How to Review an AI-Generated Clinical Note Before Adding It to Your EHR

A note can read smoothly and still say that you stopped a medication you only discussed. Before transferring an AI-generated draft into the electronic health record (EHR), compare it with what happened at the encounter. Verify the facts, restore missing decisions, and check the text again in the chart where it will be signed.

Use two passes. First, review the draft against the encounter and save your corrections. Then verify the destination and final wording in the EHR. The clinician supplies the clinical judgment and approves the final record.

Open the right encounter and start with the decisions

Match the draft to the patient and encounter in your approved workflow. Have the information you need to check it within reach, such as your encounter notes, measurements, and relevant chart fields. A transcript, when available in that workflow, can help you locate a detail. Confirm who said it and whether it was current, historical, or hypothetical.

Read the assessment and plan early. Check each medication change, order, referral, and follow-up against what you decided and what was actually entered. For example, a medication can be on the existing list, discussed as an option, or ordered at this visit. Use wording that preserves its actual status. Check names, doses, units, and frequency where they appear.

Read in both directions to catch additions and omissions

• Draft to encounter. For each consequential statement, identify what supports it. Verify the speaker, timing, body side, and whether the fact was reported, observed, or measured. Check that the draft preserved uncertainty and explicit negatives.
• Encounter to draft. Look for details that matter and should be carried forward. Check for an omitted correction, pending result, responsibility for the next step, or relevant context you supplied.
• Section to section. Read the history, findings, assessment, and plan together. Make sure a correction in one section did not leave a contradictory summary elsewhere. Place the final text in the appropriate sections of your note template.

When a detail is unclear, verify it in the appropriate source or ask the clinician responsible for the encounter. Leave the draft pending if a consequential detail cannot be resolved. The clinician can complete the record using the practice's approved documentation workflow.

For a refresher on what belongs in each note section, see how to write better clinical notes.

Work through one fictional draft

This telephone encounter and both excerpts were written for documentation practice. Use them to trace statements back to their source. For another way to practice with invented material, see the ChatGPT SOAP note example.

Fictional encounter source

The patient reports daytime sleepiness and says they use an over-the-counter sleep aid on some nights. The product and dose were not confirmed. No vital signs were recorded. The clinician documents that the cause remains undetermined. The agreed next step is for the patient to send the medication label through the practice's approved channel. The clinician makes no medication change and sets no follow-up date in this example.

Illustrative draft with errors

Patient denies using sleep aids. Vitals normal. Daytime sleepiness attributed to medication. Sleep aid discontinued. Follow up in two weeks.

Trace the corrections

• Restore the patient's report of sleep aid use. Keep the product and dose unconfirmed.
• Remove “vitals normal.” The source gives no measurements.
• Preserve the clinician's assessment that the cause is undetermined.
• Remove the unsupported discontinuation and follow-up interval. Restore the agreed next step and who will take it.

Reviewed wording for this fictional case

• Subjective. Patient reports daytime sleepiness and use of an over-the-counter sleep aid on some nights. Product and dose were not confirmed.
• Objective. No vital signs were recorded during this telephone encounter.
• Assessment. Daytime sleepiness. Cause remains undetermined at this encounter.
• Plan. Patient will send the medication label through the practice's approved channel. No medication change was made.

In a chart with separate fields, paste the plan into the Plan field. Read it in place and confirm that the action still belongs to the patient and that no stock follow-up date or medication instruction was inserted.

Save the correction and review the whole note

In Skriber, open the completed visit and edit the section directly when you need to correct a specific fact. Confirm that the change saved, then reread the entire draft. The summary and plan deserve a second look if you changed a fact that appears in both. Edit your note manually.

If you use Magic Edit to reorganize a section, compare the rewritten section against the same source and confirm that the wording still preserves each fact and decision. Use Magic Edit for one-note changes.

Verify the note in the EHR before signing

1. Confirm the destination. Open the correct patient chart, encounter, and note field before pasting.
2. Transfer the reviewed text. Use Skriber's Copy Note for a combined note or the section copy action for separate fields. A copied section may omit its heading, so check the destination label.
3. Inspect the resulting chart text. Check that the right sections arrived, no text was dropped or duplicated, and headings and units still make sense. Recheck the decisions someone will rely on, especially medications, orders, and follow-up.
4. Approve the final record. Resolve discrepancies and sign according to your practice's workflow.

Skriber's optional EHR Sync is available for supported, configured workflows. If you use it, verify the destination and the resulting text before signing there as well. Copy or download a Skriber note and EHR Sync versus Copy Note.

Practice the review on a sample draft

Write a fictional encounter with one uncertain fact and one specific action the clinician agreed to. Use the fictional case to generate a draft, compare it with the source, and rehearse the transfer in your approved training workflow. If you are organizing a team evaluation, start with the small-practice pilot guide.

Try Skriber with a fictional encounter.