Deputy Fire Chief Brent Foss says the leak might have come from a swimming pool heater.
The family members started feeling sick about the same time the carbon monoxide detector indicated a problem.
The two adults and five children were alert when firefighters arrived. They were taken to a Madison hospital.
Information from: Wisconsin State Journal, http://www.madison.com/wsj