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Pyrite Standards: Medical Uncertainty, Ground Truth, and AI Model Evaluation in Historical Perspective

Andrew S Lea1,2

  • 1Brigham and Women's Hospital, Boston, MA, USA. alea@bwh.harvard.edu.

Journal of General Internal Medicine
|June 11, 2024
PubMed
Abstract

No abstract available in PubMed .

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Mining activities that disturb sulfide-rich rocks, particularly those containing pyrite (FeS₂), initiate a cascade of geochemical and microbiological processes with serious environmental implications. When exposed to air and water, pyrite undergoes oxidation, releasing sulfate, ultimately forming sulfuric acid and mobilizing heavy metals into surrounding water systems. This phenomenon, known as acid mine drainage (AMD), results in low pH waters laden with toxic elements that threaten aquatic...

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