Evidence map›Paper›PMID 42660907›Full record

ArticleNature communications2026

Data-driven catalyst design for direct catalytic N

Chenxi He, Shinya Mine, Yuan Jing, Tsz Lok Wan, Jialei Zhang, Junxian Qin, Ningqiang Zhang, Koichiro Taketoshi, Akihiko Anzai, Ryo Toyoshima and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 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

14 authors.

Chenxi He *Institute for Catalysis, Hokkaido University, Sapporo, Japan.
Shinya Mine *Research Institute for Chemical Process Technology, National Institute of Advanced Industrial Science and Technology (AIST), Sendai, Japan.ORCID http://orcid.org/0000-0002-8339-0301
Yuan JingInstitute for Catalysis, Hokkaido University, Sapporo, Japan.ORCID http://orcid.org/0000-0002-6100-8247
Tsz Lok WanInstitute for Catalysis, Hokkaido University, Sapporo, Japan.ORCID http://orcid.org/0000-0002-0507-109X
Jialei ZhangInstitute for Catalysis, Hokkaido University, Sapporo, Japan.
Junxian QinInstitute for Catalysis, Hokkaido University, Sapporo, Japan.
Ningqiang ZhangInstitute for Catalysis, Hokkaido University, Sapporo, Japan.ORCID http://orcid.org/0000-0002-4161-7942
Koichiro TaketoshiInstitute for Catalysis, Hokkaido University, Sapporo, Japan.
Akihiko AnzaiInstitute for Catalysis, Hokkaido University, Sapporo, Japan.
Ryo ToyoshimaDepartment of Materials Engineering, The University of Tokyo, Bunkyo, Japan.
Hiroshi KondohDepartment of Chemistry, Keio University, Yokohama, Japan.
Ichigaku TakigawaGraduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan. takigawa@icredd.hokudai.ac.jp.ORCID http://orcid.org/0000-0001-5633-995X
Ken-Ichi ShimizuInstitute for Catalysis, Hokkaido University, Sapporo, Japan. kshimizu@cat.hokudai.ac.jp.ORCID http://orcid.org/0000-0003-0501-0294
Takashi ToyaoInstitute for Catalysis, Hokkaido University, Sapporo, Japan. toyao@cat.hokudai.ac.jp.ORCID http://orcid.org/0000-0002-6062-5622

Funding

MEXT | Japan Science and Technology Agency (JST) JPMJFR211U,JPMJPR25T7,JPMJSP2119,JPMXP09A21HK0027MEXT | JST | Core Research for Evolutional Science and Technology (CREST) JPMJCR2545PHITPO CDC HHS P01 HK000027
6 · The paper itself

Abstract

Catalytic N

Identifiers

PMID42660907
PMCPMC13522588

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.