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SHARE-BASED COMPENSATION (Tables)
12 Months Ended
Dec. 31, 2018
Disclosure of Compensation Related Costs, Share-based Payments [Abstract]  
Schedule of changes to the number of stock options granted by the Company and their weighted average exercise price
The following table summarizes our stock option activity and related information for the year ended December 31, 2018:
 
Number of
options
 
Weighted
average
exercise
price
 
Weighted-Average Remaining Contractual Term (years)
 
Aggregate Intrinsic Value (millions)
Balance outstanding as of December 31, 2017
3,304,181

 
$
13.67

 
 
 
 
Granted
1,261,693

 
$
31.84

 
 
 
 
Exercised
(731,935
)
 
$
13.32

 
 
 
 
Canceled/forfeited
(150,153
)
 
$
22.83

 
 
 
 
Balance outstanding as of December 31, 2018
3,683,786

 
$
19.59

 
7.3
 
$
85.6

Options exercisable at December 31, 2018
1,910,058

 
$
16.05

 
6.1
 
$
50.4

Schedule of Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Table Text Block]
Total share-based compensation expense by statement of operations and comprehensive loss classification is presented below (in thousands):
 
Year ended December 31,
 
2018
 
2017
 
2016
Research and development expense
$
7,232

 
$
3,192

 
$
5,461

General and administrative expense
8,622

 
3,594

 
5,163

 
$
15,854

 
$
6,786

 
$
10,624

Schedule of assumptions used to estimate the fair value of options granted at the date of grant using the Black-Scholes option pricing model
The assumptions used for the specified reporting periods and the resulting estimates of weighted-average estimated fair value per share of options granted during those periods are as follows:
 
Year Ended December 31,
 
2018
 
2017
 
2016
Risk-free interest rate
2.6%
 
2.1%
 
1.5%
Dividend yield
—%
 
—%
 
—%
Volatility factor
94.3%
 
96.0%
 
101.7%
Expected term (in years)
6.0
 
6.0
 
6.0
Weighted average estimated fair value per share
$24.39
 
$4.17
 
$13.32