Was not able to open and read your link. Are bondsman putting up this cash? If not, $37K is a lot of cash to toss unless you are involved in illegal activity.
I’d assume it came from a bondsman. Typically the accused put down 10% cash or security. He may have figured he’ll only have to pay the bondsman the whole amount if they catch him and bring him back so why not flee.