Missing records: what AI can flag and the 24 it cannot infer
Short version: record tools can flag what the file mentions but does not contain: a CT that was ordered with no report, a consultant named with no note, an outside hospital with no records. They cannot flag what nobody mentioned. In med mal files those silent gaps (strips, pager logs, the EHR audit trail, policies, the images themselves) are often the ones that decide timing. Use the tool for the first kind and the checklist below for the second.
Limits: We read each product's own web pages on 2026-11-12 and did not upload records to any of them, ours included. Prices, plans and features change, and nothing here is legal advice or a substitute for your own clinical judgment.
2 kinds of missing record
| Kind | Example | Can AI flag it? |
|---|---|---|
| Referenced but not produced | "CT abdomen ordered 12:40" with no CT report; "discussed with Dr. Lee" with no Dr. Lee note; "see outside records" with none attached | Yes, if the tool cross-checks mentions against documents. Medrecords AI (ours) and Superinsight both describe this. |
| Never mentioned | Telemetry strips, pager logs, the EHR audit trail, unit policies, the DICOM study behind a radiology report | No. Nothing in the text points to them. You have to know to ask. |
The second kind matters more in med mal than in most reviews, because the questions turn on minutes, and the systems that record minutes most precisely (monitors, pagers, the audit log) usually sit outside the chart that gets printed and produced.
Why the EHR audit trail belongs on every request
HIPAA's Security Rule requires covered entities to have mechanisms that "record and examine activity" in systems holding electronic PHI (45 CFR 164.312(b)). In practice that log can show when a result was first opened, when a note was created and later edited, and who viewed what. For a reviewer it answers questions the printed chart cannot: was the lactate seen at 10:25 or at 12:05? Was the 08:00 note written at 08:00? Whether and how the audit trail can be obtained is a question for the retaining attorney; your job is to say whether your opinion needs it.
Checklist: the med mal records no tool can infer
Tick what you have. The box at the bottom turns the rest into a request list you can paste into an email to the retaining attorney. It runs in your browser; nothing is sent anywhere.
How to run the missing-records pass with a record tool
- Before you read for opinions, ask the tool for every document, study, consult and outside provider the file refers to, and which of them it cannot find.
- Ask by type, because broad questions miss things: "every imaging study ordered or mentioned, and whether a report exists in the file", then the same for consults, labs and outside facilities.
- Check the dates of the production. Ask for the first and last date of each facility's records. A hospital chart that stops the day before the event is a gap.
- Add the silent items from the checklist above.
- Send 1 list, early. Requests made after your opinion is drafted cost everyone time.
- Record what you asked for and did not get. Your report should say what you reviewed and what was not available.
Gaps that look like missing records but are not
- Duplicates removed. A tool that drops exact duplicate pages may show fewer pages than the Bates range. That is not a gap; ask for the duplicate list if counts matter.
- Scanned pages read as blank. A faint fax can come through as an empty page. Spot-check pages the tool marks as blank or unreadable.
- Records filed under another name. A newborn's chart may sit under "Baby Girl" plus the mother's surname, or under a temporary medical record number.
- Different clocks. A "missing" hour may be a facility on another time zone or a monitor clock that drifted.
The records that feed timing questions are covered on the timeline page. Tools that list missing records, with dated sources, are on the tools page.