Adding medically insignificant features to prompts causes statistically significant increases in mean predicted hospitalization risk and output variability across four LLMs and four prompt styles on synthetic patient profiles.
Embedded values-like shape ethical reasoning of large language models on primary care ethical dilemmas , volume =
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Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
Adding medically insignificant features to prompts causes statistically significant increases in mean predicted hospitalization risk and output variability across four LLMs and four prompt styles on synthetic patient profiles.