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Accounting for Shared-based Payments - Stock Options (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Jun. 08, 2015
Jun. 07, 2015
Shared-based payments              
Total stock-based compensation expense $ 12,575 $ 9,724     $ 4,722    
Research and development | Employee              
Shared-based payments              
Total stock-based compensation expense   2,452 $ 3,451   1,914    
General and administrative | Employee              
Shared-based payments              
Total stock-based compensation expense   $ 7,272 $ 9,124   $ 2,808    
2008 Equity Compensation Incentive Plan              
Shared-based payments              
Number of shares reserved under the plan (in shares)           30,000,000 15,000,000
Stock Options              
Shared-based payments              
Vesting period     3 years        
Contractual term     10 years        
Unrecognized compensation cost related to non-vested employee stock options, net of expected forfeitures $ 18,400   $ 18,400        
Weighted-average remaining vesting period over which unrecognized compensation cost is to be recognized     1 year 4 months 24 days        
Number of stock options which vest upon a change of control (in shares) 2,159,500   2,159,500        
Weighted-average assumptions used to estimate fair value of stock option awards using the Black-Scholes option valuation model              
Risk-free interest rate, minimum     1.13% 1.46% 1.78%    
Risk-free interest rate, maximum     2.19% 2.02% 2.30%    
Dividend yield     0.00% 0.00% 0.00%    
Expected volatility, minimum     50.00% 50.00% 52.00%    
Expected volatility, maximum     60.00% 80.00% 60.00%    
Expected term     6 years 6 years 6 years    
Weighted-average fair value per share of options granted (in dollars per share)     $ 1.93 $ 3.79 $ 1.98