Use AI to draft a clear, empathetic letter notifying a patient about an abnormal test result.
Breaking bad news or sharing abnormal results in writing requires balancing clarity, empathy, and actionability — without alarming the patient unnecessarily. AI can help you draft a letter that explains the finding in plain language, outlines next steps clearly, and strikes the right tone between honest and reassuring. This is especially helpful when you're juggling multiple results notifications and need to personalize each one thoughtfully. Provide AI with the test name, the finding (in general terms — no real patient data), the recommended next step, and the urgency level. The AI will generate a draft you can customize with specifics. Always review carefully to ensure clinical accuracy, appropriate tone, and alignment with your practice style before sending. Remember: Never enter real patient names, dates of birth, or identifiable information into ChatGPT or Claude. Use placeholder language and customize the final draft in your secure EHR system.
Try this prompt today
“Draft a letter to a patient notifying them of an abnormal lab result. The test was a lipid panel showing elevated LDL cholesterol at 190. The next step is to schedule a follow-up visit to discuss lifestyle changes and possible medication. The tone should be clear and reassuring, not alarming. Keep it under 150 words and written at a 6th-grade reading level.”
March 3, 2026
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