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AI + Medical Evidence

A Citation Is Not a Verification Protocol

A practical attorney briefing on the difference between locating a source and confirming that a published medical chronology event accurately represents it.

By Dwayne Adams, RNSeptember 2, 20265 min read
01

A chronology can look finished before it is accountable

Chronology software, internal staff, and AI-enabled workflows can create a useful first pass. The existence of a citation, however, does not by itself establish that the event text is supported by the cited page, that the timestamp identifies the correct system event, or that a conflicting source has been preserved.

Counsel should ask what verification standard was applied to the material events being relied upon.

02

The useful review question

For each material event, the practical question is whether the supplied source supports the published wording, date, time, provider attribution, and level of certainty. Where it does not, the work should identify the limitation rather than smooth it away.

  • What exact source supports the event?
  • What does the timestamp represent?
  • Is another record materially inconsistent?
  • Does a likely source category appear to be missing?
03

Use the smallest accountable next step

A full rebuild is not always necessary. A Targeted AI Chronology Audit can focus on selected facts, designated material events, or complete source reconciliation under a defined scope. Some audits appropriately conclude that no broader Critical Timeline service appears necessary.

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Start with a defined source, verification, or review scope.

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