Himanshu Bisht

Large Language Models as Consumer Lab-Report Interpreters: A Design Case Study of an AI Tool for Mold and Biotoxin Testing

People increasingly obtain their laboratory results before, and sometimes instead of, a clinician's interpretation, and a growing share turn to general-purpose large language models (LLMs) to make sense of them. This paper examines a narrower and less studied phenomenon: purpose-...

Large Language Models as Consumer Lab-Report Interpreters: A Design Case Study of an AI Tool for Mold and Biotoxin Testing

People increasingly obtain their laboratory results before, and sometimes instead of, a clinician's interpretation, and a growing share turn to general-purpose large language models (LLMs) to make sense of them. This paper examines a narrower and less studied phenomenon: purpose-...