Evidence map›Paper›PMID 34066599›Full record

ArticleDiagnostics (Basel, Switzerland)2021

Machine Learning Study in Caries Markers in Oral Microbiota from Monozygotic Twin Children.

Esther Alia-García, Manuel Ponce-Alonso, Claudia Saralegui, Ana Halperin, Marta Paz Cortés, María Rosario Baquero, David Parra-Pecharromán, Javier Galeano, Rosa Del Campo

Open access · goldAbstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
0.6field-weighted citation impact, top 33% 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

4 citing papers in PubMed, 1 synthesis or guideline pooled it, 5 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. 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

9 authors at 4 institutions in 1 country.

Esther Alia-GarcíaFacultad de Ciencias de la Salud, Universidad Alfonso X El Sabio, Villanueva de la Cañada, 28691 Madrid, Spain.
Manuel Ponce-AlonsoServicio de Microbiología, Hospital Universitario Ramón y Cajal and Instituto Ramón y Cajal de Investigaciones Sanitarias (IRYCIS), 28034 Madrid, Spain.ORCID 0000-0002-3239-9373
Claudia SaraleguiServicio de Microbiología, Hospital Universitario Ramón y Cajal and Instituto Ramón y Cajal de Investigaciones Sanitarias (IRYCIS), 28034 Madrid, Spain.
Ana HalperinServicio de Microbiología, Hospital Universitario Ramón y Cajal and Instituto Ramón y Cajal de Investigaciones Sanitarias (IRYCIS), 28034 Madrid, Spain.ORCID 0000-0003-3652-7915
Marta Paz CortésFacultad de Ciencias de la Salud, Universidad Alfonso X El Sabio, Villanueva de la Cañada, 28691 Madrid, Spain.ORCID 0000-0003-3652-1863
María Rosario BaqueroFacultad de Ciencias de la Salud, Universidad Alfonso X El Sabio, Villanueva de la Cañada, 28691 Madrid, Spain.ORCID 0000-0001-8825-1696
David Parra-PecharrománFacultad de Ciencias de la Salud, Universidad Alfonso X El Sabio, Villanueva de la Cañada, 28691 Madrid, Spain.
Javier GaleanoComplex Systems Group, Universidad Politécnica de Madrid, 28040 Madrid, Spain.ORCID 0000-0003-0706-4317
Rosa Del CampoFacultad de Ciencias de la Salud, Universidad Alfonso X El Sabio, Villanueva de la Cañada, 28691 Madrid, Spain.ORCID 0000-0003-1147-7923
Instituto Ramón y Cajal de Investigación Sanitaria · ESUniversidad Alfonso X el Sabio · ESGuardia Civil · ESUniversidad Politécnica de Madrid · ES

Funding

European Regional Development Fund ERDF 'A way to achieve EuropeFundación Mutua Madrileña AP165902017Fundación Universidad Alfonso X el Sabio-Santander Universidades 1.010.811Instituto de Salud Carlos III P117/115
6 · The paper itself

Abstract

In recent years, the etiology of caries has evolved from a simplistic infectious perspective based on

Indexed as

alloprevotellacore microbiotaLEfSemachine learningoral microbiotaPCoAprevotella

Identifiers

PMID34066599
PMCPMC8148599
OpenAlexW3158809147

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.