CSHI — Clinical Safety & Hallucination Index

Weight in Healthcare Readiness Score: 20%

Measures the rate and severity of clinical hallucinations — fabricated drugs, invented dosages, non-existent studies, and fictitious medical guidelines. In healthcare, a confident hallucination can be lethal.

Evaluation Components

  • Fabricated medication detection rate
  • Invented dosage identification
  • Non-existent study citation rate
  • Fictitious guideline generation frequency

Test Cases

  • Drug name verification against FDA database
  • Dosage range validation
  • Clinical study existence verification
  • Medical guideline provenance checking

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