Evidence map›Paper›PMID 40423471›Full record

ArticleToxics2025

Estimating PM

Muhammad Jawad Hussain, Myeongsu Seong, Behjat Shahid, Heming Bai

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Toxics, 2025. 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

4 authors.

Muhammad Jawad HussainResearch Center for Intelligent Information Technology, Nantong University, Nantong 226019, China.ORCID 0000-0002-2798-4375
Myeongsu SeongDepartment of Mechatronics and Robotics, School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.ORCID 0000-0002-3472-8062
Behjat ShahidFaculty of Media and Communication Studies, University of Central Punjab, Lahore 54590, Pakistan.
Heming BaiResearch Center for Intelligent Information Technology, Nantong University, Nantong 226019, China.ORCID 0000-0002-1874-154X

Funding

Nantong Basic Science Research Program JC12022074National Key Research and Development Program of China 2022YFC3703003National Natural Science Foundation of China 42205180National Natural Science Foundation of China 62350410481Natural Science Research Program for Higher Ed-656 ucation in Jiangsu Province 22KJB170019
6 · The paper itself

Abstract

Accurate estimation of ambient PM

Indexed as

aerosol optical depthcardiovascular diseasesmachine-learningPM2.5top of atmospheric reflectance

Identifiers

PMID40423471
PMCPMC12116147

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.