Neurology notes break when timepoints blur. A symptom from last year, a patient-reported change last week, and today’s examination cannot become one timeless paragraph. Test an AI scribe on chronology first. Then test source attribution, laterality, and whether the system leaves an unspoken finding blank.
Build the note around three timepoints
Start a pilot with one synthetic case, not twenty real patients. Give it three facts:
- Old: an event documented before today’s visit.
- Interval: a change the patient or caregiver reports since the last review.
- Today: a finding the clinician observes and states now.
Mention those facts out of order. The draft should produce a readable timeline without silently upgrading an old or reported fact into today’s examination.
Use a small provenance ledger:
| Draft element | Timepoint | Source label | Reviewer decision |
|---|---|---|---|
| Prior event | Exact source date | Prior record or patient report | Keep, qualify, or remove |
| Interval change | Stated period | Patient, caregiver, or source record | Confirm attribution |
| Current finding | Today | Clinician-spoken examination | Confirm wording and laterality |
| Test result | Source date | Named report | Confirm source and interpretation |
| Plan | Today | Clinician decision | Confirm it is a plan, not a completed action |
The ledger is not a clinical template. It is a way to catch time travel in generated prose.
Spoken findings are not a performed examination
NINDS explains that a neurological examination may assess movement, sensation, hearing and speech, vision, coordination, balance, and aspects of mental status. It also states that the examination and history help the clinician decide what further testing may be needed (NINDS diagnostic tests and procedures).
An ambient scribe does not perform that work. It can draft the findings a clinician says aloud. If the clinician never states a reflex, gait finding, score, or relevant negative, the system should not supply one from a familiar template. Blank is safer than invented completeness.
The same boundary applies to MRI, EEG, EMG, and outside records. A spoken summary can be documented with the right attribution. The scribe should not claim to have read or interpreted a source it never received.
Try the contradiction round
After the basic timeline test, add one controlled contradiction. The patient says the symptom began in March; a prior record says April. The clinician notes that discrepancy but does not resolve it.
A useful draft preserves both sources and the unresolved state. A bad draft picks one date, averages them into “spring,” or drops the disagreement. That edit may read smoothly, which is exactly why it is dangerous.
Repeat the exercise with laterality and a medication list. Ask the vendor where uncertainty appears, whether reviewers can find changed text, and what the system does when two speakers disagree. HHS explains that covered entities and their business associates have defined HIPAA responsibilities when protected health information is handled (HHS covered entities and business associates). Contract, access, and retention questions belong in the same pilot packet as note quality.
Choose the surrounding record separately
Patient Square is an AI clinical platform. Its AI Medical Scribe drafts a structured SOAP note, ICD-10 suggestions, and a prescription draft for clinician review. Practice Copilot can work alongside an existing EHR or use the bundled Patient Square EHR, named AI Copilot EHR on the pricing page, from the Copilot tier. Annual US pricing is $79 per physician per month for Assist and $119 for Copilot (Patient Square pricing).
Patient Square does not claim MRI, EEG, or EMG interpretation; neurology registries; diagnostic support; procedure coding; or specialty-device integration. A neurology practice that depends on those capabilities should keep the system that owns them. The scribe evaluation can still answer a narrower question: does it reduce drafting work without corrupting chronology?
Our view is blunt. If a vendor demo never includes an old fact, an interval change, and today’s finding in the same visit, the demo is too easy. Pair this timeline test with the data-ownership and export guide and the accuracy evaluation checklist.