MétaCan
Menu
Back to cohort
Record W4408537473 · doi:10.1007/s12311-025-01816-z

A Tailored Home-Based Training Program Improved Ataxia Severity and Participation in Adults With ARSACS

2025· article· en· W4408537473 on OpenAlexafffundabout
Isabelle Lessard, Cynthia Gagnon, Marjolaine Tremblay, Laura Girard‐Côté, Isabelle Côté, Mylène Aubertin‐Leheudre, Élise Duchesne

Bibliographic record

VenueThe Cerebellum · 2025
Typearticle
Languageen
FieldNeuroscience
TopicGenetic Neurodegenerative Diseases
Canadian institutionsCentre hospitalier de l'Université LavalCentre for Interdisciplinary Research in RehabilitationCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalInstitut Universitaire de Gériatrie de MontréalCentre Hospitalier Universitaire de SherbrookeUniversité du Québec à MontréalUniversité de SherbrookeCégep de JonquièreUniversité LavalCentre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean
FundersFonds de Recherche du Québec - Santé
KeywordsMedicinePhysical therapyAtaxiaBalance (ability)RehabilitationActivities of daily livingRating scalePhysical medicine and rehabilitationSittingTest (biology)Berg Balance ScalePsychologyPsychiatry

Abstract

fetched live from OpenAlex

Autosomal recessive spastic ataxia of Charlevoix-Saguenay (ARSACS) is a rare degenerative movement disorder impacting balance and mobility. Rehabilitation helps to reduce disease severity and increase the quality of life of people with ARSACS. However, rehabilitation programs require many trips to dedicated facilities, posing a significant challenge for individuals living with ARSACS. This study aimed to develop a home-based training program specific for adults with ARSACS and to document its effects on ataxia severity, balance, mobility, and participation. This non-blinded and non-randomised interventional study used a pre-post design with a control phase. The initial level of training difficulty was tailored to each participant using a standardized assessment tool. Participants trained three times a week for 12 weeks. Outcome measures included the BERG Balance Scale, Ottawa Sitting Scale, 10-meter Walk Test, 30-second Chair Stand Test, 10-Steps Test, LIFE-H, and Scale for the Assessment and Rating of Ataxia. The retrospective acceptability of the program was also assessed using Sekhon's theoretical framework of acceptability. Fourteen participants (eight walkers, 50% men) completed the program (self-reported attendance rate rate: 75-100%) and seven dropped out. All outcome measures remained stable during the control phase. Ataxia severity and participation significantly improved after the 12-week home-based training program. At an individual level, clinical improvements in standing and sitting balance were noted for almost half of the participants, particularly for non-walkers. The eight participants who assisted to the focus group reported that the program was acceptable. This study indicates that tailored home-based training is safe, acceptable, and helps to reduce ataxia severity and participation restriction for adults with ARSACS.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.254
Threshold uncertainty score0.426

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.276
Teacher spread0.254 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes3
Has abstractyes

Explore more

Same venueThe CerebellumSame topicGenetic Neurodegenerative DiseasesFrench-language works237,207