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CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE LOSS (Parenthetical) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2018
Mar. 31, 2017
Stock-based compensation $ 19,584 $ 15,717
Research and Development    
Stock-based compensation 10,137 8,691
General and Administrative    
Stock-based compensation $ 9,447 $ 7,026