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Board-Certified Physician - Non-Clinical Remote Case Review

  • Health & Medicine
  • Platform: Mindrift
  • Location: United States

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About this job

This is a part-time, project-based role reviewing clinical case vignettes used to test medical AI systems. Physicians check whether each vignette, question, answer and distractor is accurate, complete and gradeable, with a focus on general and internal medicine. It suits practicing physicians with broad multi-system diagnostic and treatment experience.

What you'll do

  • Evaluate clinical vignettes paired with a question, a proposed answer and a distractor answer.
  • Score the clinical reasoning quality of benchmark items, including answer correctness and trap quality.
  • Check that the reasoning chain reaches the answer from vignette facts alone and write short rationales.
  • Complete independent blind reads followed by physician adjudication.

Requirements

Internal medicineClinical reasoningDifferential diagnosisTreatment managementEvidence-based guidelinesMulti-system diagnosis
  • Medical degree (MD or DO)

Pay

Pay not disclosed

The platform does not publish the pay for this job.

Location

Open to residents of: United States.

How to apply

You apply on Mindrift, the AI training platform run by Toloka: submit your application for the role, pass a qualification step, then work on projects that match your expertise.

All Mindrift jobs and how the platform works

Source

Official posting: https://apply.workable.com/j/A141E91E0C

Last checked on October 29, 2026.

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