Clinical Documentation and AI-note QA study kit
Cheatsheet, term cards, never-miss list, and a seven-day plan. Original study material.
The rule
An AI draft is starting text. Flag gaps. Do not insert a finding the clinician did not attest.
Query when the record conflicts. Hold the claim if the service is not documented.
Never miss
- Queries are non-leading.
- Cloned notes carry stale findings.
- An impossible exam (a limb that is gone) is a clone tell.
- The attested note belongs to the clinician.
- Request the named document, not a written summary of what it says.
- A completeness screen fails a required field left blank, a scanned page too faint to read, and an order missing the practitioner's signature.
Traps
- Adding a finding to make the note prettier.
- A Slack poke with no trail.
- Overwriting attestation.
Shortcuts
- Compare the draft to orders and results.
- Problem-list conflicts get flagged, not silently recoded.
- Style is not integrity.
Memory hooks
- COMPARE-FLAG-QUERY. Read sources, mark the gap, ask AI-note QA.
This is a practice drill for the desk.
- Day 1Scope and safe next stepRead the Scope and safe next step terms, then the never-miss lines that touch this domain.
- Day 2Packet and evidenceRead the Packet and evidence terms, then the never-miss lines that touch this domain.
- Day 3Routing, clocks, and follow-throughRead the Routing, clocks, and follow-through terms, then the never-miss lines that touch this domain.
- Day 4Scope and safe next stepRead the Scope and safe next step terms, then the never-miss lines that touch this domain.
- Day 5Packet and evidenceRead the Packet and evidence terms, then the never-miss lines that touch this domain.
- Day 6Mixed recallRun the term cards, then a short drill. Restate the one-line rule out loud.
- Day 7Full drillSit the 9-question exam and review every miss against this kit.