Evidence map›Paper›PMID 41607911›Full record

ArticleFrontiers in public health2025

Employing AI tools to predict features for dental care use in the United States during the global respiratory illness outbreak.

Preeti Pushpalata Zanwar, Hamid-Reza Kohan-Ghadr, Vijayakumar Thirumalai, Suad Ghaddar, Shuo Jim Huang, Beth Harkness, Eben Rey, Romanch Shah, Sairaja Reddy Kurelli, Jay S Patel and 3 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in public health, 2025. 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
–field-weighted citation impact
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.

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

13 authors.

Preeti Pushpalata ZanwarCenter for Health and Social Sciences, University of Chicago, Chicago, IL, United States.
Hamid-Reza Kohan-GhadrSysBioSolutions LLC, Portage, MI, United States.
Vijayakumar ThirumalaiHealthPartners Institute, Minneapolis, MN, United States.
Suad GhaddarUniversity of Texas Rio Grande Valley, Edinburg, TX, United States.
Shuo Jim HuangInstitute for Health Computing, University of Maryland, North Bethesda, MD, United States.
Beth HarknessInova Health System, Fairfax, VA, United States.
Eben ReyNEIO Systems LLC, Los Angeles, CA, United States.
Romanch ShahSchulich School of Medicine and Dentistry, Western University, London, ON, Canada.
Sairaja Reddy KurelliUniversity of Texas Austin, Sugar Land, TX, United States.
Jay S PatelTemple University Kornberg School of Dentistry, Philadelphia, PA, United States.
Luca CalzoniUniversity of Pittsburgh, Pittsburgh, PA, United States.
Elif Dede YildirimNational Institutes on Minority Health and Health Disparities, Bethesda, MD, United States.
Deborah Guadalupe DuranNational Institutes on Minority Health and Health Disparities, Bethesda, MD, United States.

Funding

Resources and DisseminationP30AG066619 · NIA · UNIVERSITY OF CHICAGO · PI EMILY J ROGALSKI · 2020 to 2026
$6.8M
Diabetes, Obesity, and Metabolic ComplicationsT32DK098107 · NIDDK · UNIVERSITY OF MARYLAND BALTIMORE · PI TAYLOR, SIMEON I. · 2015 to 2025
$2.4M
NIA NIH HHS P30 AG066619NIDDK NIH HHS T32 DK098107
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencecloud computingcross-sector collaboration (partnerships)dental health policydental health services researchdental population healthdental public health

Identifiers

PMID41607911
PMCPMC12835335

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.