Improperly canned tomatoes have caused other forms of botulism poisoning in recent years. Botulism is caused by a toxic substance produced when Clostridium botulinum spores grow in foods with low acidity. The factors below affect the acid and therefore the safety of tomatoes in home digestion: Choosing tomatoes.