Evidence map›Paper›PMID 39795633›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Combining Postural Sway Parameters and Machine Learning to Assess Biomechanical Risk Associated with Load-Lifting Activities.

Giuseppe Prisco, Maria Agnese Pirozzi, Antonella Santone, Mario Cesarelli, Fabrizio Esposito, Paolo Gargiulo, Francesco Amato, Leandro Donisi

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. 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. Review
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.

Giuseppe PriscoDepartment of Medicine and Health Sciences, University of Molise, 86100 Campobasso, Italy.ORCID 0009-0002-1981-5843
Maria Agnese PirozziDepartment of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, 80138 Naples, Italy.ORCID 0000-0002-4632-3513
Antonella SantoneDepartment of Medicine and Health Sciences, University of Molise, 86100 Campobasso, Italy.
Mario CesarelliDepartment of Engineering, University of Sannio, 82100 Benevento, Italy.
Fabrizio EspositoDepartment of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, 80138 Naples, Italy.ORCID 0000-0002-5099-9786
Paolo GargiuloInstitute of Biomedical and Neural Engineering, Reykjavik University, 102 Reykjavik, Iceland.
Francesco AmatoDepartment of Information Technology and Electrical Engineering, University of Naples Federico II, 80125 Naples, Italy.ORCID 0000-0002-9053-3139
Leandro DonisiDepartment of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, 80138 Naples, Italy.ORCID 0000-0002-9746-2265

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

biomechanical risk assessmentmachine learningphysical ergonomicspostural swayRevised NIOSH Lifting Equationwearable inertial sensorsweight lifting

Identifiers

PMID39795633
PMCPMC11720042

What OpenQuestion holds

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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.