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Income Taxes - Tax Rate Reconciliation (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Income Tax Rate Reconciliation      
Tax benefit at federal statutory rate $ (2,292) $ (7,791) $ (2,924)
State taxes 222 48 127
Research and development credits (499) (399) (161)
Foreign operations taxed at different rates (17) (2) 30
Stock-based compensation (2,587) (216) 327
Other nondeductible items (3) 326 405
Executive compensation 838 73 255
Change in valuation allowance 4,301 (26,058) 1,901
Change in statutory tax rate 0 34,100 0
Provision for (benefit from) income taxes $ (37) $ 81 $ (40)