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Income Taxes - Valuation Allowance (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Income Taxes    
Valuation allowance at beginning of year $ (23,459) $ (11,724)
Increases recorded to income tax provision (17,794) (11,735)
Valuation allowance at end of year $ (41,253) $ (23,459)