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Stock-based compensation (Tables)
3 Months Ended
Mar. 31, 2020
Share-based Payment Arrangement [Abstract]  
Summary of Stock-Based Compensation Expense by Award Type Stock-based compensation expense by award type included within the condensed consolidated statements of operations and comprehensive loss was as follows (in thousands):
For the three months ended March 31,

20202019
Stock options
24,440  23,183  
Restricted stock units
11,853  8,881  
Employee stock purchase plan
—  277  
36,293  32,341  
Schedule of Stock-Based Compensation Expense by Classification
Stock-based compensation expense by classification included within the condensed consolidated statements of operations and comprehensive loss was as follows (in thousands): 
For the three months ended March 31
20202019
Research and development16,269  15,516  
Selling, general and administrative20,024  16,825  
36,293  32,341  
Summary of Stock Option Activity Under Plan
The following table summarizes the stock option activity under the Company’s equity award plans:
Shares
(in thousands)
Weighted-
average
exercise price
per share
Outstanding at December 31, 20195,483  $116.30  
Granted
1,147  $75.65  
Exercised
(20) $37.71  
Canceled, forfeited, or expired
(132) $148.55  
Outstanding at March 31, 20206,478  $108.68  
Exercisable at March 31, 20203,248  $99.92  
Vested and expected to vest at March 31, 20206,478  $108.68  
Summary of Restricted Common Stock Awards
The following table summarizes the restricted stock unit activity under the Company’s equity award plans:
Shares
(in thousands)
Weighted-
average
grant date
fair value
Unvested balance at December 31, 20191,127  $146.10  
Granted
709  $77.69  
Vested
(204) $132.15  
Forfeited
(47) $150.73  
Unvested balance at March 31, 20201,585  $117.15