Evidence map›Paper›PMID 42282503›Full record

ArticleOTA international : the open access journal of orthopaedic trauma2026

Efficacy and limitations of a web-based native adult knee septic arthritis calculator in urban trauma care.

Ryan P Serbin, Joseph Burger, Susan Odum, Calvin Chandler, Sarah Welch, Noah Di Napoli, Ashley Duncan, Meghan K Wally, William Lack, Madhav Karunakar and 2 more

Abstract read
In one paragraph

Article in OTA international : the open access journal of orthopaedic trauma, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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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

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

12 authors.

Ryan P SerbinDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
Joseph BurgerDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
Susan OdumDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
Calvin ChandlerDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
Sarah WelchCampbell University School of Osteopathic Medicine, Lillington, NC.
Noah Di NapoliWake Forest University School of Medicine, Winston-Salem, NC.
Ashley DuncanDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
Meghan K WallyDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
William LackUniversity of Washington, Department of Orthopaedic Surgery and Sports Medicine, Seattle, WA.
Madhav KarunakarDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
Rachel B SeymourDepartment of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
Evidence-Based Musculoskeletal Injury and Trauma Collective (EMIT)

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Septic arthritis of the knee presents significant diagnostic challenges. Traditional diagnostic methods demonstrate limited sensitivity and specificity, whereas delayed intervention risks irreversible joint damage. A web-based septic arthritis calculator offers quantifiable risk assessment, but its performance requires validation. Questions/Purposes: We evaluated (1) diagnostic accuracy of a web-based septic arthritis calculator in a tertiary referral center and (2) optimal risk thresholds for recommending surgical intervention and for confidently excluding septic arthritis. Methods: We retrospectively analyzed 121 consults for suspected septic arthritis of the knee including arthrocentesis in adult patients at a tertiary referral center from 2018 to 2023. Newman criteria served as the diagnostic gold standard for septic arthritis. We calculated risk probabilities using the web-based tool incorporating 6 clinical and laboratory variables. Receiver operating characteristic analysis identified optimal thresholds for surgical intervention and assessed diagnostic performance. Results: The calculator demonstrated excellent discrimination between septic (n = 75) and nonseptic (n = 46) joints (area under the curve of 0.97 [95% confidence interval 0.95-0.99; Conclusions: The web-based calculator provides excellent diagnostic accuracy and clinically relevant thresholds derived from ROC analysis: ≥58% for recommending surgical intervention and <24.6% for confidently excluding septic arthritis. These findings support systematic implementation in tertiary referral centers to enhance diagnostic precision and optimize resource allocation, although prospective validation remains essential. Level of Evidence: III.

Indexed as

kneerisk assessmentseptic arthritis

Identifiers

PMID42282503
PMCPMC13253001

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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.