Application of K-Means Clustering Algorithm to Commercial Parameters of

Fabricio Guevara-Viejó, Juan Diego Valenzuela-Cobos, Purificación Vicente-Galindo, Purificación Galindo-Villardón

Open access · goldAbstract read

In one paragraph

Article in Journal of fungi (Basel, Switzerland), 2021. 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

1.5field-weighted citation impact, top 19% 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

0 citing papers in PubMed, 12 citations in OpenAlex.

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

4 authors at 1 institution in 2 countries.

Fabricio Guevara-ViejóFacultad de Ciencias e Ingeniería, Universidad Estatal de Milagro (UNEMI), 091050 Milagro, Ecuador.

Juan Diego Valenzuela-CobosFacultad de Ciencias e Ingeniería, Universidad Estatal de Milagro (UNEMI), 091050 Milagro, Ecuador.ORCID 0000-0002-1690-1204

Purificación Vicente-GalindoDepartment of Statistics, University of Salamanca, 37008 Salamanca, Spain.

Purificación Galindo-VillardónDepartment of Statistics, University of Salamanca, 37008 Salamanca, Spain.ORCID 0000-0001-6977-7545

Universidad de Salamanca · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Data of the commercial parameters of

Indexed as

commercial parametersK-means clustering algorithmPleurotus djamorPleurotus ostreatusvisualization

Identifiers

PMID34356916

DOI10.3390/jof7070537

PMCPMC8304144

OpenAlexW3179089710

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.