INDUSTRY FIELD GUIDE
Medical laboratory specimen and amended report data for AI
A laboratory report can be corrected after the initial result goes out.
NAICS 621511 · Medical Laboratories
A laboratory report can be corrected after the initial result goes out. CDC provides CLIA program context, and HL7 describes report identifiers and status values. A lab can make an original linkage exercise with abstract values rather than any actual diagnostic results. CDC CLIA overview · HL7 FHIR DiagnosticReport
Assign two dummy accessions. Provide the original report and one explicitly linked amendment, then insert a correction that applies to the other accession. Ask the model to cite the current version and identify the record it supersedes. Score identity, version and status independently.
Use original tables and no real specimens, diagnostic values, patient records, sequences or laboratory screenshots. Leave medical interpretation and result release with qualified staff.
Describe a synthetic report lineage exercise
Original Fiund exercise
An amendment belongs to its accession and explicitly named report
A wholly synthetic laboratory-document fixture uses abstract letters as values. There are no specimens, diagnostic measurements, sequences, patient details or release actions.
| Record | Source | What it records |
|---|---|---|
| LA1 | Accession DEMO-A report R1 | Original report status final, abstract field LABEL=X. |
| LA2 | Linked amendment R2 | Accession DEMO-A, status amended; explicitly replaces R1's LABEL with Y and names R1 as parent. |
| LA3 | Other correction R3 | Accession DEMO-B, LABEL=Z, corrected status. No DEMO-A relationship despite a similar report title. |
Question for the model
Which report is the current linked version for DEMO-A, and which earlier record and field does it supersede?
Show the reference answer and checks
LA2's R2 explicitly links to DEMO-A and parent R1, replacing R1's abstract LABEL X with Y. LA1 remains its historical original. LA3's R3 belongs to DEMO-B and does not change A's chain despite the correction status and similar title. Report accession, version and status together; identifying this synthetic amendment makes no statement about a diagnostic result's interpretation, validity or release authorization.
- Selecting a corrected report by title without matching accession identity.
- Discarding the original report's lineage instead of preserving its explicit supersession relationship.
Fields to preserve
- Invalid accession and report ID
- Defines the document identity.
- Parent report and changed abstract field
- Preserves the amendment chain.
- Status and release boundary
- Separates version review from professional action.
Test another case
Add another DEMO-A amendment with a missing parent reference and conflicting value. Require chain clarification rather than choose the highest-looking report number.
Use original tables with nonclinical values. Exclude real reports and laboratory screenshots; qualified staff retain interpretation and result release.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.