Evidence map›Paper›PMID 42197730›Full record

ArticleSensors (Basel, Switzerland)2026

Robot-Assisted Gait Training Enhances Phase-Specific Torque Generation, Balance, and Motor Recovery in Hemiplegia.

Gökhan Özkoçak, Ecem Sorucu, Rocco Salvatore Calabrò

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

3 authors.

Gökhan ÖzkoçakDepartment of Physical Medicine and Rehabilitation, Faculty of Medicine, Istanbul Aydin University, 34295 Istanbul, Turkey.ORCID 0000-0003-3174-5630
Ecem SorucuFaculty of Life Sciences, University of Bristol, Bristol BS8 1QU, UK.ORCID 0009-0002-6186-3187
Rocco Salvatore CalabròSpinal Cord Unit, IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico) Centro Neurolesi "Bonino-Pulejo", 98124 Messina, Italy.ORCID 0000-0002-8566-3166

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gait dysfunction is a common and disabling consequence of stroke, frequently associated with impaired lower-limb torque generation and reduced balance. Robot-assisted gait training (RAGT) has emerged as a promising intervention; however, its phase-specific biomechanical effects remain incompletely characterized. This pilot mechanistic study investigated the effects of Walkbot-assisted gait training on phase-specific lower-limb torque and clinical outcomes in individuals with unilateral hemiplegia. Fifteen patients with hemiplegia underwent Walkbot-assisted gait training. Joint torque values were normalized to body mass (Nm/kg). Phase-specific torque was analyzed during the swing and stance phases for the affected and unaffected limbs. Pre-post differences were evaluated using the Wilcoxon signed-rank test. Functional balance and motor impairment were assessed using the Berg Balance Scale (BBS) and the Fugl-Meyer Assessment-Lower Extremity (FMA-LE). Significant torque increases were observed in both gait phases. Median swing-phase torque increased from 0.261 to 0.361 Nm/kg in the affected limb and from 0.254 to 0.334 Nm/kg in the unaffected limb (

Indexed as

GaitHemiplegiaPostural BalanceRoboticsAgedBiomechanical PhenomenaFemaleHumansLower ExtremityMaleMiddle AgedRecovery of FunctionTorqueBerg Balance ScaleFugl–Meyer Assessmentgait biomechanicshemiplegiajoint torquemotor recoveryrobot-assisted gait trainingstance phasestrokeswing phase

Identifiers

PMID42197730
PMCPMC13210818

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.