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Share/Stock-Based Compensation - Summary of Share/Stock-Based Compensation Expense (Details) - 2016 Employee Stock Purchase Plan - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Employees      
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Total share/stock-based compensation expense $ 2,492 $ 1,221 $ 427
Non-Employees      
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Total share/stock-based compensation expense     340
Research and Development | Employees      
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Total share/stock-based compensation expense 961 389 101
Research and Development | Non-Employees      
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Total share/stock-based compensation expense     340
General and Administrative | Employees      
Employee Service Share Based Compensation Allocation of Recognized Period Costs [Line Items]      
Total share/stock-based compensation expense $ 1,531 $ 832 $ 326