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799 Results Found

  • Article
  • Open Access
14 Citations
4,340 Views
13 Pages

Characteristics of Gait Variability in the Elderly While Walking on a Treadmill with Gait Speed Variation

  • Bohyun Kim,
  • Changhong Youm,
  • Hwayoung Park,
  • Myeounggon Lee and
  • Byungjoo Noh

Gait variability (GV), which is a variable for predicting mobility issues and risk of falling in elderly people, is defined as the fluctuation in spatiotemporal characteristics from one step to the next in walking. The goal of this study was to analy...

  • Article
  • Open Access
11 Citations
4,095 Views
10 Pages

Gait Variability to Phenotype Common Orthopedic Gait Impairments Using Wearable Sensors

  • Junichi Kushioka,
  • Ruopeng Sun,
  • Wei Zhang,
  • Amir Muaremi,
  • Heike Leutheuser,
  • Charles A. Odonkor and
  • Matthew Smuck

29 November 2022

Mobility impairments are a common symptom of age-related degenerative diseases. Gait features can discriminate those with mobility disorders from healthy individuals, yet phenotyping specific pathologies remains challenging. This study aims to identi...

  • Article
  • Open Access
7 Citations
3,903 Views
18 Pages

9 January 2025

Background: Gait disturbances characterized by asymmetries in lower limb strength and gait patterns are frequently observed in stroke patients, which increases gait variability and fall risk. However, the extent to which lower limb strength asymmetry...

  • Article
  • Open Access
7 Citations
4,744 Views
8 Pages

Changes in Gait Parameters and Gait Variability in Young Adults during a Cognitive Task While Slope and Flat Walking

  • Ga Young Park,
  • Sang Seok Yeo,
  • Young Chan Kwon,
  • Hyeong Seok Song,
  • Yu Jin Lim,
  • Yu Mi Ha,
  • Seung Hee Han and
  • Seunghue Oh

This study investigates the effects of a cognitive task while walking on a slope or a flat surface on gait parameters and gait variability in young adults. The participants consisted of thirty healthy young subjects. They were instructed to walk on a...

  • Article
  • Open Access
3 Citations
3,008 Views
12 Pages

3 December 2023

Background: Children’s gait is traditionally understood to mature as young as three years old through pre-adolescence. Studies looking at gait biomechanics suggest that gait matures around three years old, while studies investigating gait varia...

  • Article
  • Open Access
10 Citations
3,528 Views
15 Pages

Association between Gait Variability and Gait-Ability Decline in Elderly Women with Subthreshold Insomnia Stage

  • Taesang Lee,
  • Myeounggon Lee,
  • Changhong Youm,
  • Byungjoo Noh and
  • Hwayoung Park

This study investigates the gait characteristics of elderly women, aged more than 65 years, with subthreshold insomnia stage at various walking speeds. A total of 392 participants (insomnia: 202 and controls: 190) wearing shoe-type inertial measureme...

  • Article
  • Open Access
1,475 Views
11 Pages

Nonlinear Gait Variability Increases with Age in Children from 2–10 Years Old

  • Bryon C. Applequist,
  • Zachary L. Motz and
  • Anastasia Kyvelidou

Background: Linear methods of analysis of variability are concerned with the magnitude of variability and often consider deviations from a central mean as errors. The utilization of nonlinear tools to examine variability allows for the exploration an...

  • Article
  • Open Access
10 Citations
4,754 Views
9 Pages

25 September 2020

Background: Cerebral palsy (CP) children present complex and heterogeneous motor disorders that cause gait deviations. Clinical gait analysis (CGA) is used to identify, understand and support the management of gait deviations in CP. Children with CP...

  • Article
  • Open Access
1,086 Views
14 Pages

Gait Variability and Spatiotemporal Parameters During Emotion-Induced Walking: Assessment with Inertial Measurement Units

  • Marvin Alvarez,
  • Angeloh Stout,
  • Luke Fisanick,
  • Chuan-Fa Tang,
  • David George Wilson,
  • Leslie Gray,
  • Breanne Logan and
  • Gu Eon Kang

8 October 2025

Emotion alters the way humans walk, yet most prior studies have relied on laboratory-based 3D motion capture systems. While accurate, these approaches limit translation to real-world settings and have largely focused on spatiotemporal parameters and...

