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Investments - Summary of Available for Sale (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost $ 3,282,585 $ 2,793,350
Unrealized Gains 74,231 10,846
Unrealized Losses (6,069) (44,130)
Fair Value 3,350,747 2,760,066
U.S. Treasury securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 239,087 295,145
Unrealized Gains 3,526 693
Unrealized Losses (407) (5,946)
Fair Value 242,206 289,892
U.S. agency securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 33,620 33,645
Unrealized Gains 36 0
Unrealized Losses (51) (648)
Fair Value 33,605 32,997
U.S. agency mortgage-backed securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 836,710 649,228
Unrealized Gains 13,956 2,520
Unrealized Losses (2,332) (14,570)
Fair Value 848,334 637,178
Municipal debt securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 339,511 481,547
Unrealized Gains 22,245 5,351
Unrealized Losses (118) (3,019)
Fair Value 361,638 483,879
Non-U.S. government securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 52,230 44,999
Unrealized Gains 2,812 285
Unrealized Losses (47) (283)
Fair Value 54,995 45,001
Corporate debt securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 856,638 738,964
Unrealized Gains 24,255 1,005
Unrealized Losses (592) (14,768)
Fair Value 880,301 725,201
Residential and commercial mortgage securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 282,840 122,369
Unrealized Gains 6,542 686
Unrealized Losses (1,101) (1,217)
Fair Value 288,281 121,838
Asset-backed securities    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 326,589 288,371
Unrealized Gains 857 305
Unrealized Losses (1,421) (3,679)
Fair Value 326,025 284,997
Money market funds    
Debt Securities, Available-for-sale [Line Items]    
Amortized Cost 315,360 139,082
Unrealized Gains 2 1
Unrealized Losses 0 0
Fair Value $ 315,362 $ 139,083