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Summarize Medical Records

Medical record summary templates by purpose

By Ahmed Jemaa, Co-Founder and CEO of Medrecords AI. Updated .

Answer in brief: use 1 extraction grid for every file, then 1 of 4 summary templates depending on who reads it: IME or QME record review, peer review, referral to a specialist, or transfer of care. Each template starts with the question it answers. Copy them as plain text and adapt the headings to your jurisdiction or client.

Limits: We have not timed the listed tools on a shared test file: time figures come from the cited studies and vendor pages, and the worked example is synthetic.

The templates in the top search results for this topic are written for patients keeping their own health summary or for law firms building a demand. These are for the clinician who reviews records and signs the result. Fill the extraction grid first (step 5 of the method); every summary below is written from it, so every fact keeps its page.

TemplateUse whenLength to aim forRule it rests on
Extraction gridEvery file, before any summary1 row per encounterNone; it is your working file
IME or QME record reviewMedical-legal exam or records review1 to 10 pages, plus the grid as an appendixReferral questions; in California, Labor Code 4628 and 8 CCR 10682
Peer reviewRecords-only review of whether care was reasonable and necessary1 to 3 pagesThe payer's criteria or the guideline cited
ReferralAsking a specialist a questionUnder 1 pageThe consultant's question
Transfer of careHanding a patient to another team or facility1 to 2 pages42 CFR 482.43(b) for hospital discharges and transfers

Template text is free to copy and adapt. The bracketed fields are prompts, not required wording.

Extraction grid

1 row per encounter, in date order. Quote findings that bear on side, severity or causation. Leave a cell blank rather than guess; a blank is a flag for step 7.

Date | Page(s) | Provider, specialty, facility | Type (ED, office, PT, imaging, procedure, op, discharge) | Complaint and side | Findings (positives and pertinent negatives, quoted) | Diagnosis as written (ICD-10 if shown) | Plan (tests, meds, referrals, procedures) | Work or functional status | Flag (missing, conflict, prior history)
[YYYY-MM-DD] | [p. 12-13] | [Dr. name, specialty, clinic] | [type] | [complaint, L/R] | ["quoted finding"] | ["diagnosis"] | [plan] | [status] | [flag or blank]

IME or QME record review summary

Built around the referral questions, because a report that misses 1 usually comes back. The records list doubles as the "information received or relied on" that California asks reports to include (8 CCR 10682(b)(4)). Keep your opinions out of this section; they belong in the discussion.

RECORD REVIEW SUMMARY
Examinee: [initials or ID]   Date of injury: [date]   Claim: [number]
Referral source: [name]   Date of review: [date]

1. Referral questions (verbatim)
   Q1 [ ]   Q2 [ ]   Q3 [ ]

2. Records reviewed
   [Provider or facility] | [document type] | [dates of service] | [pages]
   Total pages received: [n]. Duplicates removed: [n] (log on file).
   Records referenced but not received: [list, with the page that refers to each]

3. Summary answering the questions (records only, no opinions)
   [2 to 4 sentences: mechanism, main diagnosis as documented, treatment so far, current status, each with a page cite]

4. Pre-injury history of the same body part or condition
   [date, provider, complaint, treatment, page] or "None found in the records received."

5. Course of treatment by phase
   Acute: [ ]   Diagnostics: [ ]   Conservative care: [ ]   Procedures: [ ]   Current: [ ]
   (page cite after every fact)

6. Diagnostic studies, in the radiologist's words
   [date, study, impression quoted, page]

7. Work status and restrictions over time
   [date, status, restrictions, page]

8. Flags
   Gaps in care: [ ]   Conflicts (side, dates, findings): [ ]   Missing records: [ ]

9. Verification note
   I reviewed [all records / the records listed]. [Excerpts prepared by: name or software.] I reviewed the excerpts against the source pages cited.

Sections 3 to 7 answer the facts behind each referral question. Section 9 is where you disclose who or what excerpted the records. California requires the signing physician to review any excerpts made by someone else and to name each person who performed services on the report (Labor Code 4628(b) and (c)). Other states and contracts differ; check yours.

Peer review summary

A peer review asks a narrow question: was this treatment, on these dates, reasonable and necessary under these criteria? The summary should let the reader see the indication and what was tried before, nothing more.

PEER REVIEW RECORD SUMMARY
Patient: [ID]   Reviewer specialty: [ ]   Date: [ ]

1. Treatment under review
   [service or procedure, CPT if given, dates of service, requesting provider, page]

2. Criteria applied
   [payer policy, guideline name and edition or year, section]

3. Documented indication
   [diagnosis, symptoms, exam findings, imaging, each quoted with page]

4. Prior treatment and response
   [therapy or medication, dates, duration, documented response, page]

5. Documentation that meets each criterion
   Criterion 1: [met / not met / not documented], [page]
   Criterion 2: [ ]

6. Missing documentation
   [what the criteria require that the records don't show]

7. Records reviewed
   [list with dates and pages]

Section 5 is the core: 1 line per criterion, each with a page or the words "not documented". A reviewer who can't find a page for a criterion should say so rather than infer it.

Referral summary

Short on purpose. The consultant needs your question, enough history to answer it, and the results already done so they aren't repeated.

REFERRAL SUMMARY
To: [specialty, name]   From: [name, contact]   Urgency: [routine / soon / urgent]

Question for the consultant:
[1 sentence]

Relevant history (only what bears on the question):
[onset, course, key findings, dates]

Results already done:
[test, date, result or impression]

Treatment tried and response:
[ ]

Current medications and allergies:
[ ]

What the patient has been told:
[ ]

Transfer of care summary

Written for the team that takes over today. Hospitals must send the necessary medical information on the current course of illness and treatment, post-discharge goals of care and treatment preferences with a discharge, transfer or referral (42 CFR 482.43(b)). This template covers those headings; your facility's own transfer form takes precedence.

TRANSFER OF CARE SUMMARY
Patient: [ ]   From: [unit, facility]   To: [unit, facility]   Date and time: [ ]
Reason for transfer: [ ]   Code status and goals of care: [ ]

Active problems (most urgent first):
1. [problem: current status, plan]
2. [ ]

Hospital course, by problem:
[ ]

Medications: current list with last dose given and next dose due
[ ]
Allergies: [ ]

Pending results and who follows them up:
[test, date sent, responsible clinician]

Lines, drains, devices: [ ]
Isolation, fall or other risks: [ ]
Contact for questions: [name, phone]

How to adapt a template without breaking it

Questions about summary templates

Is there a standard medical record summary template?

No single standard covers every purpose. Rules set what some reports must contain, such as California's list for workers' comp medical reports (8 CCR 10682) and the transfer rule for hospitals (42 CFR 482.43), and clients often set their own format. Start from the purpose, then adjust to the rule and the client.

Can I use 1 template for IME and peer review files?

Use 1 extraction grid for both, but separate summary templates. An IME summary answers several referral questions across the whole history; a peer review summary tests 1 treatment against named criteria.

Should the summary include page numbers?

Yes, after every fact. Page numbers let you and any later reader check a line in seconds instead of rereading the file, and they are what you will point to if the summary is challenged.

Can I paste these templates into an AI tool?

Yes, as the structure you want back, but only in a tool covered by a signed Business Associate Agreement, and you still verify the output against the cited pages. The quality checks list what to verify.