  • Article
  • Open Access
13 Citations
3,926 Views
15 Pages

28 August 2021

Many falls in persons with multiple sclerosis (PwMS) occur during daily activities such as negotiating obstacles or changing direction. While increased gait variability is a robust biomarker of fall risk in PwMS, gait variability in more ecologically...

  • Article
  • Open Access
1,554 Views
19 Pages

Increased Temporal Variability of Gait in ASD: A Motion Capture and Machine Learning Analysis

  • Katharine Goldthorp,
  • Benn Henderson,
  • Pratheepan Yogarajah,
  • Bryan Gardiner,
  • Thomas Martin McGinnity,
  • Brad Nicholas and
  • Dawn C. Wimpory

8 July 2025

Motor deficits, including atypical gait, are common in individuals with autism spectrum disorder (ASD), although the precise nature and cause of this co-occurrence is unclear. Because walking is a natural activity and gait timing is a metric that is...

  • Article
  • Open Access
14 Citations
5,550 Views
11 Pages

Lower-Extremity Intra-Joint Coordination and Its Variability between Fallers and Non-Fallers during Gait

  • Hassan Sadeghi,
  • Seyed Sadredin Shojaedin,
  • Ali Abbasi,
  • Elham Alijanpour,
  • Marcus Fraga Vieira,
  • Zdeněk Svoboda and
  • Kianoush Nazarpour

22 March 2021

Falling is one of the most common causes of hip fracture and death in older adults. A comparison of the biomechanics of the gait in fallers and non-fallers older adults, especially joint coordination and coordination variability, enables the understa...

  • Article
  • Open Access
101 Citations
15,146 Views
16 Pages

16 November 2010

Wearable sensors for gait analysis are attracting wide interest. In this paper, a wearable ground reaction force (GRF) sensor system and its application to measure extrinsic gait variability are presented. To validate the GRF and centre of pressure (...

  • Article
  • Open Access
9 Citations
4,001 Views
10 Pages

Although body composition has been found to affect various motor functions (e.g., locomotion and balance), there is limited information on the effect of the interaction between body composition and age on gait variability. The purpose of this study w...

  • Article
  • Open Access
27 Citations
6,180 Views
18 Pages

19 November 2021

Motor variability in gait is frequently linked to fall risk, yet field-based biomechanical joint evaluations are scarce. We evaluated the validity and sensitivity of an inertial measurement unit (IMU)-driven biomechanical model of joint angle variabi...

  • Article
  • Open Access
1,139 Views
17 Pages

Associations of Lower Limb Muscle–Tendon Properties with Dual-Task Gait Variability: A Cross-Age Study

  • Zheng Dong,
  • YoungJin Moon,
  • Sang Ki Lee,
  • Hwi-yeol Yun,
  • JuWon Song,
  • JiaHao Xu,
  • Min Ju Shin,
  • DuBin Im and
  • XuanRu Wang

Objectives: This study is the first to investigate the association between lower limb muscle–tendon mechanical properties and dual-task gait variability using a handheld, non-invasive myotonometer (MyotonPRO). Methods: A cross-sectional design...

  • Article
  • Open Access
573 Views
15 Pages

Linking Motor and Cognitive Decline in Aging: Gait Variability and Working Memory as Early Markers of Frailty

  • Elisa Valeriano-Paños,
  • Mª Nieves Moro-Tejedor,
  • Mª Jesús Santamaria-Martin,
  • Susana Vega-Albala,
  • María Valeriano-Paños,
  • Juan Francisco Velarde-García and
  • Luis Enrique Roche-Seruendo

7 December 2025

Background/Objectives: Frailty is an age-related clinical syndrome characterized by diminished physiological reserves and increased vulnerability to adverse outcomes. Growing evidence suggests that frailty involves shared brain networks that regulate...

  • Article
  • Open Access
772 Views
12 Pages

Spatiotemporal Gait Variables and Step-to-Step Variability in Preschool-Aged Children Born Very Preterm at Risk for Developmental Coordination Disorder: A Cohort Study

  • Reem A. Albesher,
  • Jennifer L. McGinley,
  • Fiona L. Dobson,
  • Benjamin F. Mentiplay,
  • Tara L. FitzGerald,
  • Kate L. Cameron,
  • Jeanie L. Y. Cheong and
  • Alicia J. Spittle

19 September 2025

Background/Objective: The gait pattern of children born very preterm shows gait decrements compared to their full-term peers in dual-task walking. It is essential to identify children at a higher risk for these gait deficits. The aim of this study wa...

