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October 9, 2025Open Access

Toward the Autonomous AI Doctor: Quantitative Benchmarking of an Autonomous Agentic AI Versus Board-Certified Clinicians in a Real World Setting

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Authors

HHHashim HayatMKMaksim KudrautsauEMEvgeniy Makarov

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Overview

Retrospective analysis compares autonomous AI's diagnostic and treatment abilities in urgent care, suggesting comparable outcomes with human clinicians.

Key Points

  • AI demonstrated 81% diagnostic concordance with board-certified clinicians, showing strong performance.
  • Treatment plan consistency was remarkably high at 99.2%, indicating reliable AI recommendations.
  • In discordant cases, AI outperformed humans in 36.1% of instances while humans excelled in only 9.3%.
  • These results highlight the potential of autonomous AI systems to address healthcare workforce shortages.

Cite This Study

Hayat et al. (2025) studied this question.

synapsesocial.com/papers/68e7f0af2d7e30942762c87ahttps://doi.org/10.48550/arxiv.2507.22902
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