Use AI to instantly draft structured follow-up care instructions for patients after abnormal test results.
When lab or imaging results come back abnormal, you need to quickly communicate next steps to patients — but writing these from scratch every time eats up precious minutes. Use AI to draft clear, structured follow-up instructions based on the type of abnormal result. You provide the general category and key actions, and AI formats it into patient-friendly language with timelines and what to expect. This turns a 10-minute writing task into a 2-minute review-and-edit task. Always review the AI output carefully and personalize it with specific patient details before sending — never paste real patient data into the AI tool.
Try this prompt today
“Act as an experienced primary care physician who excels at patient communication. Draft a clear, compassionate follow-up instruction letter for a patient who just received an abnormal result. The letter should: 1) Briefly explain what the abnormal result means in plain language, 2) Outline the specific next steps they need to take (tests, referrals, lifestyle changes), 3) Provide a timeline for follow-up, 4) Reassure them appropriately while being honest, and 5) Include when they should call the office with concerns. Format it as a patient letter starting with 'Dear [Patient Name]'. The abnormal result type is: [describe the type, e.g., 'elevated fasting glucose suggesting prediabetes' or 'mildly elevated liver enzymes' or 'abnormal thyroid function']. The next steps I want included are: [list your planned actions, e.g., 'repeat labs in 3 months, start lifestyle modifications, consider endocrine referral if worsens'].”
March 22, 2026
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