Evidence map›Paper›PMID 42074766›Full record

ArticleJournal of clinical medicine2026

OH-MEMA: An Integrated One Health Mixed-Effects Modeling Approach for Syndromic Surveillance.

Aseel Basheer, Parisa Masnadi Khiabani, Wolfgang Jentner, Aaron Wendelboe, Jason R Vogel, Katrin Gaardbo Kuhn, Michael C Wimberly, Dean Hougen, David Ebert

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Journal of clinical medicine, 2026. 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

9 authors.

Aseel BasheerData Institute for Societal Challenges (DISC), University of Oklahoma, Norman, OK 73019, USA.ORCID 0000-0002-6483-3365
Parisa Masnadi KhiabaniData Institute for Societal Challenges (DISC), University of Oklahoma, Norman, OK 73019, USA.ORCID 0009-0002-8569-7224
Wolfgang JentnerOffice of Responsible Artificial Intelligence (ORAI), University of Arizona, Tucson, AZ 85721, USA.ORCID 0000-0003-1045-6020
Aaron WendelboeDepartment of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA.ORCID 0000-0002-8670-7730
Jason R VogelSchool of Civil Engineering and Environmental Science, University of Oklahoma, Norman, OK 73019, USA.
Katrin Gaardbo KuhnHudson College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73117, USA.ORCID 0000-0003-4905-837X
Michael C WimberlyData Institute for Societal Challenges (DISC), University of Oklahoma, Norman, OK 73019, USA.ORCID 0000-0003-1549-3891
Dean HougenSchool of Computer Science, University of Oklahoma, Norman, OK 73019, USA.ORCID 0000-0001-5393-1480
David EbertOffice of Responsible Artificial Intelligence (ORAI), University of Arizona, Tucson, AZ 85721, USA.ORCID 0000-0001-6177-1296

Funding

National Science Foundation 2200299The Data Institute for Societal Challenges (DISC) at the University of Oklahoma 0000
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

collaborative surveillancecomputational modelinginfectious disease epidemiologyone healthpandemic intelligencepublic health data integration

Identifiers

PMID42074766
PMCPMC13115817

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.