Evidence map›Paper›PMID 31161321›Full record

ArticleAnalytical and bioanalytical chemistry2019

Electrochemical inhibition bacterial sensor array for detection of water pollutants: artificial neural network (ANN) approach.

Hisham Abu-Ali, Alexei Nabok, Thomas J Smith

Open access · hybridAbstract read
In one paragraph

Article in Analytical and bioanalytical chemistry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.8field-weighted citation impact, top 17% of its field
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

5 citing papers in PubMed, 36 citations in OpenAlex.

  1. Article
  2. Shewanella oneidensis: Biotechnological Application of Metal-Reducing Bacteria.Advances in biochemical engineering/biotechnology · 2025
    Review
  3. Article
  4. Review
  5. Article
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

3 authors at 2 institutions in 2 countries.

Hisham Abu-AliMaterials and Engineering Research Institute, Sheffield Hallam University, City Campus, Paternoster Row, Sheffield, S1 1WB, UK.
Alexei NabokMaterials and Engineering Research Institute, Sheffield Hallam University, City Campus, Paternoster Row, Sheffield, S1 1WB, UK. a.nabok@shu.ac.uk.
Thomas J SmithBiomolecular Research Centre, Sheffield Hallam University, City Campus, Sheffield, S1 1WB, UK.
Sheffield Hallam University · GBUniversity of Basrah · IQ

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This work reports on further development of an inhibition electrochemical sensor array based on immobilized bacteria for the preliminary detection of a wide range of organic and inorganic pollutants, such as heavy metal salts (HgCl

Indexed as

Neural Networks, ComputerBacteriaBiosensing TechniquesDielectric SpectroscopyElectrochemical TechniquesLimit of DetectionMetals, HeavyPesticidesPetroleum PollutionWater Pollutants, ChemicalMetals, HeavyPesticidesWater Pollutants, ChemicalArtificial neural network (ANN)Electrochemical sensor arrayImmobilized bacteriaInhibition biosensorPattern recognitionWater pollution

Identifiers

PMID31161321
PMCPMC6881469
OpenAlexW2948454291

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.