Evidence map›Paper›PMID 42346591›Full record

ArticleJournal of personalized medicine2026

Identifying Risk Groups in 401,846 Osteoarthritis Patients Undergoing Total Hip Arthroplasty: A Machine Learning Clustering Analysis.

Alishah Ahmadi, Anthony J Kaywood, Areeb Ansari, Alejandra Chavarria, Oserekpamen Favour Omobhude, Adam Kiss, Mateusz Faltyn, Jason S Hoellwarth

Abstract read
In one paragraph

Article in Journal of personalized 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

8 authors.

Alishah AhmadiSchool of Medicine, New York Medical College, Valhalla, NY 10595, USA.ORCID 0009-0005-8893-416X
Anthony J KaywoodSchool of Medicine, New York Medical College, Valhalla, NY 10595, USA.
Areeb AnsariDepartment of Biology, St. John's University, Queens, New York, NY 11439, USA.
Alejandra ChavarriaSchool of Medicine, New York Medical College, Valhalla, NY 10595, USA.
Oserekpamen Favour OmobhudeSchool of Medicine, New York Medical College, Valhalla, NY 10595, USA.ORCID 0000-0001-6920-1589
Adam KissSchool of Medicine, New York Medical College, Valhalla, NY 10595, USA.ORCID 0000-0001-7442-4250
Mateusz FaltynResearch & Development, Trilemma Capital, Vancouver, BC V6Z 2X7, Canada.
Jason S HoellwarthDepartment of Limb Lengthening and Complex Reconstruction, Hospital for Special Surgery, New York, NY 10021, USA.ORCID 0000-0001-7065-0656

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

comorbiditiesnational inpatient sampleosteoarthritisperioperative outcomestotal hip arthroplasty

Identifiers

PMID42346591
PMCPMC13302313

What OpenQuestion holds

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LicenceCC BY
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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.