GNOSIS HealthIndependent record integrity
How the engine works
Read → Cross-check → Flag → Clinician review → Sealed
The ideaIt works on the record, not the room. It flags what contradicts or stays open, and seals the proof.
Read the record01
Electronic record- Orders and medications
- Lab and imaging results, with status
- Notes and problem lists
- Referrals and acknowledgements
Context- Admissions, transfers, discharges
- Who ordered, who is on shift
- Timestamps: who / what / when
Read via HL7 / FHIR from CorCare and connected systems. No new data entry. No conversations, no audio.
Cross-check, in Canada02
IngestHL7 / FHIR
→
NormalizeLOINC · SNOMED · RxNorm
→
Match patientone timeline
→
Time-alignevent order
Handoff integrity
- Pending result not carried
- Certainty changed on transfer
- Open task dropped
Charting integrity
- Result should change plan
- Confirmed, no study on file
- Note vs the data beside it
Results
- Critical, no review
- Released before review
- Result never returned
Referrals
- Sent, not acknowledged
- Routed to wrong provider
- Never transmitted
Accountability
- Every action stamped
- Sealed, tamper-evident
- Chain breaks if altered
Scored & prioritized
Every flag ranked by severity, likelihood of harm, and confidence, so only what matters reaches a person.
High · act nowMedium · soonLow · info
Deliver, in the flow03
EHR panelSMART on FHIR
Unit worklisttask queue
Sealed receiptwhy it flagged
Integrity reportby site & unit
At the bedside04
GNOSIS · in CorCare 3
HIGH · OPEN LOOP
Critical result, no reviewreleased 14:32unreviewed
HIGH · CHARTING
Result vs plannew resultorder unchanged
MEDIUM · REFERRAL
Not acknowledgedaging · day 12
Feedback loop
- Clinician acts: review, correct, sign
- The model learns, false positives fall
- Every resolution is sealed
One catch, start to finish
1OrderedAn urgent test is ordered before shift end.
→
2Resulted lateIt files overnight, after the orderer has left.
→
3Cross-checkedCriticality checked against acknowledgement.
→
4FlaggedHIGH: critical result, no acknowledgement.
→
5ReachedRouted to the covering team's worklist.
→
6ReviewedCovering physician acts on it, hours sooner.
→
7SealedThe catch and the fix are on the record.
Right information. Right time. Right person. Every time.GNOSIS Health · St. John's and Paradise, NL · 2026