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Income Taxes - Uncertain tax positions (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]    
Gross unrecognized tax benefit, beginning of the year $ 1,754 $ 1,364
Increases related to tax positions taken during current year 519 390
Gross unrecognized tax benefit, ending balance $ 2,273 $ 1,754