Evidence map›Paper›PMID 41725384›Full record

ArticleInfection control and hospital epidemiology2026

Exploring AI-assisted cameras to assess use of contact precautions.

Robert J McLuckey, Zaki Chowdhury, Katherine E Goodman, Lisa Pineles, Michelle Newman, Gregory M Schrank, Daniel J Morgan, Giuliano Scarcelli, Anthony D Harris

Abstract read
In one paragraph

Article in Infection control and hospital epidemiology, 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

9 authors.

Robert J McLuckeyhttps://ror.org/055yg0521University of Maryland School of Medicine, USA.ORCID https://orcid.org/0009-0008-8374-3585
Zaki ChowdhuryUniversity of Maryland at College Park, USA.ORCID https://orcid.org/0009-0003-6140-026X
Katherine E Goodmanhttps://ror.org/055yg0521University of Maryland School of Medicine, USA.ORCID https://orcid.org/0000-0003-2851-775X
Lisa Pineleshttps://ror.org/055yg0521University of Maryland School of Medicine, USA.ORCID https://orcid.org/0000-0002-2377-5971
Michelle Newmanhttps://ror.org/055yg0521University of Maryland School of Medicine, USA.
Gregory M Schrankhttps://ror.org/055yg0521University of Maryland School of Medicine, USA.
Daniel J Morganhttps://ror.org/055yg0521University of Maryland School of Medicine, USA.
Giuliano ScarcelliUniversity of Maryland at College Park, USA.ORCID https://orcid.org/0000-0002-1736-077X
Anthony D Harrishttps://ror.org/055yg0521University of Maryland School of Medicine, USA.

Funding

Maryland Infection, Immunization, Intervention, and Impact (M4I) Training ProgramR25AI175017 · NIAID · UNIVERSITY OF MARYLAND BALTIMORE · PI Andrea Berry, David J Riedel · 2024 to 2026
$1.1M
NIAID NIH HHS R25 AI175017
6 · The paper itself

Abstract

Contact precaution policies are used to prevent the spread of pathogenic organisms. We aimed to test whether AI-assisted cameras could monitor aspects of compliance with these policies. Testing in both simulated and real patient care settings yielded exceptional sensitivity and good specificity, indicating potential to monitor adherence to contact precautions.

Identifiers

PMID41725384
PMCPMC13216791

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.