Evidence map›Paper›PMID 41649552›Full record

ArticleEuropean spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society2026

Wearable sensor-based spinal motion assessments for identifying phenotypic clusters in chronic low back pain.

Prasath Mageswaran, Jonathan Dufour, Alexander Aurand, Ryan Gifford, Guy Brock, Yousef Alish, Gregory Knapik, Hamed Hani, Lindsay Hanes, Samantha Krening and 18 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

28 authors.

Prasath MageswaranSpine Research Institute, The Ohio State University, Columbus, United States. prasath.1@osu.edu.
Jonathan DufourSpine Research Institute, The Ohio State University, Columbus, United States.
Alexander AurandSpine Research Institute, The Ohio State University, Columbus, United States.
Ryan GiffordSpine Research Institute, The Ohio State University, Columbus, United States.
Guy BrockBioinformatics, The Ohio State University, Columbus, United States.
Yousef AlishBioinformatics, The Ohio State University, Columbus, United States.
Gregory KnapikSpine Research Institute, The Ohio State University, Columbus, United States.
Hamed HaniSpine Research Institute, The Ohio State University, Columbus, United States.
Lindsay HanesSpine Research Institute, The Ohio State University, Columbus, United States.
Samantha KreningSpine Research Institute, The Ohio State University, Columbus, United States.
Francesco SammartinoWexner Medical Center, The Ohio State University, Columbus, United States.
Dukagjin BlakajWexner Medical Center, The Ohio State University, Columbus, United States.
Ehud MendelNeurosurgery, Yale University, New Haven, United States.
Melissa Tornero-BoldWexner Medical Center, The Ohio State University, Columbus, United States.
Andrew GrossbachWexner Medical Center, The Ohio State University, Columbus, United States.
Kristen NoonWexner Medical Center, The Ohio State University, Columbus, United States.
Joanna PengWexner Medical Center, The Ohio State University, Columbus, United States.
Adam FarrisWexner Medical Center, The Ohio State University, Columbus, United States.
Varun SinghWexner Medical Center, The Ohio State University, Columbus, United States.
Venkat KavuriWexner Medical Center, The Ohio State University, Columbus, United States.
Christina McGheeWexner Medical Center, The Ohio State University, Columbus, United States.
Anthony NguyenWexner Medical Center, The Ohio State University, Columbus, United States.
Jaime PattersonWexner Medical Center, The Ohio State University, Columbus, United States.
Whitney LukeWexner Medical Center, The Ohio State University, Columbus, United States.
Nasir HussainWexner Medical Center, The Ohio State University, Columbus, United States.
Jayesh VallabhWexner Medical Center, The Ohio State University, Columbus, United States.
Tristan WeaverWexner Medical Center, The Ohio State University, Columbus, United States.
William MarrasSpine Research Institute, The Ohio State University, Columbus, United States.

Funding

Back Pain Consortium (BACPAC) Research Program Data Integration, Algorithm Development and Operations Management CenterU24AR076730 · NIAMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ANSTROM, KEVIN J, IVANOVA, ANASTASIA · 2019 to 2024
$60.0M
The Spine Phenome Project: Enhancing Patient DiversityUH3AR076729 · NIAMS · OHIO STATE UNIVERSITY · PI KHAN, SAFDAR N., MARRAS, WILLIAM STEVEN · 2021 to 2022
$3.9M
The Spine Phenome Project: Enabling Technology for Personalized MedicineUH2AR076729 · NIAMS · OHIO STATE UNIVERSITY · PI KHAN, SAFDAR N., MARRAS, WILLIAM STEVEN · 2019 to 2019
$902k
NIAMS NIH HHS U24 AR076730NIAMS NIH HHS UH2 AR076729NIAMS NIH HHS UH3 AR076729
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Back painBiopsychosocialClinical outcome assessmentDigital biomarkerDigital healthFunctionObjective metricsSpinal motionWearables

Identifiers

PMID41649552
PMCPMC13633988

What OpenQuestion holds

Textmetadata
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.