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Stock-based Compensation - Fair Value Assumptions (Details)
9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Assumptions used in determining fair value of the stock options granted    
Expected volatility (minimum) 61.00% 80.00%
Expected volatility (maximum) 82.00% 85.00%
Risk-free interest rate (minimum) 1.44% 2.63%
Risk-free interest rate (maximum) 2.58% 2.96%
Expected dividend yield 0.00% 0.00%
Minimum    
Assumptions used in determining fair value of the stock options granted    
Expected term (in years) 6 months 5 years 3 months 7 days
Maximum    
Assumptions used in determining fair value of the stock options granted    
Expected term (in years) 6 years 7 months 17 days 6 years 1 month 17 days