shift is wild

How a note is read

When you acted on the AI summary instead of the chart

The AI summary is fast and usually right. Here's what to chart so your note shows you checked the real record before you acted.

8 min read built on 6 full opinions updated 2026-09-28

Written by a med-surg RN, ten years, day shift. Why there is no name on it

Denise reacting to this topic

Your EHR now has a button that summarizes the chart or answers questions like any allergies? or last potassium? It's fast. Most of the time it's right. This article covers what to write when the summary shaped what you did, and what you checked in the real record before you acted.

The short version

  • The AI summary tells you where to look. It isn't the source. Before you act, open the place where the answer actually lives: the allergy list, the MAR, the result itself, the order.
  • In your note, name the source you checked and the time on it. Don't write per summary. Write something like allergy list reviewed 0710.
  • If the summary and the chart disagree, the chart wins. Write the mismatch in one flat sentence and tell someone.
  • If you really had to act on the summary alone, say so. Then write what you verified afterward, and when.
  • The note is yours. So is the signature. Write only what you opened, saw or measured yourself.

What goes wrong

Using the AI tool usually isn't the mistake. The mistake is a note that doesn't show whether you ever looked past it.

Here's how it goes. The summary says No known drug allergies. You give the antibiotic. You chart Allergies reviewed. Later it turns out the summary pulled from an old encounter, and a reaction was added to the allergy list yesterday. Now your whole check comes down to one word, reviewed. Nobody can tell what you reviewed, where, or when.

Three things make it worse:

  1. Summaries compress. Shrink 400 pages into five lines and things get left out. They don't drop out at random, either. Recent changes, free-text comments and outside records are the usual gaps.
  2. Summaries can invent. Language tools can write a smooth, confident sentence that no source backs up. It looks exactly like a true one.
  3. Copying spreads the error. Once a wrong fact gets into your note, the next person reads your note, not the source. By the third handoff the error looks well documented.

Someone who wasn't there should be able to follow your note: what did I look at, what did it say, what did I do.

It is not hypothetical

None of the cases in our set involves a nurse and an EHR summary. The three below show the same mechanism in other settings. Someone relied on another person's summary and didn't open the source, so the error became theirs.

Yates v. Secretary of Health and Human Services, U.S. Court of Federal Claims, 2020. CourtListener It was a vaccine-injury claim, and the problem was in the expert reports. One expert listed the results of a viral test from the autopsy. A second expert put those results into her own report and built her conclusion on them. The test had never been done. The special master wrote that the second expert took the information from the first report, never looking for the actual report to verify the information, and that she "relied on the results of a test she never actually reviewed". The first expert mentioned the result but didn't base her opinion on it. The second based her whole conclusion on it. For you, that's the difference that matters. Noting what a summary says is one thing. Acting on it without checking is another.

Scott v. Illinois Human Rights Comm'n, Appellate Court of Illinois, 2026. CourtListener This one is about a lawyer, not a clinician. The court sanctioned the attorney for filing briefs with "false citations and quotations that are the product of artificial intelligence (AI) hallucinations". The briefs misquoted statutes and cited a case that doesn't exist. The sanction went to the person who signed and filed the brief. Not to the software.

Daniels v. Northcoast Anesthesia Providers, Inc., Ohio Court of Appeals, en banc, 2018. CourtListener (This decision vacated and replaced the panel's May 2018 opinion, here.) Before surgery the patient disclosed an allergy to one drug. The plaintiff argued that the anti-nausea patch she got came from the same drug family, and that checking it against a drug reference would have caught that. The jury found for the patient. The appeals court reversed and sent the case back for a new trial because of evidence errors. So no court found that anyone failed to check. The case is here because the whole fight was over one question: was a known allergy checked against the drug actually given? That's exactly what your note needs to show.

What to write instead

How it often gets charted How it's better charted
Allergies reviewed. NKDA.Allergy list in chart opened 0712: penicillin (rash, entered 9/26). Cefazolin held. Dr. [NAME] notified 0715.
Per AI summary K 4.1, KCl held per protocol.AI chart summary listed K 4.1. Results tab checked 0930: most recent K 3.2, collected 0505. Previous 4.1 was from 9/25. KCl given per protocol after confirming current value.
Chart reviewed, pt is full code.Code status verified in active orders 1905: DNR/DNI, order dated 9/27 by Dr. [NAME]. AI summary displayed Full Code; reported discrepancy to charge RN [NAME] 1910.
Home meds reconciled.Home med list compared against pharmacy fill history and pt interview 1400. Pt reports stopping metoprolol 2 weeks ago; not reflected in summary or home med list. Admitting provider [NAME] notified 1420.
Hx reviewed, no bleeding risk.Active MAR checked 0800: apixaban 5 mg BID, last dose 2100 on 9/27. Not listed in AI summary. Pre-procedure checklist updated; proceduralist [NAME] informed 0810.
Summary used for handoff.Handoff given at bedside to [NAME] RN 1900 using active orders, MAR and flowsheet. Pending: repeat lactate at 2100.

