Doctors & practice teams · Workflow 06
Turn repeat appointment questions into a patient information sheet.
Draft a general, clinician-reviewed appointment preparation sheet from recurring questions and the practice’s approved instructions.
The moment this is useful
The task on your desk
A practice receives the same questions before routine blood-pressure follow-up appointments: should patients bring their home readings, their medication list, or their monitor? A doctor wants a clearer appointment information sheet. The inbox examples also contain patient names, dates of birth, appointment times, and personal clinical histories.
Keep the facts the question depends on.
Keep for the research
- The recurring practical questions, expressed without a patient story.
- Practice-approved instructions that the doctor wants the sheet to communicate.
- The intended audience, reading level, and format.
Remove or replace
- Patient names, contact details, dates of birth, record numbers, and appointment dates.
- Individual readings, diagnoses, medication details, and clinical histories not needed for a general sheet.
- Distinctive circumstances or quoted messages that could identify a patient.
A worked prompt example
Fictional details · Edited by hand after reviewBefore review
Fictional inbox note: Robin Example, appointment Tuesday at 09:10, asks whether to bring a home blood-pressure monitor. Another patient asks about bringing readings and a current medication list. Draft a preparation sheet using our approved instruction to bring those three items.
Reviewed prompt
Draft a short, plain-language preparation sheet for routine blood-pressure follow-up appointments. Use only these practice-approved instructions: bring your home readings, your current medication list, and your home monitor if you use one. Explain what to bring in a checklist. Do not add advice about medication changes, measurement schedules, diagnosis, or treatment. Mark any missing practice information for a clinician to complete.
Use this workflow
- Write a short list of recurring questions and the practice’s approved answers, separate from the patient messages.
- Review that draft locally for names, contacts, dates, and any remaining patient details.
- Remove clinical histories and unusual circumstances manually; check the exact prompt before sharing.
- Have the responsible clinician check the generated sheet against practice instructions before it reaches patients.
What you should have at the end
A draft general appointment checklist for clinical sign-off, with patient correspondence kept in the practice’s existing system.
This is a communication-drafting example, not diagnosis or treatment support. Redaction does not by itself satisfy medical confidentiality requirements or make an unapproved AI provider suitable for patient data.
Questions for this workflow
Can I use a real patient record as the starting prompt?
For this task, the AI needs the general question and approved instructions, not a record. Extract those first. Do not send patient records or residual identifiable health information to an unapproved service.
Can the AI add helpful medical instructions?
Have it stay within the instructions you supply. A clinician must check accuracy, omissions, and suitability before using the draft; redaction does not validate clinical content.
Workflow context & further reading
These sources inform the workflow. The example and editing choices are Procurato’s illustration; they are not source-endorsed advice.
- GMC: confidentiality in education and training (UK) — Confidentiality principles and the limits of removing identifiers; not an endorsement of AI drafting.
- NHS digital service manual: How we write (UK) — Plain-language health information and qualified clinical review.
From example to your own work
Keep the context. Review the details.
Paste into the local redactor, review each detection, choose what to keep, and check the result before sharing it with your approved AI tool. Names are only part of the review: inspect confidential wording and identifying context too.
Free, no account. Initial model download: about 1.1 GB. Requires WebGPU and several GB of free memory. Detection focuses on English and can miss details. The examples here include manual editing; the tool does not automatically rewrite or summarise your text.