  • Article
  • Open Access
3 Citations
1,702 Views
14 Pages

Effects of a 12-Week Moderate-to-High Intensity Strength Training Program on the Gait Parameters and Their Variability of Stroke Survivors

  • Georgios Giarmatzis,
  • Erasmia Giannakou,
  • Ioanna Karagiannakidou,
  • Evangelia Makri,
  • Anna Tsiakiri,
  • Foteini Christidi,
  • Paraskevi Malliou,
  • Konstantinos Vadikolias and
  • Nikolaos Aggelousis

Background/Objectives: Chronic stroke survivors often regain walking speed but continue to exhibit heightened gait variability, increasing fall risk. This study investigated the effects of a 12-week moderate-to-high intensity muscle strengthening pro...

  • Article
  • Open Access
20 Citations
4,197 Views
12 Pages

29 February 2020

People with peripheral neuropathy (PN) are at risk of falling. Many people with PN have comorbid cognitive impairment, an independent risk factor of falls, which may further increase the risk of falling in people with PN. However, the negative synerg...

  • Article
  • Open Access
23 Citations
6,764 Views
12 Pages

15 May 2018

Total knee arthroplasty is a common surgical treatment for end-stage osteoarthritis of the knee. The majority of existing studies that have explored the relationship between recovery and gait biomechanics have been conducted in laboratory settings. H...

  • Article
  • Open Access
6 Citations
4,797 Views
15 Pages

Reliability and Validity of the Variability Model Testing Procedure for Somatic Dysfunction Assessment: A Comparison with Gait Analysis Parameters in Healthy Subjects

  • Luca Vismara,
  • Andrea Bergna,
  • Andrea Gianmaria Tarantino,
  • Fulvio Dal Farra,
  • Francesca Buffone,
  • Davide Vendramin,
  • Veronica Cimolin,
  • Serena Cerfoglio,
  • Luca Guglielmo Pradotto and
  • Alessandro Mauro

11 January 2024

Somatic dysfunction (SD) is an altered body function involving the musculoskeletal system. However, its clinical signs—tissue texture abnormalities, positional asymmetry, restricted range of motion, and tissue tenderness—did not achieve s...

  • Article
  • Open Access
2 Citations
2,720 Views
23 Pages

21 November 2024

The attractor complexity index (ACI) is a recently developed gait analysis tool based on nonlinear dynamics. This study assesses ACI’s sensitivity to attentional demands in gait control and its potential for characterizing age-related changes i...

  • Article
  • Open Access
16 Citations
5,910 Views
11 Pages

Gait Variability at Different Walking Speeds

  • Johnny Padulo,
  • Susanna Rampichini,
  • Marta Borrelli,
  • Daniel Maria Buono,
  • Christian Doria and
  • Fabio Esposito

Gait variability (GV) is a crucial measure of inconsistency of muscular activities or body segmental movements during repeated tasks. Hence, GV might serve as a relevant and sensitive measure to quantify adjustments of walking control. However, it ha...

  • Article
  • Open Access
1 Citations
2,837 Views
17 Pages

Gait Variability as a Potential Motor Marker of Cerebellar Disease—Relationship between Variability of Stride, Arm Swing and Trunk Movements, and Walking Speed

  • Daniel Kroneberg,
  • Astrid Nümann,
  • Martina Minnerop,
  • Maria Rönnefarth,
  • Matthias Endres,
  • Andrea A. Kühn,
  • Friedemann Paul,
  • Sarah Doss,
  • Susanne Solbrig and
  • Tanja Schmitz-Hübsch
  • + 2 authors

28 May 2024

Excessive stride variability is a characteristic feature of cerebellar ataxias, even in pre-ataxic or prodromal disease stages. This study explores the relation of variability of arm swing and trunk deflection in relationship to stride length and gai...

  • Article
  • Open Access
38 Citations
5,991 Views
12 Pages

14 July 2021

Nowadays, gait assessment in the real life environment is gaining more attention. Therefore, it is desirable to know how some factors, such as surfaces (natural, artificial) or dual-tasking, influence real life gait pattern. The aim of this study was...