Every note in the right column has these:

  • A named source: allergy list, results tab, active orders, MAR.
  • The time you looked, plus the time on the value itself. Collection time is not review time.
  • What it said, in numbers or exact words.
  • What you did, and who you told.
  • The AI tool, only when it matters: it disagreed with the chart, or it's what sent you looking.

Words that do the damage

Word or phrase Why it hurts What to write instead
per summary / per AINames a source that isn't the record and may not be savedThe actual location: per allergy list, per active orders
chart reviewedDoesn't say which part of the chart, or when[Section] reviewed [TIME]: [finding]
history notedNoted where? Which history?PMH in problem list includes [X]
NKDA (when you didn't open the allergy list)States a fact you didn't confirm yourselfAllergy list opened [TIME]: no entries or Pt denies allergies when asked [TIME]
labs WNLHides which lab, which value, which drawThe value and its collection time
verified (alone)Against what?verified against [SOURCE] at [TIME]
as documented previouslyCarries forward whatever error was already thereRe-check it, then write what you found

What the guidance says

Copy this

1. Chart note: you used the summary, then verified before acting

``` [DATE] [TIME] AI chart summary reviewed as a starting point for [TASK, e.g. pre-medication check for cefazolin]. Sources opened and checked before acting:

  • [SOURCE 1, e.g. Allergy list]: [FINDING], entry dated [DATE].
  • [SOURCE 2, e.g. Results tab]: [TEST] [VALUE], collected [DATE/TIME].
  • [SOURCE 3, e.g. Active orders / MAR]: [FINDING].

Findings consistent with AI summary: [YES / NO - see discrepancy note]. Action taken: [WHAT YOU DID, e.g. cefazolin 2 g IV administered] at [TIME]. [YOUR NAME], [CREDENTIALS] ```

2. Chart note: the summary didn't match the chart

`` [DATE] [TIME] AI chart summary displayed: [WHAT THE SUMMARY SAID, e.g. no known drug allergies]. Source record checked at [TIME]: [SOURCE, e.g. Allergy list] shows [WHAT IT ACTUALLY SAYS, e.g. penicillin - hives, entered 9/26 by [NAME]]. Acted on source record, not on summary. Action: [WHAT YOU DID OR HELD, e.g. cefazolin held pending provider review]. Notified: [NAME, ROLE] at [TIME]. Response: [NEW ORDER / INSTRUCTION RECEIVED]. Discrepancy reported to [CHARGE RN / INFORMATICS] at [TIME]. [YOUR NAME], [CREDENTIALS] ``

3. Chart note: you acted before you could verify (emergency or downtime)

`` [DATE] [TIME] Due to [REASON, e.g. rapid response in progress], [ACTION, e.g. code status] was initially taken from AI chart summary at [TIME], which displayed [WHAT IT SAID]. Source record verified at [TIME]: [SOURCE] shows [FINDING]. [Summary and source matched. / Summary and source did not match: [DIFFERENCE]. Provider [NAME] notified at [TIME].] [YOUR NAME], [CREDENTIALS] ``

4. Message to charge nurse or informatics

``` Subject: AI chart summary discrepancy - [UNIT], [DATE]

On [DATE] at [TIME], the AI chart summary for patient [MRN / ROOM] displayed [WHAT THE SUMMARY SAID]. The source record ([SECTION, e.g. Allergy list / Active orders / Results]) showed [WHAT THE RECORD SAID], entered [DATE/TIME]. I identified the difference at [TIME] before [ACTION / after ACTION - describe]. Patient impact: [NONE IDENTIFIED / DESCRIBE BRIEFLY]. Provider [NAME] notified at [TIME]. Screenshot or record reference: [ATTACHED / NOT AVAILABLE]. Requesting review of how the summary sources [DATA TYPE].

[YOUR NAME], [CREDENTIALS], [EXTENSION] ```

If you remember one thing

The summary tells you where to look. Your note says what you actually saw, and where you saw it.

Read the decisions yourself

Every case below is a published decision on CourtListener. Open them. Nothing on this page asks you to take our word for what a court said — and where we only had the search result rather than the full opinion, it says so.

All the decisions behind this guide, in one page — searchable by court, year, or what happened.

What people say on the floor

Nurses talking to each other about this, quoted as they wrote it. This is opinion, not a source. It is here because it shows what the argument actually is — the rules above come from the decisions and the published guidance, not from these threads.

What everyone else says

Guidance from professional bodies, insurers and other people who write about this. Useful, but it is advice, not law — that part is above.

How would you chart it?

This is the part we cannot research. If you have a way of writing this that has held up — put it here. No account, no name needed. Nothing that could identify a patient: no room numbers, no dates of birth, no MRNs. Use placeholders, the example still works.

700