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Summary of Significant Accounting Policies - Narrative (Details)
3 Months Ended 9 Months Ended
Apr. 06, 2020
USD ($)
Jan. 01, 2020
USD ($)
Jun. 07, 2016
Jun. 30, 2021
USD ($)
Mar. 31, 2021
USD ($)
Sep. 30, 2020
USD ($)
$ / shares
shares
Jun. 30, 2020
USD ($)
$ / shares
shares
Mar. 31, 2020
USD ($)
Sep. 30, 2021
USD ($)
Segment
$ / shares
shares
Sep. 30, 2020
USD ($)
$ / shares
shares
Dec. 31, 2020
USD ($)
$ / shares
shares
Nov. 19, 2018
USD ($)
Aug. 18, 2017
USD ($)
Apr. 25, 2017
USD ($)
Summary Of Significant Accounting Policies [Line Items]                            
Amount of loan discount reclassified   $ (10,200,000)                        
Proceeds from issuance of preferred stock and warrants, net of offering costs $ 125,000,000               $ 0 $ 124,976,000        
Preferred stock, par value per share (in dollars per share) | $ / shares                 $ 0.01   $ 0.01      
Preferred stock, liquidation preference per share (in dollars per share) | $ / shares           $ 25.00       $ 25.00        
Warrant term             5 years              
Class of warrant or right, outstanding (in shares) | shares           6,500,000 6,500,000   6,500,000 6,500,000        
Investment warrants, exercise price (in dollars per share) | $ / shares             $ 10.00              
Warrants original basis             $ 9,500,000   $ 9,500,000          
Convertible notes payable       $ 5,000,000 $ 2,500,000 $ 2,500,000 0 $ 8,000,000 $ 0 $ 2,500,000        
Payments for repurchase of convertible notes       5,100,000 2,400,000 2,300,000   8,200,000   2,300,000        
Convertible senior notes repurchase       $ 0 $ 0 0   $ 81,000            
Percentage of incentive fees payable in cash                 100.00%          
Minimum assets with banking institutions                 $ 1,000,000,000          
Property held-for-sale                 6,100,000   $ 7,800,000      
Rental properties                 0   700,000      
Put option liability                 $ 20,843,000   $ 14,205,000      
Loans and securities, credit loss expenses           400,000       1,300,000        
Loss from loan settlement                   700,000        
Loan transaction expense           $ 200,000       $ 200,000        
Number of operating segments | Segment                 1          
Restricted stock | Granted in 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Vesting period                 4 years          
Restricted stock | Granted Prior to 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Vesting period                 3 years          
Restricted stock | Share-based Payment Arrangement, Tranche One | Granted in 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)                 25.00%          
Restricted stock | Share-based Payment Arrangement, Tranche One | Granted Prior to 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)                 33.33%          
Restricted stock | Share-based Payment Arrangement, Tranche Two | Granted in 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)                 25.00%          
Restricted stock | Share-based Payment Arrangement, Tranche Two | Granted Prior to 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)                 33.33%          
Restricted stock | Share-based Payment Arrangement, Tranche Three | Granted in 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)                 25.00%          
Restricted stock | Share-based Payment Arrangement, Tranche Three | Granted Prior to 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)                 33.33%          
Restricted stock | Share-based Payment Arrangement, Tranche Four | Granted in 2021 | Employees                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)                 25.00%          
2014 Director Equity Plan                            
Summary Of Significant Accounting Policies [Line Items]                            
Number of shares available under for distribution (in shares) | shares                 60,000          
Percentage of annual retainer received in shares                 40.00%          
Percentage of annual retainer received in cash                 60.00%          
2014 Director Equity Plan | Restricted stock                            
Summary Of Significant Accounting Policies [Line Items]                            
Annual retainer amount                 $ 100,000          
Long Term Incentive Plan | Restricted stock | IPO                            
Summary Of Significant Accounting Policies [Line Items]                            
Number of restricted stock awards issued to independent directors (in shares) | shares                 2,000          
2016 Equity Incentive Plan                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     5.00%                      
2016 Equity Incentive Plan | Share-based Payment Arrangement, Tranche One | Granted in 2021                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     25.00%                      
2016 Equity Incentive Plan | Share-based Payment Arrangement, Tranche One | Granted Prior to 2021                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     33.33%                      
2016 Equity Incentive Plan | Share-based Payment Arrangement, Tranche Two | Granted in 2021                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     25.00%                      
2016 Equity Incentive Plan | Share-based Payment Arrangement, Tranche Two | Granted Prior to 2021                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     33.33%                      
2016 Equity Incentive Plan | Share-based Payment Arrangement, Tranche Three | Granted in 2021                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     25.00%                      
2016 Equity Incentive Plan | Share-based Payment Arrangement, Tranche Three | Granted Prior to 2021                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     33.33%                      
2016 Equity Incentive Plan | Share-based Payment Arrangement, Tranche Four | Granted in 2021                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of outstanding shares on a fully diluted basis (up to)     25.00%                      
Servicer | Servicing agreement                            
Summary Of Significant Accounting Policies [Line Items]                            
Percentage of fair market value of REO                 1.00%          
Percentage of purchase price of REO                 1.00%          
Renewal term                 1 year          
Thetis Asset Management LLC | Amended and restated management agreement                            
Summary Of Significant Accounting Policies [Line Items]                            
Period of common shares held as base management fee (at least)                 3 years          
Convertible notes payable                            
Summary Of Significant Accounting Policies [Line Items]                            
Aggregate principal                           $ 87,500,000
Additional aggregate principal                       $ 15,900,000 $ 20,500,000  
Interest rate                           7.25%
Principal amount of note (in dollars per share) | $ / shares                 $ 25.00          
Cumulative discount                 $ 3,200,000          
Common stock | Convertible notes payable                            
Summary Of Significant Accounting Policies [Line Items]                            
Conversion rate                 1.7279          
Conversion price (in dollars per share) | $ / shares                 $ 14.47          
Put option                            
Summary Of Significant Accounting Policies [Line Items]                            
Present value of put liability             $ 50,700,000   $ 50,700,000          
Put option liability term                 39 months          
Preferred stock - Series A shares                            
Summary Of Significant Accounting Policies [Line Items]                            
Preferred stock, shares issued (in shares) | shares             2,307,400   2,307,400   2,307,400      
Preferred stock, fixed-to-floating rate cumulative redeemable             7.25%   7.25%          
Preferred stock, par value per share (in dollars per share) | $ / shares             $ 25.00              
Preferred stock, liquidation preference per share (in dollars per share) | $ / shares                 $ 25.00   $ 25.00      
Preferred stock - Series B shares                            
Summary Of Significant Accounting Policies [Line Items]                            
Preferred stock, shares issued (in shares) | shares             2,892,600   2,892,600   2,892,600      
Preferred stock, fixed-to-floating rate cumulative redeemable             5.00%   5.00%          
Preferred stock, par value per share (in dollars per share) | $ / shares             $ 25.00              
Preferred stock, liquidation preference per share (in dollars per share) | $ / shares                 $ 25.00   $ 25.00      
Minimum | Servicer | Servicing agreement                            
Summary Of Significant Accounting Policies [Line Items]                            
Servicing fees percentage                 0.65%          
Maximum                            
Summary Of Significant Accounting Policies [Line Items]                            
Estimated useful lives of an assets                 27 years 6 months          
Maximum | Servicer | Servicing agreement                            
Summary Of Significant Accounting Policies [Line Items]                            
Servicing fees percentage                 1.25%