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Contaminates include nitrogen dioxide, formaldehyde, and carbon monoxide.
My inspection reports always stress that in all homes with gas cook-top or ovens, the occupant needs to run the range hood during the entire cooking period and for at least 1 minutes after the burners have shut down. However, the above mentioned article also touches on range hood effectiveness:
"Previous studies have found that range hoods vary widely in their effectiveness at removing pollutants. In a laboratory study of seven models ranging from $40 to $650, Singer found capture efficiencies ranging from 15 to 98 percent, and also found that a higher price did not guarantee better performance."
So it is important that the range hood stays on long enough after the cooking period to adequately remove the contaminants. A better option is to have never installed the gas appliance in the first place.