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Stock-based Compensation - Black-Scholes pricing model options (Details) - Stock options - $ / shares
9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Risk free interest rate 2.71% 2.01%
Expected term (in years) 5 years 11 months 5 days 6 years 28 days
Expected volatility 74.61% 74.06%
Annual dividend yield 0.00% 0.00%
Fair value of common stock (in dollars per share) $ 13.50 $ 3.90