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Income Taxes - Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]      
Unrecognized benefit—beginning of year $ 1,791 $ 1,235 $ 0
Gross increases—current year tax positions 1,326 556 337
Gross increases—prior year tax positions 0 0 898
Decreases—prior year tax positions 0 0 0
Unrecognized benefit—end of year $ 3,117 $ 1,791 $ 1,235