  • Article
  • Open Access
16 Citations
5,370 Views
12 Pages

Shoes and Insoles: The Influence on Motor Tasks Related to Walking Gait Variability and Stability

  • Luca Russo,
  • Roberto Di Capua,
  • Benedetto Arnone,
  • Marta Borrelli,
  • Roberto Coppola,
  • Fabio Esposito and
  • Johnny Padulo

The rhythmic control of the lower limb muscles influences the cycle-to-cycle variability during a walking task. The benefits of insoles, commonly used to improve the walking gait, have been little studied. Therefore, the aim of this study was to asse...

  • Article
  • Open Access
1,643 Views
11 Pages

Preliminary Evidence That Design Fluency Is Related to Dual-Task Treadmill Gait Variability in Healthy Adults

  • Christopher I. Higginson,
  • Morgan K. Bifano,
  • Kelly M. Seymour,
  • Rachel L. Orr,
  • Kurt M. DeGoede and
  • Jill S. Higginson

12 September 2024

Evidence supporting a link between gait and cognition is accumulating. However, the relation between executive functioning and spatiotemporal gait parameters has received little attention. This is surprising since these gait variables are related to...

  • Article
  • Open Access
17 Citations
4,590 Views
11 Pages

Gait Variability Using Waist- and Ankle-Worn Inertial Measurement Units in Healthy Older Adults

  • Timo Rantalainen,
  • Laura Karavirta,
  • Henrikki Pirkola,
  • Taina Rantanen and
  • Vesa Linnamo

18 May 2020

Gait variability observed in step duration is predictive of impending adverse health outcomes among apparently healthy older adults and could potentially be evaluated using wearable sensors (inertial measurement units, IMU). The purpose of the presen...

  • Article
  • Open Access
3 Citations
3,014 Views
12 Pages

Physical Functioning, Physical Activity, and Variability in Gait Performance during the Six-Minute Walk Test

  • Julie Rekant,
  • Heidi Ortmeyer,
  • Jamie Giffuni,
  • Ben Friedman and
  • Odessa Addison

18 July 2024

Instrumenting the six-minute walk test (6MWT) adds information about gait quality and insight into fall risk. Being physically active and preserving multi-directional stepping abilities are also important for fall risk reduction. This analysis invest...

  • Article
  • Open Access
547 Views
15 Pages

Accuracy and Inter-Subject Variability of Gait Event Detection Methods Based on Optical and Inertial Motion Capture

  • Vinicius Cavassano Zampier,
  • Morten Bilde Simonsen,
  • Fabio Augusto Barbieri and
  • Anderson Souza Oliveira

17 December 2025

Gait events (instant of heel strikes and instant of toe-offs) are essential for extracting spatiotemporal parameters and segmenting biological signals (electromyography (EMG) and electroencephalography (EEG)) based on gait cycle. While force platform...

  • Article
  • Open Access
8 Citations
3,568 Views
20 Pages

21 February 2022

Knowledge of body motion features and walk-induced effects is of primary importance for the vibration analysis of structures, especially low-frequency slabs and lightweight and/or slender systems, as well as for clinical applications. Structurally sp...

  • Article
  • Open Access
1 Citations
1,657 Views
11 Pages

18 September 2025

Objective: This cross-sectional study aimed to investigate the associations between physical performance, gait variability, and fall risk in community-dwelling older adults. Methods: A total of 446 participants were divided into fall-risk and non-fal...

  • Article
  • Open Access
738 Views
12 Pages

Effect of Running Speed on Gait Variability in Individuals with Functional Ankle Instability

  • Wenhui Mao,
  • Kanglong Zhao,
  • Xiangguo Xu,
  • Mengzi Sun,
  • Kai Wang,
  • Yilin Xu and
  • Li Li

31 October 2025

To compare lower limb joint angle variability between functional ankle instability (FAI) and healthy controls (CONs) at different running speeds using linear and nonlinear methods. Fifteen males with right-side FAI and fifteen matched CONs ran on a t...

  • Article
  • Open Access
3 Citations
1,661 Views
22 Pages

4 July 2025

This study aimed to evaluate how wearable hip exoskeleton assistance affects phase-dependent gait stability in healthy adults using a novel visualization technique known as gait tube analysis. Hip exoskeletons offer significant potential to enhance h...

