Concept prototype. All data is illustrative and fictional.
Enzo Health
QA Lead
Review queue

Review

Note level confidence and audit trail

Visit note with confidence score and supporting evidence.

Sample Agency 2 / Home Health / OASIS

Evelyn Shaw, discharge note

L. Bennett, RN, Yesterday

Needs review

  • All discharge goals met; patient independent with home exercise program.

    Flagged: Discharge goal status differs from the prior note.

    • Prior visit notePrior visit, 6 days agoConflicts

      Goal 3 not met: patient requires cues to complete the home exercise program.

    • Visit audioTranscript 11:40Conflicts

      Patient"I do the leg lifts when I remember, maybe every other day."

    • ReferralReferral, received 30 days agoSupports

      Goals: independent with home exercise program, safe stair negotiation.

  • 9 statements supported by visit audio and prior chart

Confidence score

90%

Based on evidence matched across visit audio and the prior chart.

Outcome

Needs human review

Reason: 1 of 10 statements need review. A note clears to auto approve only when every statement traces to visit audio and is consistent with the prior chart, or the change is explained.

Auto approve criteria: 10 of 10 statements matched, 0 items flagged, reviewer sees a summary rather than the full note.

Resolve 1 remaining item to approve

Matched against visit audio

10 of 10 statements traced to the recorded visit

Each clinical statement in the draft is lined up with a moment in the visit recording, with the referral and H&P also checked where available.

Matched against prior chart

9 of 10 statements consistent with prior notes

Functional status and medication lines are compared with the previous visit record, plus the referral and H&P where available.

Items flagged for human review

1 item flagged

0 with no matching audio and 1 that conflict with the prior chart. A reviewer sees these first.

Audit trail

Note activity

  • No activity recorded for this note yet.