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Income Taxes - Summary of Rollforward of Valuation Allowance (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Valuation Allowance, Deferred Tax Asset [Roll Forward]      
Valuation allowance, beginning balance $ 761,728 $ 507,274 $ 491,356
Net changes in deferred tax assets and liabilities 989,390 254,454 15,918
Valuation allowance, ending balance $ 1,751,118 $ 761,728 $ 507,274