Reference-standard agreement versus clinical appropriateness: rethinking LLM evaluation in infectious diseases and clinical microbiology

Clinical Microbiology and Infection · Published 2026-08-01 · DOI 10.1016/j.cmi.2026.07.054

Authors (4)

Inês Pato, João Carrasco, Martin P. Grobusch, Thomas Hänscheid

Abstract

PubPorta does not have an abstract for this article yet.

Read the article at the publisher →

Publication details

Year

2026

Citation

Pato, I., Carrasco, J., Grobusch, M., et al. (2026). Reference-standard agreement versus clinical appropriateness: rethinking LLM evaluation in infectious diseases and clinical microbiology. Clinical Microbiology and Infection. https://doi.org/10.1016/j.cmi.2026.07.054

Related articles

• Added value of point-of-care testing for Group A Streptococcus in community pharmacy sore throat pathways: analysis of the Wales Sore Throat Test and Treat service · Clinical Microbiology and Infection · 2026 · Same journal
• Concordance between nasopharyngeal swab and bronchoalveolar lavage PCR for respiratory viruses · Clinical Microbiology and Infection · 2026 · Same journal
• “Beyond Clinical Prediction Rules: What a Large Community Pharmacy Study Reveals About Point-of-Care Testing for Group A Streptococcus.” · Clinical Microbiology and Infection · 2026 · Same journal
• Assessment of Timing for Influenza Vaccination among Older Adults in Japan: The VENUS Study · Clinical Microbiology and Infection · 2026 · Same journal
• Transmission Pathways in Emerging Infections: Linking Clinical Presentation, Epidemiology, and Outbreak Potential in Humans · Clinical Microbiology and Infection · 2026 · Same journal
• Pneumococcal disease outbreaks in sub-Saharan Africa: rethinking the paradigm in disease control · Clinical Microbiology and Infection · 2026 · Same journal
• Transport delay of patient specimens undermines tuberculosis drug-resistance diagnostics: programmatic experience from a high-burden setting · Clinical Microbiology and Infection · 2026 · Same journal
• Optimizing dalbavancin dosing for complicated methicillin-resistant Staphylococcus aureus infections: a multicentre population pharmacokinetic study · Clinical Microbiology and Infection · 2026 · Same journal
• Efficacy and safety of a radiographic severity-stratified all-oral short treatment regimen for multidrug/rifampicin-resistant tuberculosis in China: an open-label, multicentre, randomised controlled, noninferiority trial · Clinical Microbiology and Infection · 2026 · Same journal
• Testing intensity is part of the story in gonorrhoea and chlamydia burden · Clinical Microbiology and Infection · 2026 · Same journal