Evidence map›Paper›PMID 36230181›Full record

ArticleFoods (Basel, Switzerland)2022

Classification of Beef

Sara León-Ecay, Ainara López-Maestresalas, María Teresa Murillo-Arbizu, María José Beriain, José Antonio Mendizabal, Silvia Arazuri, Carmen Jarén, Phillip D Bass, Michael J Colle, David García and 2 more

Open access · goldAbstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2022. 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, 13 citations in OpenAlex.

  1. Review
  2. Review
  3. Article
  4. Article
  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

12 authors at 2 institutions in 2 countries.

Sara León-EcayIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Agricultural Engineering, Biotechnology and Food, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0002-4868-7177
Ainara López-MaestresalasIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Engineering, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0001-6636-0752
María Teresa Murillo-ArbizuIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Agricultural Engineering, Biotechnology and Food, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0002-6371-0080
María José BeriainIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Agricultural Engineering, Biotechnology and Food, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0002-6662-6394
José Antonio MendizabalIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Agricultural Engineering, Biotechnology and Food, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0003-1316-4293
Silvia ArazuriIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Engineering, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0003-2300-7419
Carmen JarénIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Engineering, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0003-3103-7255
Phillip D BassDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID 83844, USA.
Michael J ColleDepartment of Animal, Veterinary, and Food Sciences, University of Idaho, Moscow, ID 83844, USA.
David GarcíaLev2050, Polígono Industrial Plazaola, Manzana E, nave 10, 31195 Aizoáin, Spain.
Miguel Romano-MorenoLev2050, Polígono Industrial Plazaola, Manzana E, nave 10, 31195 Aizoáin, Spain.
Kizkitza InsaustiIS-FOOD (Institute of Innovation and Sustainable Development in Food Chain), Department of Agricultural Engineering, Biotechnology and Food, Campus de Arrosadia, UPNA (Universidad Pública de Navarra), 31006 Pamplona, Spain.ORCID 0000-0002-3821-814X
Universidad Publica de Navarra · ESUniversity of Idaho · US

Funding

Comunidad Foral de Navarra 0011-1365-2019-000091
6 · The paper itself

Abstract

Nowadays, the meat industry requires non-destructive, sustainable, and rapid methods that can provide objective and accurate quality assessment with little human intervention. Therefore, the present research aimed to create a model that can classify beef samples from

Indexed as

chemometricsHSImeat qualityPLS-DAtexture

Identifiers

PMID36230181
PMCPMC9562682
OpenAlexW4303644963

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.