Help me organize verified medical documentation into a draft for professional review. Do not diagnose, prescribe, interpret findings beyond the source record, or fill gaps with assumptions. Documentation purpose and required format: [DOCUMENT TYPE AND PURPOSE] Verified source material: [VERIFIED CLINICAL OR ADMINISTRATIVE NOTES] Required fields or organization policy: [REQUIRED FIELDS AND POLICY] Responsible people and handoffs: [OWNERS AND HANDOFFS] Due dates or service timelines: [TIMELINES] Privacy and audience constraints: [PRIVACY CONSTRAINTS]
Create a documentation packet using only the supplied information. Preserve the distinction between patient-reported statements, observed or measured facts, prior records, and planned actions. Use dates, times, units, author roles, and sources exactly as supplied; do not normalize uncertain information into certainty.
Output in this order:
1. A concise draft in the required format, with blank markers such as [MISSING: medication dose] for absent mandatory information.
2. A follow-up action table with columns: item, owner, action, due date, dependency, and status.
3. A documentation-gap list separating missing facts, conflicting facts, missing signatures/authorizations, and privacy or release-of-information concerns.
4. A short reviewer checklist for the responsible clinician or records owner.
For a clinical note, keep assessment, plan, and clinician judgment clearly attributed to the authorized clinician. For operational documentation, name the accountable owner for each handoff rather than using "the team." Do not include more patient-identifying information than the stated audience needs.
Before answering, verify that no sentence adds a fact, result, diagnosis, consent, or completion status not present in the source material. Flag conflicts in dates, medications, allergies, identities, orders, or deadlines for human resolution. Ask up to 3 clarifying questions only if a required input is missing.Fill in
| Placeholder | What to enter | Example |
|---|---|---|
| [DOCUMENT TYPE AND PURPOSE] | State the document type, intended use, and the approved template or audience. | Referral coordination note for the primary-care record; prepared for RN review and clinician signature |
| [VERIFIED CLINICAL OR ADMINISTRATIVE NOTES] | Paste de-identified, verified notes, records, messages, and measurements that may be used. | Patient reported ongoing knee pain by portal message on Sept. 18. Dr. Lee entered an orthopedic referral Sept. 19. No specialist appointment is documented. RN Morgan left voicemail Sept. 20. |
| [REQUIRED FIELDS AND POLICY] | List required fields, retention rules, signature requirements, and organization-specific standards. | Include date, contact method, source, referral status, assigned owner, and RN reviewer initials; do not include unrelated history. |
| [OWNERS AND HANDOFFS] | Name each authorized role responsible for review, completion, filing, or follow-up. | RN Morgan verifies contact attempt; referral coordinator Priya confirms network and appointment; Dr. Lee signs clinical plan if changed. |
| [TIMELINES] | Enter applicable due dates, response windows, appointment dates, or escalation deadlines. | Referral coordinator follow-up due Sept. 25; escalate to Dr. Lee if no appointment by Sept. 30 |
| [PRIVACY CONSTRAINTS] | Describe the permitted audience, minimum necessary information, and any release restrictions. | Internal care-team record only; use minimum necessary information and do not place insurance ID in the note |
How to use
- Remove unnecessary identifiers and paste only verified records that the authorized user may process.
- Name the document type and required fields so the draft follows the correct workflow instead of a generic note format.
- Have the licensed clinician or authorized records owner verify clinical attribution, missing fields, signatures, and release restrictions.
- For a follow-up, send: "Turn the action table into a daily work queue through Sept. 30 and retain every unresolved gap."
Variations
Chart addendum
Use this to prepare a factual addendum for authorized clinician review after a chart omission is found.
Prepare a proposed chart addendum from these verified facts: [VERIFIED FACTS]. The original entry date and author are [ORIGINAL ENTRY]. The correction reason is [CORRECTION REASON]. Follow this policy: [ADDENDUM POLICY]. Output a dated addendum draft, a list of missing required elements, and a reviewer attestation placeholder. Do not alter the original record, imply an observation occurred if it was not documented, or backdate anything. Flag conflicts for the authorized clinician. Ask up to 3 questions only if a required input is missing.
Care coordination
Use this for a multi-owner follow-up plan after a referral, discharge, or test order.
Create a care-coordination tracking note from [VERIFIED NOTES]. The purpose is [PURPOSE], owners are [OWNERS], and deadlines are [DEADLINES]. Output: a factual summary, an action table with owner and due date, an escalation path, and unresolved documentation gaps. Keep patient statements separate from confirmed actions and label any unconfirmed completion as pending. Do not recommend treatment or invent contact attempts. Check that every action has one owner and that no patient data exceeds [AUDIENCE LIMIT]. Ask up to 3 questions only if required information is missing.
Records request
Use this to organize an administrative request for records or a release review.
Draft an internal records-request checklist using [REQUEST DETAILS], [AUTHORIZATION STATUS], [RECORDS SOUGHT], and [DEADLINE]. Output a short request summary, a field-by-field authorization review, an owner-based task list, and a list of items that must be withheld, redacted, or confirmed under [PRIVACY POLICY]. Do not state that a release is valid or records were sent unless the supplied evidence says so. Flag expired, incomplete, conflicting, or overly broad authorization details. Ask up to 3 questions only if a required input is missing.
Tips
- Treat generated text as a draft, not a clinical record: the responsible clinician or authorized documentation owner must validate it before it becomes part of the record.
- Keep source attribution visible; "patient reports," "lab result dated," and "RN documented" carry different evidentiary meaning.
- Use explicit [MISSING] markers instead of allowing the model to complete common fields such as dose, allergy status, consent, or appointment outcome.
- Do not paste more protected health information than the tool, organization policy, and intended audience permit.
FAQ
Can AI write my clinical assessment or plan?
It can organize a clinician's supplied assessment or plan into a draft, but it should not independently diagnose, prescribe, or create clinical judgment. An authorized clinician must review and own that content.
Can I use this for a legal medical record?
Use it only within your organization's approved privacy, security, retention, and documentation controls. The responsible records and clinical authorities should determine whether the final document is suitable for the record.
What should I do when notes conflict?
Keep both source statements, identify the conflict, and assign it to the appropriate authorized owner. Do not ask the model to choose which medical fact is true.