Evidence map›Paper›PMID 34172112›Full record

ArticlePediatric dentistry2021

An Automated Machine Learning Classifier for Early Childhood Caries.

Deepti S Karhade, Jeff Roach, Poojan Shrestha, Miguel A Simancas-Pallares, Jeannie Ginnis, Zachary J S Burk, Apoena A Ribeiro, Hunyong Cho, Di Wu, Kimon Divaris

Open access · greenAbstract read
PubMed Full text at PMC
In one paragraph

Article in Pediatric dentistry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
11.7field-weighted citation impact, top 1% 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

34 citing papers in PubMed, 37 citations in OpenAlex.

  1. Review
  2. Article
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  4. [Current applications and future perspectives of automation technologies and devices in oral diagnosis and treatment].Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology · 2026
    Review
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  6. Article
  7. Article
  8. Review
  9. Article
  10. Review
  11. Review
  12. Review
  13. Review
  14. Article
  15. Observational
  16. Article
  17. Tech Bytes-Harnessing Artificial Intelligence for Pediatric Oral Health: A Scoping Review.International journal of clinical pediatric dentistry · 2024
    Article
  18. Review
  19. Review
  20. Review
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

10 authors at 1 institution in 1 country.

Deepti S KarhadeDr. Karhade is a pediatric dentistry resident, Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA; deepti_karhade@unc. edu.
Jeff RoachDr. Roach is a senior scientific research associate, Research Computing, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Poojan ShresthaDr. Shrestha is a pediatric dentistry resident, Division of Pediatric and Public Health, Adams School of Dentistry, and PhD candidate, Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Miguel A Simancas-PallaresDr. Simancas-Pallares is a pediatric dentistry resident, Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Jeannie GinnisDr. Ginnis is an assistant professor, Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Zachary J S BurkMr. Burk is a DDS candidate, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Apoena A RibeiroDr. Ribeiro is an associate professor, Division of Diagnostic Sciences, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Hunyong ChoMr. Cho is a PhD candidate, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Di WuDr. Wu is an associate professor, Department of Biostatistics, Gillings School of Global Public Health, and Division of Oral and Craniofacial Health Research, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
Kimon DivarisDr. Divaris is a professor, Division of Pediatric and Public Health, Adams School of Dentistry, University of North Carolina at Chapel Hill, Chapel Hill, N.C., USA.
University of North Carolina at Chapel Hill · US

Funding

Genome-Wide Association Study of Early Childhood CariesU01DE025046 · NIDCR · UNIV OF NORTH CAROLINA CHAPEL HILL · PI DIVARIS, KIMON · 2015 to 2019
$8.4M
Investigating the microbial basis of early childhood caries via metagenomics and metatranscriptomics analysesR03DE028983 · NIDCR · UNIV OF NORTH CAROLINA CHAPEL HILL · PI WU, DI · 2019 to 2020
$299k
NIDCR NIH HHS R03 DE028983NIDCR NIH HHS U01 DE025046
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Dental CariesDental Caries SusceptibilityChildChild, PreschoolHumansMachine LearningNorth CarolinaNutrition SurveysPrevalence

Identifiers

PMID34172112
PMCPMC8278225
OpenAlexW3173292660

What OpenQuestion holds

Textmetadata
LicenceTDM
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.