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Income Taxes - Schedule of Reconciliation of U.S Federal Statutory Income Tax Rate to Company's Effective Income Tax Rate (Detail)
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Income Tax Disclosure [Abstract]      
Federal statutory income tax rate (34.00%) (34.00%) (34.00%)
Research and development tax credits (7.70%) (8.80%) (5.70%)
State taxes, net of federal benefit (4.80%) (5.80%) (5.30%)
Stock-based compensation 1.20% (6.30%) 4.10%
Revaluation of preferred stock warrant liability 33.10%    
Other (0.30%) 0.10% 0.30%
Change in deferred tax asset valuation allowance 12.50% 54.80% 40.60%
Effective income tax rate 0.00% 0.00% 0.00%