Author

Andrew W. Schmeder

Lawrence Berkeley National Laboratory

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Organism:human· 1

Frequent Co-Authors

Adam S L GraefeiD· 1 shared Carlo KrolliD· 1 shared Chris MungalliD· 1 shared Damian P. SmedleyiD· 1 shared Daniel DanisiD· 1 shared Daniel KorniD· 1 shared Elena CasiraghiiD· 1 shared Enock NiyonkuruiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Adam S L GraefeORCID

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1 paper

Recent·Most cited

Systematic benchmarking demonstrates large language models have not reached the diagnostic accuracy of traditional rare-disease decision support tools

Justin Reese, Leonardo Chimirri, Yasemin Bridges, Daniel Danis, John Harry Caufield, Michael A. Gargano, Carlo Kroll, Andrew W. Schmeder, Fengchen Liu, Kyran Wissink, Julie A. McMurry, Adam S L Graefe, Enock Niyonkuru, Daniel Korn, Elena Casiraghi, , Peter N. Robinson

This study benchmarks large language models against a traditional diagnostic tool for genetic disease diagnosis using 5,213 case reports, finding LLMs lag behind in accuracy.

European Journal of Human Genetics · Feb 24, 2026Peer-reviewedGenetic & Genomic Medicine