While Murphy's sign is a helpful diagnostic tool, it is not definitive. False positives can occur in cases of other abdominal conditions, such as hepatitis, peptic ulcer disease, or right-sided pneumonia. Conversely, false negatives may occur in elderly patients or those with diabetes due to altered pain perception. Therefore, it should be used in conjunction with other diagnostic methods.