Evidence map›Paper›PMID 41853643›Full record

ArticleACS ES&T air2026

Evaluating a Land Use Regression Model for Estimating Metals in Fine Particulate Matter across the Denver Metro Area: The Healthy Start Study.

Anne Mielnik, Sheena E Martenies, Christian L'Orange, Anne P Starling, William B Allshouse, John L Adgate, Grace Kuiper, Sherry WeMott, Dana Dabelea, Sheryl Magzamen

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS ES&T air, 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

10 authors.

Anne MielnikDepartment of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado 80523-1019, United States.ORCID https://orcid.org/0009-0008-4648-6401
Sheena E MarteniesDepartment of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado 80523-1019, United States.ORCID https://orcid.org/0000-0001-9206-5132
Christian L'OrangeDepartment of Mechanical Engineering, Colorado State University, Fort Collins, Colorado 80523-1019, United States.ORCID https://orcid.org/0000-0003-1905-8694
Anne P StarlingDepartment of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States.
William B AllshouseDepartment of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States.ORCID https://orcid.org/0000-0002-8763-9194
John L AdgateDepartment of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States.
Grace KuiperDepartment of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado 80523-1019, United States.
Sherry WeMottDepartment of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado 80523-1019, United States.
Dana DabeleaDepartment of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States.
Sheryl MagzamenDepartment of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, Colorado 80523-1019, United States.ORCID https://orcid.org/0000-0002-2874-3530

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Few studies examine health effects of metals in ambient fine particulate matter (PM

Indexed as

air pollutionenvironmental modelingland use regressionmetalsparticulate matter

Identifiers

PMID41853643
PMCPMC12993808

What Socratic 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 Socratic graph.