Evidence map›Paper›PMID 42604939›Full record

ArticleScientific reports2026

Prevalence of non-spinal pathology and red flag diagnoses associated with care seeking for low back pain in the Military Health System.

Daniel I Rhon, Nathan A Parsons, Riley Boeth, Xiaoning Yuan

Abstract read
In one paragraph

Article in Scientific reports, 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

4 authors.

Daniel I RhonDepartment of Rehabilitation Medicine, Brooke Army Medical Center, JBSA Fort Sam Houston, 3551 Roger Brooke Drive, Houston, TX, 78234, USA. daniel.rhon@usuhs.edu.ORCID 0000-0002-4320-990X
Nathan A ParsonsDepartment of Rehabilitation Medicine, Brooke Army Medical Center, JBSA Fort Sam Houston, 3551 Roger Brooke Drive, Houston, TX, 78234, USA.
Riley BoethThe Geneva Foundation, 6700a Rockledge Dr, Suite 510, Bethesda, MD, USA.
Xiaoning YuanDepartment of Rehabilitation Medicine, Uniformed Services University, 4301 Jones Bridge Road, Bethesda, MD, USA.

Funding

Uniformed Services University of the Health Sciences HU0001222061
6 · The paper itself

Abstract

To identify potential red flag diagnoses in a cohort of patients seeking care for LBP, compare prevalence rates based on the setting of initial diagnosis, and identify demographic risk factors. A longitudinal cohort study using US Military Health System Data Repository data, identifying all patients seeking care for LBP in military clinics between January 2015 and December 2019. LBP cases and red-flag conditions were identified using diagnostic codes in electronic medical records. The setting of initial LBP diagnosis was also identified (immediate care: emergency/urgent care clinics, versus all others). 1,214,604 individuals sought care for LBP and met study criteria (37.7% female, 55.3% active duty, mean age: 34.7 years), with 10.2% initially seen in immediate care settings. A total of 2.9% of patients received a red-flag diagnosis within 90 days of the index LBP visit, ranging from 0.02% for cauda equina syndrome, vertebral fracture, abdominal aortic aneurysm, and ankylosing spondylitis to 1.2% for infection. Immediate care as the setting of initial LBP diagnosis, female sex, non-active-duty, and increasing age increased the odds for most red flag diagnoses. In patients seeking care for LBP, serious pathology was uncommon; only 2.9% with red flag diagnoses (3.2% immediate care versus 2.2% other settings). The rate of red flag diagnoses was significantly higher among patients initially seen in immediate care, except for cancer, gynecological disorders, and ankylosing spondylitis. Active-duty service members had higher odds for vertebral fractures and cancer, while males had higher risk for abdominal aortic aneurysm.

Indexed as

Low Back PainMilitary HealthMilitary PersonnelAdultCauda Equina SyndromeFemaleHumansLongitudinal StudiesMaleMiddle AgedPrevalenceRisk FactorsSpinal FracturesSpondylitis, AnkylosingUnited StatesCare settingsEmergency medicineLow back painRed flags

Identifiers

PMID42604939
PMCPMC13478311

What OpenQuestion holds

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Registered trials

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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.