This project asks licensed physicians to review clinical electronic health record vignettes built for medical AI benchmarks. The work covers checking vignette accuracy, whether each question can be answered from the case facts alone, and whether the distractor answers are fair traps. It suits practicing internists and other broadly trained physicians who can judge clinical reasoning quality.
Pay not disclosed
The platform does not publish the pay for this job.
Open to residents of: United States.
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.
Official posting: https://apply.workable.com/j/A89AC8F363
Last checked on October 29, 2026.
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.
Posted October 28, 2026
This project asks practicing physicians to review clinical vignettes used to benchmark medical AI systems. The work centers on general and internal medicine, checking whether each vignette, question, answer, and distractor is accurate and gradeable. It suits licensed, board-certified doctors who want part-time, project-based work.
Posted October 28, 2026
This contract role is for physicians with inpatient or hospitalist experience who can judge the accuracy of hospital records. The work involves reviewing medical records, including FHIR data and clinical notes, so that AI systems for clinical documentation and decision support learn from reliable material. The physician also explains findings to project teams in written reports and discussions.
Posted October 20, 2026
Referral link to micro1's job list: search for this role there. Open this exact job
This part-time remote role asks practising physicians to review and annotate clinical cases and AI-generated medical content so that models reason more accurately about medicine. It suits Korean-speaking doctors with clinical experience, ideally in general specialties, and no prior AI background is needed.
Posted October 14, 2026
Referral link to micro1's job list: search for this role there. Open this exact job
This remote project asks practicing hospitalists and family medicine physicians to judge how accurately clinical AI tools suggest diagnoses from patient charts. Participants read de-identified records, reach their own diagnosis, and then decide whether an AI model's proposed diagnoses are correct and clinically relevant. It suits licensed physicians with strong differential diagnosis skills who can commit at least five hours within a set window.
Posted October 9, 2026
This role asks practicing physicians to judge how well health AI models handle diagnoses, clinical reasoning and care plans. The work is part-time and asynchronous, aimed at MDs and DOs who currently see patients in primary care, internal medicine or hospital-based specialties.
Posted October 8, 2026