  • Article
  • Open Access
14 Citations
4,820 Views
10 Pages

20 September 2020

Wearable devices equipped with inertial sensors enable objective gait assessment for persons with multiple sclerosis (MS), with potential use in ambulatory care or home and community-based assessments. However, gait data collected in non-controlled s...

  • Article
  • Open Access
6 Citations
3,937 Views
9 Pages

Falls in Post-Polio Patients: Prevalence and Risk Factors

  • Yonah Ofran,
  • Isabella Schwartz,
  • Sheer Shabat,
  • Martin Seyres,
  • Naama Karniel and
  • Sigal Portnoy

28 October 2021

Individuals with post-polio syndrome (PPS) suffer from falls and secondary damage. Aim: To (i) analyze the correlation between spatio-temporal gait data and fall measures (fear and frequency of falls) and to (ii) test whether the gait parameters are...

  • Article
  • Open Access
12 Citations
4,622 Views
15 Pages

An Unsupervised Data-Driven Model to Classify Gait Patterns in Children with Cerebral Palsy

  • Julie Choisne,
  • Nicolas Fourrier,
  • Geoffrey Handsfield,
  • Nada Signal,
  • Denise Taylor,
  • Nichola Wilson,
  • Susan Stott and
  • Thor F. Besier

Ankle and foot orthoses are commonly prescribed to children with cerebral palsy (CP). It is unclear whether 3D gait analysis (3DGA) provides sufficient and reliable information for clinicians to be consistent when prescribing orthoses. Data-driven mo...

  • Article
  • Open Access

Selective Motor Entropy Modulation and Targeted Augmentation for the Identification of Parkinsonian Gait Patterns Using Multimodal Gait Analysis

  • Yacine Benyoucef,
  • Jouhayna Harmouch,
  • Borhan Asadi,
  • Islem Melliti,
  • Antonio del Mastro,
  • Pablo Herrero,
  • Alberto Carcasona-Otal and
  • Diego Lapuente-Hernández
Life2026, 16(2), 193;https://doi.org/10.3390/life16020193 
(registering DOI)

23 January 2026

Background/Objectives: Parkinsonian gait is characterized by impaired motor adaptability, altered temporal organization, and reduced movement variability. While data augmentation is commonly used to mitigate class imbalance in gait-based machine lear...

  • Article
  • Open Access
26 Citations
4,508 Views
14 Pages

Evaluation of the Validity and Reliability of Connected Insoles to Measure Gait Parameters in Healthy Adults

  • Damien Jacobs,
  • Leila Farid,
  • Sabine Ferré,
  • Kilian Herraez,
  • Jean-Michel Gracies and
  • Emilie Hutin

30 September 2021

The continuous, accurate and reliable estimation of gait parameters as a measure of mobility is essential to assess the loss of functional capacity related to the progression of disease. Connected insoles are suitable wearable devices which allow pre...

  • Letter
  • Open Access
13 Citations
4,249 Views
12 Pages

Identifying Fatigue Indicators Using Gait Variability Measures: A Longitudinal Study on Elderly Brisk Walking

  • Guoxin Zhang,
  • Ivy Kwan-Kei Wong,
  • Tony Lin-Wei Chen,
  • Tommy Tung-Ho Hong,
  • Duo Wai-Chi Wong,
  • Yinghu Peng,
  • Fei Yan,
  • Yan Wang,
  • Qitao Tan and
  • Ming Zhang

7 December 2020

Real-time detection of fatigue in the elderly during physical exercises can help identify the stability and thus falling risks which are commonly achieved by the investigation of kinematic parameters. In this study, we aimed to identify the change in...

  • Proceeding Paper
  • Open Access
2 Citations
2,674 Views
14 Pages

Associations between Commonly Used Characteristics in Frailty Assessment and Mental State in Frail Elderly People

  • Iván González,
  • Rocío De la Cruz Garrido,
  • Fco Javier Navarro,
  • Jesús Fontecha,
  • Ramón Hervás and
  • José Bravo

17 October 2018

This paper presents a cross-sectional study to analyze the impact on cognitive decline of a set of characteristics used for frailty assessment in elderly people. Considered characteristics come from several dimensions, including anthropometric, biolo...

