The petition by Bedford Borough Council opposes "any attempt to select Bedford Hospital to suffer a severe reduction in status and in services provided".
Mr Bilsborough told a meeting of the full council he was angry that a select few councillors had been sworn to secrecy and then allowed to examine the report.