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Summary of Significant Accounting Policies - Guaranteed Minimum Death Benefit (Details) - Guarantee Minimum Death Benefit - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Net Amount at Risk by Product and Guarantee [Line Items]    
GMDB reserve $ 126 $ 258
Aggregate in-the-money death benefits under the GMDB provision $ 29,367 $ 48,083
Variable annuity contract value distribution based on GMDB feature:    
No guarantee 28.00% 30.00%
Return of premium guarantee 67.00% 65.00%
Guarantee of premium roll-up at an annual rate of 3% or 5% 5.00% 5.00%
Total 100.00% 100.00%