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Equity Plans - Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Share-based Compensation Arrangement by Share-based Payment Award, Compensation Cost [Line Items]        
Total stock-based compensation expense $ 2,017 $ 1,207 $ 4,847 $ 3,052
Total unrecognized stock-based compensation costs related to stock options 17,600   $ 17,600  
Period of unrecognized stock-based compensation costs to be recognized     2 years 3 months  
Research and Development        
Share-based Compensation Arrangement by Share-based Payment Award, Compensation Cost [Line Items]        
Total stock-based compensation expense 1,046 600 $ 2,424 1,399
General and Administrative        
Share-based Compensation Arrangement by Share-based Payment Award, Compensation Cost [Line Items]        
Total stock-based compensation expense $ 971 $ 607 $ 2,423 $ 1,653