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Accounting for Stock-Based Compensation - Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Deferred Compensation Arrangement with Individual, Share-based Payments [Line Items]        
Total stock-based compensation expense $ 1,189 $ 1,585 $ 2,415 $ 2,688
Research and development expenses        
Deferred Compensation Arrangement with Individual, Share-based Payments [Line Items]        
Total stock-based compensation expense 436 414 849 703
General and administrative expenses        
Deferred Compensation Arrangement with Individual, Share-based Payments [Line Items]        
Total stock-based compensation expense $ 753 $ 1,171 $ 1,566 $ 1,985