Evidence map›Paper›PMID 41833564›Full record

ArticleInfluenza and other respiratory viruses2026

Symptoms Associated With Detection of Viral Versus Bacterial Pathogens in Outpatients With Lower Respiratory Infections.

Mark Ebell, Dan J Merenstein, Bruce Barrett, Cassie Hulme, Sarah Walters, Caroline Hamer, Michelle Buhr

Abstract read
In one paragraph

Article in Influenza and other respiratory viruses, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Mark EbellDepartment of Family Medicine, College of Human Medicine, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0003-3228-2877
Dan J MerensteinDepartment of Family Medicine, Georgetown University, Washington, DC, USA.
Bruce BarrettDepartment of Family Medicine and Community Health, University of Wisconsin, Madison, Wisconsin, USA.
Cassie HulmeDivision of Pediatric Urology, Cincinnati Children's Hospital, Cincinnati, Ohio, USA.
Sarah WaltersDepartment of Family Medicine and Community Health, University of Wisconsin, Madison, Wisconsin, USA.
Caroline HamerDepartment of Family Medicine and Community Health, University of Wisconsin, Madison, Wisconsin, USA.
Michelle BuhrDepartment of Gynecology and Obstetrics, School of Medicine, Emory University, Atlanta, Georgia, USA.

Funding

AHRQ HHS 1R01HS025584-01A1
6 · The paper itself

Abstract

purposeThis study aims to identify symptoms that predict a high likelihood of viral infection, so these patients could be triaged for home care to avoid antibiotics.

methodsWe recruited adults presenting to US primary or urgent care sites with a chief complaint of cough and symptoms consistent with LRTI. Data collected included demographics, comorbidities, symptoms, and 46 viral and bacterial respiratory pathogens by PCR. Chi-square tests were done to evaluate the association between individual symptoms and viral versus bacterial infections. Symptoms with a p < 0.10 for the association were retained for logistic regression. We created four regression models using stepwise backward elimination at p < 0.20, with viral infection, bacterial infection, and mixed infection as the dependent variables. A simple risk score was created assigning positive and negative points for viral and bacterial symptoms.

resultsWe enrolled 718 adults with acute cough and obtained valid PCR specimens for 618. Four symptoms were significantly more likely with viral infections and less common in bacterial: coryza, confusion, fever, and chest congestion. Three symptoms were more likely with bacterial infections and less likely with viral infections: presence of sputum, sputum that is colored, and double-sickening (feeling better but then worsening). A simple risk score identified patients with a low (29%), moderate (56%), or high (79%) likelihood of having only viral pathogens detected.

conclusionsSeven symptoms were identified that could help primary care clinicians distinguish between viral and bacterial LRTI. A simple risk score is proposed but requires prospective validation.

Indexed as

BacteriaBacterial InfectionsRespiratory Tract InfectionsVirus DiseasesVirusesAdultAgedCoughFemaleHumansMaleMiddle AgedOutpatientsSputumYoung Adultacute bronchitisantibiotic stewardshippneumoniarespiratory tract infection

Identifiers

PMID41833564
PMCPMC13097432

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.