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Warrants - Summary of Assumptions to Use Option Pricing Model (Detail)
1 Months Ended 3 Months Ended 12 Months Ended
Aug. 22, 2016
Jan. 31, 2017
Mar. 31, 2018
Dec. 31, 2017
2016 Placement Warrants        
Fair Value Inputs Liabilities Quantitative Information [Line Items]        
Expected term (in years) 7 years   5 years 4 months 24 days 5 years 8 months 12 days
Expected volatility 61.60%   61.20% 62.10%
Risk-free interest rate 1.40%   2.60% 2.20%
Expected dividend yield 0.00%   0.00% 0.00%
2017 Placement Warrants        
Fair Value Inputs Liabilities Quantitative Information [Line Items]        
Expected term (in years)   7 years 5 years 9 months 18 days 6 years 1 month 6 days
Expected volatility   62.90% 61.30% 62.30%
Risk-free interest rate   2.20% 2.60% 2.30%
Expected dividend yield   0.00% 0.00% 0.00%