Evidence map›Paper›PMID 35048036›Full record

ArticleFrontiers in oral health2021

Predicting Treatment Nonresponse in Hispanic/Latino Children Receiving Silver Diamine Fluoride for Caries Arrest: A Pilot Study Using Machine Learning.

Ryan Richard Ruff, Bidisha Paul, Maria A Sierra, Fangxi Xu, Xin Li, Yasmi O Crystal, Deepak Saxena

Open access · goldAbstract read
In one paragraph

Article in Frontiers in oral health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
0.9field-weighted citation impact, top 26% 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

2 citing papers in PubMed, 1 synthesis or guideline pooled it, 7 citations in OpenAlex.

  1. Pooled it
  2. 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

7 authors at 1 institution in 1 country.

Ryan Richard RuffDepartment of Epidemiology and Health Promotion, New York University College of Dentistry, New York, NY, United States.
Bidisha PaulDepartment of Molecular Pathobiology, New York, NY, United States.
Maria A SierraDepartment of Molecular Pathobiology, New York, NY, United States.
Fangxi XuDepartment of Molecular Pathobiology, New York, NY, United States.
Xin LiDepartment of Molecular Pathobiology, New York, NY, United States.
Yasmi O CrystalDepartment of Epidemiology and Health Promotion, New York University College of Dentistry, New York, NY, United States.
Deepak SaxenaDepartment of Molecular Pathobiology, New York, NY, United States.
York University · US

Funding

The role of the oral microbiome in disparities in dental caries and responsiveness to caries preventionR56DE028933 · NIDCR · NEW YORK UNIVERSITY · PI RUFF, RYAN RICHARD, SAXENA, DEEPAK · 2020 to 2020
$517k
NIDCR NIH HHS R56 DE028933
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

dental caries-most common childhood diseasesmachine learningmicrobiomesilver diamine fluoridetreatment nonresponse

Identifiers

PMID35048036
PMCPMC8757842
OpenAlexW3185732190

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.