Evidence map›Paper›PMID 42787918›Full record

ArticleACS environmental Au2026

Validation and Correction of PM

Aniya Khalili Hollo, Dulce Gonzalez-Beltran, Allison Heckman, Sophie Castillo, Nicholas Clements, Esther Sullivan, Shivakant Mishra, Shelly L Miller

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS environmental Au, 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

8 authors.

Aniya Khalili HolloDepartment of Mechanical Engineering, University of Colorado Boulder, 427 UCB, 1111 Engineering Drive, Boulder, Colorado 80309, United States.
Dulce Gonzalez-BeltranDepartment of Mechanical Engineering, University of Colorado Boulder, 427 UCB, 1111 Engineering Drive, Boulder, Colorado 80309, United States.
Allison HeckmanDepartment of Mechanical Engineering, University of Colorado Boulder, 427 UCB, 1111 Engineering Drive, Boulder, Colorado 80309, United States.
Sophie CastilloEnvironmental Engineering Program, University of Colorado Boulder, 4001 Discovery Drive, Boulder, Colorado 80309, United States.
Nicholas ClementsDepartment of Mechanical Engineering, University of Colorado Boulder, 427 UCB, 1111 Engineering Drive, Boulder, Colorado 80309, United States.ORCID https://orcid.org/0000-0003-3577-579X
Esther SullivanDepartment of Sociology, University of Colorado Denver, 1380 Lawrence Street, Suite 420, Denver, Colorado 80204, United States.
Shivakant MishraDepartment of Computer Science, University of Colorado Boulder, 430 UCB, 1111 Engineering Drive, Boulder, Colorado 80309, United States.
Shelly L MillerDepartment of Mechanical Engineering, University of Colorado Boulder, 427 UCB, 1111 Engineering Drive, Boulder, Colorado 80309, United States.ORCID https://orcid.org/0000-0002-1967-7551

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Consumer-grade (CG) air quality monitors with low-cost sensors that measure different pollutants and environmental factors are used to assess personal exposure and indoor and outdoor air quality in many communities. These devices empower citizens to actively participate in understanding their air quality and reducing their exposure to air pollution by accessing data in real time. As part of the Social Justice and Environmental Quality Denver project (SJEQ-D), we evaluated the performance of Atmotube Pro personal exposure monitors (ATMs) and stationary QuantAQ Modulair-PM outdoor monitors (QAQs) by colocating them with a GRIMM EDM180 (GRIMM) PM

Indexed as

air quality monitoringfine particulate matterlow-cost sensormonitor performancepersonal exposuresensor evaluationurban air pollution

Identifiers

PMID42787918
PMCPMC13602343

What OpenQuestion holds

Textmetadata
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.