Info2K

Info2K Clinical Data Review

A clinician-in-the-loop platform for reviewing potential clinical data quality issues and preparing trustworthy, AI-ready data.

Dataset

1

Records

2

Open findings

3

High priority

1

Custom dataset

Analyse synthetic JSON records

Import a validated synthetic dataset and generate quality findings locally in your browser.

Do not upload real patient, clinical, personal, or confidential information to this demonstration.

Quality configuration

Enabled review rules

Select which deterministic checks should generate review findings.

Data readiness overview

dataset-demo-001

0% reviewed
Records
2
Completed reviews
0
Open findings
3
Deferred
0

Findings by category

  • completeness1
  • terminology1
  • temporal validity1

Review progress describes human-review completion. It does not certify that the dataset is clinically valid, safe, or ready for production AI.

Standalone export

Download review package

Export the synthetic records, findings, current review statuses, and complete decision history as JSON.

Clinical review queue

Review each finding and its supporting evidence.

3 findings awaiting review

  1. Date of birth is missing

    Record record-001 · completeness · Rule required-date-of-birth v1.0.0

    mediumawaiting review

    The clinical record contains an empty date-of-birth field.

    Supporting evidence

    • dateOfBirth: Missing

    Suggested action

    Verify the date of birth against an authorised source.

  2. Diagnosis may require terminology standardisation

    Record record-001 · terminology · Rule diagnosis-terminology-review v1.0.0

    mediumawaiting review

    The diagnosis is recorded as free text without a confirmed standard concept code.

    Supporting evidence

    • diagnosisText: High blood pressure
    • diagnosisCode: Missing

    Suggested action

    Ask an authorised clinical reviewer to confirm the appropriate standard concept.

  3. Discharge date precedes admission date

    Record record-002 · temporal-validity · Rule encounter-date-order v1.0.0

    highawaiting review

    The recorded discharge date occurs before the admission date.

    Supporting evidence

    • admissionDate: 2026-07-20
    • dischargeDate: 2026-07-18

    Suggested action

    Verify both encounter dates before approving the record.

Selected finding

Date of birth is missing

The clinical record contains an empty date-of-birth field.

No source data will be changed automatically. A review decision will be recorded separately from the original finding.