Evidence map›Paper›PMID 40595157›Full record

ArticleScientific reports2025

PM

Xintong Gao, Xiaohong Wang, Fuping Li, Wenhao Jiang, Meng Zhe, Jiaxing Sun, Ao Zhang, Linlin Jiao

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 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

8 authors.

Xintong GaoCollege of Mining Engineering, North China University of Science and Technology, No. 21 Bohai Avenue, Caofeidian District, Tangshan, 063210, Hebei, China.
Xiaohong WangCollege of Mining Engineering, North China University of Science and Technology, No. 21 Bohai Avenue, Caofeidian District, Tangshan, 063210, Hebei, China.
Fuping LiCollege of Mining Engineering, North China University of Science and Technology, No. 21 Bohai Avenue, Caofeidian District, Tangshan, 063210, Hebei, China.
Wenhao JiangHebei Vocational College of Rail Transportation, Shijiazhuang, 050000, Heibei, China.
Meng ZheDepartment of Education, Tianjin Normal University, Tianjin, 300387, China.
Jiaxing SunShandong Province Pengbo Safety and Environmental Protection Service Company, Yantai, 264000, Shandong, China.
Ao ZhangCollege of Mining Engineering, North China University of Science and Technology, No. 21 Bohai Avenue, Caofeidian District, Tangshan, 063210, Hebei, China.
Linlin JiaoCollege of Mining Engineering, North China University of Science and Technology, No. 21 Bohai Avenue, Caofeidian District, Tangshan, 063210, Hebei, China. jiaolinlin1988@163.com.

Funding

National Natural Science Foundation of China 52274166Project of Hebei Provincial Department of Science and Technology 20534201Dthe Central Guided Local Science and Technology Development Fund Project of Hebei Province 246Z4201G
6 · The paper itself

Abstract

High-precision prediction of near-surface PM

Indexed as

Beijing-Tianjin-Hebei regionLong short-term memory neural networksPM2.5 concentration predictionRandom forestStacking

Identifiers

PMID40595157
PMCPMC12216245

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.