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AI-Assisted Healthcare Form Classification for Veterans

Healthcare

What it collects

Generated content
Anonymized data
  • Healthcare provider forms submitted through the VAC-developed portal. These are documents (likely PDFs or scanned images) submitted by external healthcare providers, containing information about veteran care.
Run by
Veterans Affairs Canada (VAC)
Where
No fixed location
Kept
Not stated by the Helpful Places.
Shared with
Accountable organization

What it is for

Healthcare

This system automatically identifies the type of healthcare forms submitted by healthcare providers through a Veterans Affairs Canada portal. It reduces the manual administrative effort required to sort and route incoming documents. The system is used by Government of Canada employees and has since been retired. It did not directly affect veterans — it processed provider-submitted paperwork on their behalf.

What it collects and what happens to it

Data taken in

Generated content
Anonymized data
  • Healthcare provider forms submitted through the VAC-developed portal. These are documents (likely PDFs or scanned images) submitted by external healthcare providers, containing information about veteran care.

Processing

Classification & Prediction
  • The processing technique classifies incoming documents by form type. Given the administrative, document-routing nature of the task, this is most likely a document classification model trained on labeled examples of healthcare form types.

What it does

Deciding (Analytical AI)
Human decides
  • The system classifies and identifies incoming healthcare form types submitted through the portal. The classification result routes documents for further processing by GC employees, reducing manual sorting effort.

Outputs

A decision about you
Anonymized data
  • A form-type classification label assigned to each submitted document, used to route it for appropriate administrative processing by GC employees.

Run by

Veterans Affairs Canada (VAC)
  • Veterans Affairs Canada developed and deployed this AI system through a VAC-developed healthcare provider portal to minimize manual administrative processing of incoming documents from healthcare providers.

Government of Canada AI Register: Form type identification

Built by

Not stated by the Helpful Places.

Kept for

Not stated by the Helpful Places.

Shared with

Available to the accountable organization
  • The form classification outputs are used internally by Veterans Affairs Canada employees for administrative document processing. No indication that outputs are shared externally.

Stored

Not stated by the Helpful Places.

How to read the colours

Can it identify you?

Anonymized data
Data about people with the link to who is broken. Stripped of identifiers, blurred, aggregated, or noised so this system can’t reasonably tie a record back to an individual.
Pseudonymous data
Each person’s data is tied to a token (hash, ID, template) that lets this system recognise the same person across events, but the token itself doesn’t reveal a name. Reidentification is possible with extra information.
Identifiable data
The data either contains a direct identifier (name, address, account name, recognisable face or voice, plate number) or carries a token this system uses to look up legal identity during processing.

Who completes the loop?

Human decides
This mode suggests; a person decides what to do next. The AI is always advisory — a human is in the loop on every decision. Example: a triage tool ranks cases for a clinician who chooses which to see first.
Human executes
This mode decides; a person carries out the result. Example: an optimizer plans the day’s trash-collection routes, and drivers run them.
Autonomous
This mode decides and acts on its own. No person reviews each decision or carries out the resulting action.

Definitions from the DTPR standard. Amber is about your data, violet about who decides. The fuller the shape and the deeper the colour, the more identifying the data or the less a person is involved.

What you can do

Ask about this system

Questions go to the Helpful Places, not the vendor.

Your rights

  • Right to Be Informed of AI UseVeterans Affairs Canada publishes this system in the Government of Canada AI Register. Healthcare providers submitting forms through the portal may interact with this automated classification system. Contact Veterans Affairs Canada for further information about automated systems affecting your submissions.
  • Right to Algorithmic TransparencyThe system's existence and general purpose are disclosed in the Government of Canada Directive on Automated Decision-Making AI Register. Detailed technical workings are not described in publicly available documentation. The system has been retired.

Risks and safeguards

No risks or safeguards have been published for this system yet.