  • Article
  • Open Access
31 Citations
5,349 Views
11 Pages

Quantitative Assessment of Gait Characteristics in Degenerative Cervical Myelopathy: A Prospective Clinical Study

  • Sukhvinder Kalsi-Ryan,
  • Anna C. Rienmueller,
  • Lauren Riehm,
  • Colin Chan,
  • Daniel Jin,
  • Allan R. Martin,
  • Jetan H. Badhiwala,
  • Muhammad A. Akbar,
  • Eric M. Massicotte and
  • Michael G. Fehlings

10 March 2020

It is challenging to discriminate the early presentation of Degenerative Cervical Myelopathy (DCM) as well as sensitively and accurately distinguishing between mild, moderate, and severe levels of impairment. As gait dysfunction is one of the cardina...

  • Article
  • Open Access
957 Views
18 Pages

24 October 2025

Gait analysis is a valuable tool for a wide range of clinical applications. Until now, the standard for gait analysis has been marker-based 3D optical systems. Recently, markerless gait analysis systems that utilize pose estimation models based on Co...

  • Communication
  • Open Access
2 Citations
1,979 Views
9 Pages

Footwear usage could be a promising focus in reducing musculoskeletal injury risk in lower extremities commonly observed among the military. The goal of this research was to find potential gait-related risk factors for lower leg overuse injuries. Cas...

  • Article
  • Open Access
1,134 Views
11 Pages

Influence of Gait Speed on Inter-Joint Coordination in People with and Without Parkinson’s Disease

  • Patrick Ippersiel,
  • Philippe C. Dixon,
  • Elke Warmerdam,
  • Robbin Romijnders,
  • Walter Maetzler and
  • Clint Hansen

6 June 2025

Background: The influence of gait speed on lower-extremity coordination while walking in people with Parkinson’s disease (pwPD) is poorly understood. This study sought to investigate the relationship between gait speed and hip–knee coordi...

  • Article
  • Open Access
19 Citations
4,523 Views
20 Pages

Multiscale Entropy Algorithms to Analyze Complexity and Variability of Trunk Accelerations Time Series in Subjects with Parkinson’s Disease

  • Stefano Filippo Castiglia,
  • Dante Trabassi,
  • Carmela Conte,
  • Alberto Ranavolo,
  • Gianluca Coppola,
  • Gabriele Sebastianelli,
  • Chiara Abagnale,
  • Francesca Barone,
  • Federico Bighiani and
  • Mariano Serrao
  • + 2 authors

22 May 2023

The aim of this study was to assess the ability of multiscale sample entropy (MSE), refined composite multiscale entropy (RCMSE), and complexity index (CI) to characterize gait complexity through trunk acceleration patterns in subjects with Parkinson...

  • Article
  • Open Access
251 Views
14 Pages

26 December 2025

Background and Objectives: Sarcopenia and muscle wasting contribute significantly to functional decline in older adults, but differences in lower extremity muscle stiffness and gait variability between these groups are not yet fully understood. This...

  • Article
  • Open Access
1 Citations
1,032 Views
15 Pages

Sympathetic Burden Measured Through a Chest-Worn Sensor Correlates with Spatiotemporal Gait Performances and Global Cognition in Parkinson’s Disease

  • Gabriele Sergi,
  • Ziv Yekutieli,
  • Mario Meloni,
  • Edoardo Bianchini,
  • Giorgio Vivacqua,
  • Vincenzo Di Lazzaro and
  • Massimo Marano

16 September 2025

Autonomic dysfunction is a key non-motor feature of Parkinson’s disease (PD) and may influence motor performance, particularly gait. While heart rate variability (HRV) has been associated with freezing of gait, its relationship with broader gai...

  • Article
  • Open Access
2 Citations
2,715 Views
11 Pages

Vertical Ground Reaction Forces in Parkinson’s Disease: A Speed-Matched Comparative Analysis with Healthy Subjects

  • Marica Giardini,
  • Anna Maria Turcato,
  • Ilaria Arcolin,
  • Stefano Corna and
  • Marco Godi

28 December 2023

This study aimed to investigate and compare the vertical Ground Reaction Forces (vGRFs) of patients with Parkinson’s Disease (PwPD) and healthy subjects (HS) when the confounding effect of walking speed was absent. Therefore, eighteen PwPD and...

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