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Record W6983328286

Measurement properties of gait speed tests in community-dwelling older adults

2024· dissertation· en· W6983328286 on OpenAlexfundaboutno aff

Bibliographic record

VenueMacSphere (McMaster University) · 2024
Typedissertation
Languageen
FieldHealth Professions
TopicBalance, Gait, and Falls Prevention
Canadian institutionsnot available
FundersGovernment of CanadaCanadian Institutes of Health ResearchAGE-WELL
KeywordsGaitPreferred walking speedReliability (semiconductor)Gait analysisConstruct validityTest (biology)
DOInot available

Abstract

fetched live from OpenAlex

Gait speed tests are one of the most commonly used measures of mobility for community- dwelling older adults. However, their measurement properties should be carefully examined before clinical decisions are made from scores. The aim of this doctoral dissertation was to evaluate the measurement properties of gait speed tests in community-dwelling older adults. The following studies were conducted to address this aim: 1) a systematic review to summarize the measurement properties of usual and fast gait speed tests in community-dwelling older adults, 2) a secondary data analysis examining the validity and responsiveness of a gait speed test in a large, Canadian sample of community-dwelling older adults, and 3) a prospective cohort study evaluating the measurement properties of virtually administered gait speed tests in community-dwelling older adults. Findings demonstrated evidence for the reliability of gait speed tests when administered under different protocols (e.g., in-person and virtually, and usual and fast pace), their construct validity with respect to evaluating locomotor capacity, and their responsiveness in relation to measures of locomotor capacity when performed at usual pace. Findings also highlighted the need for further testing of gait speed tests with higher quality studies. In conclusion, given the current evidence, gait speed tests can be used to monitor and compare community-dwelling older adults’ mobility.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.051
metaresearch head score (Gemma)0.142
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.051
Threshold uncertainty score0.271

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0510.142
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.003
Bibliometrics0.0040.006
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.051
GPT teacher head0.283
Teacher spread0.232 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations0
Published2024
Admission routes2
Has abstractyes

Explore more

Same venueMacSphere (McMaster University)→Same topicBalance, Gait, and Falls Prevention→French-language works237,207→