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Income Taxes - Summary of Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns    
Unrecognized benefit—beginning of year $ 1,663 $ 1,057
Gross decreases—prior year tax positions (127) 0
Gross increases—current year tax positions 623 606
Unrecognized benefit—end of year $ 2,159 $ 1,663