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Equity-Based Compensation - Assumptions Used for Fair Value Measurement (Details)
6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Risk-free interest rate, minimum 1.86% 2.72%
Risk-free interest rate, maximum 2.56% 2.86%
Expected volatility, minimum 83.20% 78.10%
Expected volatility, maximum 86.70% 82.40%
Expected volatility, weighted average 84.40% 80.90%
Forfeiture rate 5.00% 5.00%
Expected dividend yield 0.00% 0.00%
Minimum    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Expected term 5 years 3 months 18 days 5 years 3 months 18 days
Maximum    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Expected term 6 years 1 month 6 years
Weighted Average    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Risk-free interest rate 2.34% 2.76%