Step 4: Analyze the statement 'All carbohydrates contain only carbon, hydrogen, and oxygen atoms.' This is true for most carbohydrates, as their general formula is (CH2O)n, where n is the number of carbon atoms. However, some modified carbohydrates may contain additional elements, such as nitrogen or sulfur.