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Illustrative composition of the structured pharmacist medication-review workspace.

Product

A structured pharmacist-review workspace, in development.

Rediscover Dosage is a pharmacist-facing workspace organizing statin-related medication review into a structured, traceable and human-approved sequence.

Inside the workspace

A structured review workspace, built for pharmacist judgment.

Switch between the structured case view, the explanation view and the human approval step.

Review workspace

RD-2481 · Statin-related review

Review objective

Organize a structured review of a statin-related medication case.

Current medication

Statin therapy recorded in the intake record.

Tolerance notes

No tolerance concerns recorded at intake.

Canadian dyslipidemia guidanceOntario medication-review material

Review sequence

The workflow the workspace is designed around.

  1. Step 1: Open a review case

    Select a case from the platform's case library.

  2. Step 2: Review structured information

    Read the structured case fields organized for pharmacist review.

  3. Step 3: Identify missing information

    Surface fields the workflow marks as absent before any review summary is prepared.

  4. Step 4: Review source-linked guidance

    Open the guideline copilot panel and inspect the cited source material.

  5. Step 5: Examine explanation and uncertainty

    Review the factor view and the confidence or abstention state.

  6. Step 6: Edit the AI-assisted review draft

    The draft remains fully editable by the reviewing pharmacist.

  7. Step 7: Apply human approval and preview the report

    Approval is a separate, deliberate step before the report preview is produced.

  1. Open a review case

    Select a case from the platform's case library.

  2. Review structured information

    Read the structured case fields organized for pharmacist review.

  3. Identify missing information

    Surface fields the workflow marks as absent before any review summary is prepared.

  4. Review source-linked guidance

    Open the guideline copilot panel and inspect the cited source material.

  5. Examine explanation and uncertainty

    Review the factor view and the confidence or abstention state.

  6. Edit the AI-assisted review draft

    The draft remains fully editable by the reviewing pharmacist.

  7. Apply human approval and preview the report

    Approval is a separate, deliberate step before the report preview is produced.

Capability pillars

Three commitments that shape every screen.

Source-grounded guidance

Guidance is represented through approved source categories with citation references the reviewing pharmacist can inspect before relying on it.

Illustrative composition of source citation chips linked to guidance content.

Explainability and abstention

A factor view shows what shaped the synthetic output, and an explicit abstention path applies when information is insufficient.

Illustrative composition of explanation factor bars and an abstention state.

Human-in-the-loop principle

AI assistance does not replace professional judgment.

AI assistance does not replace professional judgment, and no autonomous patient-specific dosage decision is provided.

Illustrative composition of a pharmacist approval control on a review draft.

Limitations

Known limitations of this build.

  • All cases and outputs shown here are illustrative and are not patient data.
  • Model Lab content describes candidate directions only; no benchmarking has been completed.
  • Explainability visuals are illustrative product output and make no causal claim.
  • Confidence handling is illustrative; calibration and conformal validation are ongoing work.
  • The guideline corpus is represented by source-category references pending final approval.
  • Service integrations are typed frontend interfaces; live backend services are being connected progressively.

Walk the synthetic review workflow.

Open the guided demo to see the structured case, cited guidance, explanation view and human approval step.

Build status

Product Truth Registry