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Record W7056310682

Fall Risk-Increasing Drugs and Gait Performance in Community-Dwelling Older Adults: Results from the Gait and Brain Study

2021· article· en· W7056310682 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueScholarship@Western (Western University) · 2021
Typearticle
Languageen
FieldEngineering
TopicPulsed Power Technology Applications
Canadian institutionsnot available
FundersOntario Ministry of Research and InnovationCanadian Institutes of Health Research
KeywordsGaitSTRIDEFalls in older adultsPoison controlPreferred walking speedGait analysisGait Disturbance
DOInot available

Abstract

fetched live from OpenAlex

Medication use and gait impairment are two of the most important risk factors for falls. Several drug classes have been classified as fall risk-increasing drugs (FRIDs). Gait is an important marker of overall health and independence in older adults. The overall aim of this thesis was to examine the relationship between FRIDs and gait performance in older adults through two studies. Firstly, our systematic review of twenty studies on the association between FRIDs and gait performance found that the use of drugs with sedative properties is associated with reduced gait speed. Secondly, we conducted a cross-sectional analysis of data from the Gait and Brain Study. We found that among community-dwelling older adults aged 65 years old and over, diuretic use was associated with significantly reduced gait speed and statin use was associated with significantly increased stride time variability. Future longitudinal studies are required to determine the clinical relevance of our findings.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
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 head0.026
GPT teacher head0.257
Teacher spread0.231 · 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