150,920
Issuance of common shares, net of offering costs 282,833  
Issuance of common shares under equity incentive plan 2,607 1,065
Non-cash share-based compensation expense 16,879 7,330
Net loss (172,937) (62,304)
Ending balance 121,958 97,011
Common Shares    
Increase (Decrease) in Stockholders' Equity [Roll Forward]    
Beginning balance $ 881,426 $ 554,384
Beginning balance (in shares) 52,385,283 44,197,549
Issuance of common shares, net of offering costs $ 282,833  
Issuance of common shares, net of offering costs (shares) 5,555,554  
Issuance of common shares under equity incentive plan $ 10,880 $ 1,961
Issuance of common shares under equity incentive plan (shares) 447,111 85,445
Ending balance $ 1,175,139 $ 556,345
Ending balance (in shares) 58,387,948 44,282,994
Additional Paid-in Capital    
Increase (Decrease) in Stockholders' Equity [Roll Forward]    
Beginning balance $ 83,523 $ 40,104
Issuance of common shares under equity incentive plan (8,273) (896)
Non-cash share-based compensation expense 16,879 7,330
Ending balance 92,129 46,538
Accumulated Deficit    
Increase (Decrease) in Stockholders' Equity [Roll Forward]    
Beginning balance (972,373) (443,568)
Net loss (172,937) (62,304)
Ending balance $ (1,145,310) $ (505,872)