High specificity is crucial in gynecological diagnostics to prevent unnecessary anxiety, additional testing, and potentially harmful treatments. For example, in cervical cancer screening using Pap smears, high specificity ensures that healthy women are not incorrectly diagnosed with pre-cancerous conditions.