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Income Taxes - Summary of Changes to 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 [Roll Forward]    
Unrecognized tax benefit at the beginning of the year $ 4,334 $ 4,440
Reductions as a result of lapse of applicable statute of limitations (1,882) (106)
Unrecognized tax benefits at the end of the year $ 2,452 $ 4,334