The AI-Generated Draft Note Enters Physician Review
A short placeholder on why AI drafts still need a human reviewer.
- 4: Draft sections (S / O / A / P)
- Physician: Reviewer of record (accountable party)
- Unsigned: Draft status (not yet clinical record)
- Assistive only: AI role (not final authority)
Why a draft, not a final note
Placeholder: AI output starts as a draft, never an autosigned note.
What the physician sees first
Placeholder: full note text, flagged AI-origin, awaiting review.
Section-by-Section Review Against the Physician’s Own Recollection
Placeholder lead on comparing each SOAP section to memory.
- 4 of 4: Sections reviewed (S, O, A, P in turn)
- Physician memory: Reference source (of the actual visit)
- Faster, less catch: Rushed pass (higher residual error)
- Slower, more catch: Thorough pass (lower residual error)
Reading pace and thoroughness
Placeholder: thoroughness slider changes reading speed per section.
What errors look like
Placeholder: omissions, wrong details, extra content not said.
Edits: Corrections, Additions, and Removals
Placeholder lead on the physician actively editing note text.
- 3: Edit types (correct, add, remove)
- Thoroughness level: Edits driven by (catch rate per section)
- Rubber-stamping: Untouched note risk (skips this step)
- Accurate record: Goal (matches the encounter)
Correcting inaccuracies
Placeholder: wrong findings or values are fixed in place.
Adding and removing content
Placeholder: missing details added, fabricated content removed.
Physician Confirms Accuracy of the Final Version
Placeholder lead on the confirmation checkpoint before signing.
- All 4 sections: Confirmation gate (must read reviewed)
- Near zero: Residual errors goal (before confirming)
- Explicit: Confirmation action (not automatic)
- E-signature: Next step (legal accountability)
What confirmation means
Placeholder: an explicit attestation the note is now accurate.
Residual error check
Placeholder: thorough review leaves fewer uncaught errors.
Electronic Signature — Physician Becomes Author of Record
Placeholder lead on accountability transferring at signature.
- Signed: Signature status (record finalized)
- Physician: Legal author (not the AI system)
- Undermines safety: Rubber-stamp risk (if review was superficial)
- Preserved: Human-in-loop value (when review is genuine)
What signing legally means
Placeholder: signature attests accuracy and accepts accountability.
Placeholder highlight: a rubber-stamped note carries real clinical and legal risk.
Why the review step matters
Placeholder: genuine review is what makes AI assistance safe.