← Blog · MedLegal AI

How to Test a Medical Malpractice Complaint Against the Medical Record, Paragraph by Paragraph (2026)

By John Mahoney · October 13, 2026 · 9 min read

Disclosure: MedLegal AI builds software that does the ledger described below. The method stands on its own and works with a highlighter and a spreadsheet. Where our product is mentioned, it is labeled.

A complaint is a list of claims about what happened. The medical record is the only contemporaneous account of what happened. Most defense reviews read the record front to back and then write a narrative. The faster way, and the one that produces something an attorney can use at a deposition, is to go the other direction: take each paragraph of the complaint, ask the record whether it is true, and write down the page.

This is the method. It takes a defense team from "we read the chart" to a one-page table where every allegation has a verdict and a citation.

Step 1. Separate the factual paragraphs from the legal ones

A complaint mixes three kinds of paragraphs:

In a typical 50-paragraph complaint, 20 to 25 paragraphs are factual or characterizing. Those are the ledger. Sub-paragraph breach catalogues ("a. failing to monitor; b. failing to order; c. failing to consult") are usually restatements of the factual paragraphs above them and can be tested once rather than three times.

Step 2. Exclude the complaint from the evidence

This sounds obvious and is the most common mistake. If the complaint and the plaintiff's expert report sit in the same folder as the chart, a search for "blood pressure 162/98" will hit the complaint first and the reviewer will cite it. Pull the pleadings and the expert reports out before you search. A finding may cite only a page of the medical record, a deposition transcript, or a produced document.

Step 3. Give every paragraph one of four verdicts

VerdictMeaningWhat it becomes at deposition
SupportedThe cited page says what the paragraph says.An early admission. Lock it in and move on.
ContradictedThe cited page says otherwise.An impeachment question with the page in hand.
PartlySome of the paragraph is on the page, the rest is not.A narrowing question: which part does the witness still stand behind?
SilentNo page in the produced record addresses it.A subpoena target. Something referenced but not produced.

Silent is not false. A silent verdict on "paramedics performed no tests other than a pulse check" usually means the EMS run sheet was not in the production. The verdict tells you what to ask for, not what to argue.

Step 4. Write the finding in one sentence with the page

The discipline is that every sentence of a finding carries a citation, and the citation is a page you can open. Not "the ED records show" but "ED Nurse's Notes, p. 14, Bates 000212: 'BP 162/98 at 03:40'." A finding that quotes the line verbatim is worth more than one that paraphrases, because the attorney can hand the page to the witness without re-reading it first.

A worked example

The table below is from a synthetic case built for testing (no real patient, no real defendant). It shows what the ledger looks like when the method is applied to a short complaint against a small record.

AllegationVerdictWhat the record showsCited
7Plaintiff presented with shortness of breath and a blood pressure of 152/100.SupportedTriage note records "SOB x 3 days, BP 152/100."ED record p. 2
9Blood pressure was normal at discharge.ContradictedDischarge vitals: "BP 162/98." The last recorded pressure was higher than at triage.ED record p. 6
11No one discussed admission with the patient.PartlyPhysician note documents "admission recommended, pt declines, AMA form signed." Whether the risks were explained is not on the page.ED record p. 5; AMA form p. 1
14Paramedics performed no cardiac monitoring during transport.SilentNo EMS documentation was in the production.—
22Defendant's negligence was the proximate cause of death.Not testedLegal conclusion; no page can confirm or contradict it.—

Five rows. One impeachment question (¶9), one narrowing question (¶11), one subpoena (¶14), one admission (¶7). That is the defense outline for the first deposition, and it took the reviewer a few minutes to verify once the pages were found.

The defense checklist

  1. Number the complaint's paragraphs if the pleading did not.
  2. Mark each paragraph factual, characterizing, or legal. Test the first two.
  3. Remove the complaint and all expert reports from the search set.
  4. For each tested paragraph, find the page. Quote the line. Record file, page and Bates.
  5. Assign one of the four verdicts. Never upgrade a silent to a contradicted because you believe the allegation is wrong.
  6. Turn contradicted rows into impeachment questions, partly rows into narrowing questions, silent rows into a request for production.
  7. Have a second person open every cited page before the table goes to the attorney.

Doing it with software

The method above is what MedLegal AI's allegation ledger does on an uploaded case: it finds the complaint among the files, extracts the factual paragraphs, searches the record with the pleadings excluded, writes a one-sentence finding per paragraph with the page, and checks every number in the finding against the cited page before showing it. The same run on the opposing expert's report produces the counterpoints. The deposition questions export turns the table into the outline in step 6. A single matter can be run on a case pass without a subscription.

What the software does not do is step 7. Someone still opens the pages.

Test one complaint against one record

Upload the case, click "Test the complaint's allegations," and open the cited pages yourself. Three analyses free, no card.

Start with your file →

Frequently asked questions

What does it mean when the record is silent on an allegation?

The search of the produced record found no page on point. It is not evidence the allegation is false. It is a flag to look for a missing document: the EMS run sheet, the outside films, the nursing flowsheet.

Should legal conclusions in the complaint be tested against the record?

No. Paragraphs that assert duty, breach or proximate cause in the abstract have no page that can confirm or contradict them. Test the factual paragraphs: times, vital signs, who was present, what was ordered, what was said.

Can the complaint itself be used as evidence of what the record says?

No. The complaint and any expert report are excluded from the search, so a finding can only cite a page of the medical record, a deposition, or a produced document. Otherwise the allegation would support itself.

How long does a paragraph-by-paragraph test take?

By hand, a 40-paragraph complaint against a 2,000-page record takes a legal nurse consultant one to two days. Software that indexes the record and searches per allegation returns a cited ledger in about a minute, which the reviewer then verifies page by page.