Mindrift
Mindrift
Mindrift ir mākslīgā intelekta talantu tirgus un SaaS platforma, kas savieno profesionālus darba veicējus un konkrētu jomu ekspertus ar tehnoloģiju uzņēmumu mākslīgā intelekta apmācības un novērtēšanas projektiem. Kā Toloka daļa tā sadarbojas ar rakstniekiem, redaktoriem, kvalitātes nodrošināšanas speciālistiem, zinātniekiem un citiem jomu ekspertiem, kuri palīdz veidot apmācības datus, novērtēt modeļu drošību un spriestspēju, izvērtēt multivides kvalitāti un radīt reālās pasaules scenārijus mākslīgā intelekta veiktspējas un uzticamības uzlabošanai. Mindrift piesaista un pārbauda darba veicējus, izmantojot novērtējumus un identitātes verifikāciju, pēc tam piedāvājot elastīgas, apmaksātas projektu iespējas mākslīgā intelekta apmācības un novērtēšanas jomā.

Physician, Medical AI Evaluation

US physicians review clinical EHR vignettes and assess medical reasoning for Mindrift’s AI programs. This part-time, project-based work supports the evaluation of clinical AI systems.

Apraksts

  • Review clinical EHR vignettes, questions, proposed answers, and distractor answers for diagnosis and treatment tasks.
  • Assess cases across cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems.
  • Rate clinical reasoning, vignette accuracy and completeness, answer disclosure and correctness, gradeability, and distractor quality.
  • Check that each reasoning chain reaches its answer using only facts from the vignette.
  • Correct reasoning traces and provide brief rationales.
  • Complete three independent blind reviews followed by physician adjudication.
  • Submit work by deadlines and satisfy the stated acceptance criteria.

Prasības

  • Be a US-based, actively practicing MD or DO.
  • Hold a medical degree (MD or DO).
  • Have an active, unrestricted US medical license verified with the issuing medical board.
  • Be board-certified or have completed residency training.
  • Have recent direct patient-care experience; attending-level experience is preferred.
  • Have broad diagnostic and treatment experience across multiple systems in internal, family, emergency, or hospital medicine.
  • Demonstrate strong clinical reasoning in differential diagnosis, next-step management, and applying evidence-based guidelines.
  • Have strong written English skills at C1 level or higher.
  • Experience in medical AI evaluation, clinical content or exam-question review, or medical annotation or quality assurance is a plus.
  • Do not be a medical student, unlicensed medical graduate, non-physician clinician, or non-clinical healthcare professional.

Priekšrocības

  • Payment is provided for each accepted task.
  • Compensation can reach the equivalent of $130 per hour, depending on qualification tier and task efficiency.
  • Project work is estimated at 10–20 hours per week during active phases.
  • Part-time, non-permanent project participation.

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