Can a host–response bacterial–viral classifier safely guide antibiotic avoidance in COVID-19? A diagnostic accuracy study in hospitalized adults

In hospitalized adults with COVID-19, MeMed BV showed reasonable specificity but limited sensitivity for identifying patients who could safely avoid antibiotics, with performance considerably lower than that observed in pre-COVID studies. These findings highlight the need for context-specific validation of host-response diagnostics.

Authors

Institutions

Publication Details

Journal
JAC-Antimicrobial Resistance
Published
2026-01-07
DOI
https://doi.org/10.1093/jacamr/dlag021
Primary Topic
Antibiotic Use and Resistance
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Can a host–response bacterial–viral classifier safely guide antibiotic avoidance in COVID-19? A diagnostic accuracy study in hospitalized adults

Elling Ulvestad, Siri Tandberg Knoop, Christina Skår Saghaug, Synne Jenum et al.
JAC-Antimicrobial Resistance
Antibiotic Use and Resistance
article

Can a host–response bacterial–viral classifier safely guide antibiotic avoidance in COVID-19? A diagnostic accuracy study in hospitalized adults

Elling Ulvestad, Siri Tandberg Knoop, Christina Skår Saghaug, Synne Jenum, Harleen M S Grewal, Christian Ritz
article en

Abstract

In hospitalized adults with COVID-19, MeMed BV showed reasonable specificity but limited sensitivity for identifying patients who could safely avoid antibiotics, with performance considerably lower than that observed in pre-COVID studies. These findings highlight the need for context-specific validation of host-response diagnostics.

JAC-Antimicrobial ResistanceVol. 8(1)
Oslo University Hospital (NO), University of Southern Denmark (DK), Haukeland University Hospital (NO), University of Bergen (NO)
Trond Mohn stiftelse, Universitetet i Bergen, Norges Forskningsråd, Haukeland Universitetssjukehus
Good health and well-being
Openalex Percentile: Top 42%
Antibiotic Use and Resistance
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.