Evidence map›Paper›PMID 42006820›Full record

ArticleRSC advances2026

Room-temperature chemiresistive CO detection by PANi/GO nanocomposite sensors.

Imash Aigerim, Smagulova Gaukhar, Kazhdanbekov Ramazan, Kaidar Bayan, Efremov Vladimir, Mansurov Zulkhair

Abstract read
In one paragraph

Article in RSC advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

6 authors.

Imash AigerimInstitute of Combustion Problems Almaty 050012 Kazakhstan smagulova.gaukhar@gmail.com.ORCID https://orcid.org/0000-0003-3792-6512
Smagulova GaukharInstitute of Combustion Problems Almaty 050012 Kazakhstan smagulova.gaukhar@gmail.com.ORCID https://orcid.org/0000-0002-2943-5222
Kazhdanbekov RamazanAl Farabi Kazakh National University Almaty 050040 Kazakhstan.ORCID https://orcid.org/0009-0004-5017-4049
Kaidar BayanNorthwestern Polytechnical University Xi'an China.ORCID https://orcid.org/0000-0001-6327-7531
Efremov VladimirInstitute of Combustion Problems Almaty 050012 Kazakhstan smagulova.gaukhar@gmail.com.ORCID https://orcid.org/0009-0004-9287-1483
Mansurov ZulkhairInstitute of Combustion Problems Almaty 050012 Kazakhstan smagulova.gaukhar@gmail.com.ORCID https://orcid.org/0000-0002-8956-216X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Against the backdrop of growing environmental and industrial risks, particularly those associated with toxic CO emissions, the development of highly sensitive gas sensors capable of operating stably at room temperature is of strategic importance. This work investigates composite materials based on polyaniline (PANi) and graphene oxide (GO) as promising sensing elements for carbon monoxide (CO) detection. It was found that pristine PANi exhibits limited gas sensitivity, yielding a response of only 9.7% upon CO exposure. The introduction of GO into the polymer matrix facilitates the formation of conductive pathways, increases the number of active adsorption sites, and accelerates charge transfer processes, resulting in a pronounced synergistic effect. Consequently, the PANi/GO composite achieves a response of 31.5%, which is nearly three times higher than that of pure PANi. A detailed comparative analysis indicates that the carbon nanostructures play a dual role: they enhance the conductivity of the system and activate surface gas-material interactions. Thus, the formation of hierarchical composites based on PANi and GO represents an effective strategy for enhancing the sensitivity and improving the dynamic characteristics of room-temperature CO sensors. The obtained results confirm the high potential of PANi/GO composites for applications in environmental monitoring systems, industrial safety, and next-generation intelligent sensor platforms.

Identifiers

PMID42006820
PMCPMC13088777

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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.