The Reading-based long term care provider Choice Care Group (CHOICE) has announced that chief executive Paul Gold is stepping down from the role after 17 years in order to take up a position with the private equity group which has backed the company since 2002, Sovereign Capital.The announcement, which follows news that the group’s three…