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Investment Securities - Summary (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt $ (609,251) $ (178,291)
Senior    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt (4,089) (11,936)
Mezzanine    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt (1,631) (1,633)
Subordinate    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0 (15,104)
Interest Only/Excess    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0 0
AOMT RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt (5,720) (28,673)
Senior    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt   0
Subordinate    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0 0
Interest Only/Excess    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0  
Other Non-Agency RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0 0
Fannie Mae    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt (267,286)  
Freddie Mac    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt (87,495)  
Whole Pool Agency RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt (354,781)  
RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt (360,501) (28,673)
Subordinate    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0 0
Interest Only/Excess    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0 0
AOMT CMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Repurchase Debt 0 0
Senior    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 3,076 11,477
Allocated Capital (1,013) (459)
Mezzanine    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 2,178 2,207
Allocated Capital 547 574
Subordinate    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 80,058 78,806
Allocated Capital 80,058 63,702
Interest Only/Excess    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 15,052 31,842
Allocated Capital 15,052 31,842
AOMT RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 100,364 124,332
Allocated Capital 94,644 95,659
Senior    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value   6,820
Allocated Capital   6,820
Subordinate    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 10,292 18,784
Allocated Capital 10,292 18,784
Interest Only/Excess    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 2,923  
Allocated Capital 2,923  
Other Non-Agency RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 13,215 25,604
Allocated Capital 13,215 25,604
Fannie Mae    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 281,225  
Allocated Capital 13,939  
Freddie Mac    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 90,830  
Allocated Capital 3,335  
Whole Pool Agency RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 372,055  
Allocated Capital 17,274  
RMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 485,634 149,936
Repurchase Debt (360,501) (28,673)
Allocated Capital 125,133 121,263
Subordinate    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 7,993 5,766
Allocated Capital 7,993 5,766
Interest Only/Excess    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 2,763 3,030
Allocated Capital 2,763 3,030
AOMT CMBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Real Estate Securities at Fair Value 10,756 8,796
Allocated Capital $ 10,756 $ 8,796