Evidence map›Paper›PMID 41471542›Full record

ArticleSensors (Basel, Switzerland)2025

Sensor-Based Evaluation of Purslane-Enriched Biscuits Using Multivariate Feature Selection and Spectral Analysis.

Stanka Baycheva, Zlatin Zlatev, Neli Grozeva, Toncho Kolev, Milena Tzanova, Zornitsa Zherkova

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

6 authors.

Stanka BaychevaDepartment of Food Technologies, Faculty of Technic and Technologies, Trakia University, 38 Graf Ignatiev Str., 8600 Yambol, Bulgaria.ORCID 0000-0002-3725-7868
Zlatin ZlatevDepartment of Food Technologies, Faculty of Technic and Technologies, Trakia University, 38 Graf Ignatiev Str., 8600 Yambol, Bulgaria.ORCID 0000-0003-3080-5048
Neli GrozevaDepartment of Biological Sciences, Faculty of Agriculture, Trakia University, Students' Campus, 6000 Stara Zagora, Bulgaria.ORCID 0000-0003-0401-6686
Toncho KolevDepartment of Food Technologies, Faculty of Technic and Technologies, Trakia University, 38 Graf Ignatiev Str., 8600 Yambol, Bulgaria.
Milena TzanovaDepartment of Biological Sciences, Faculty of Agriculture, Trakia University, Students' Campus, 6000 Stara Zagora, Bulgaria.
Zornitsa ZherkovaDepartment of Biological Sciences, Faculty of Agriculture, Trakia University, Students' Campus, 6000 Stara Zagora, Bulgaria.ORCID 0009-0000-9560-8171

Funding

EU; Bulgarian Ministry of Education and Science KP-06-PN66/9/SUNI/-BG-175467353-2022-04-0026; BG-RRP-2.004-0006-C02
6 · The paper itself

Abstract

This study presents a sensor-integrated framework for evaluating purslane (

Indexed as

BreadFlourHyperspectral ImagingPortulacaCalciumChemometricsColorElectric ConductivityHydrogen-Ion ConcentrationIronManganeseSpectrum AnalysisZincCalciumIronManganeseZincchemometric modelingfood sensorsnon-destructive analysisreflectance spectroscopysignal processingsmart food monitoring

Identifiers

PMID41471542
PMCPMC12737226

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.