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Record W4394173341 · doi:10.6084/m9.figshare.24173468

Quality of life following non-dysvascular lower limb amputation is contextualized through occupations: a qualitative study

2023· dataset· en· W4394173341 on OpenAlexaff
Stephanie R. Cimino, Sander L. Hitzig, Vera Fung, Katie N. Dainty, Crystal MacKay, Joanna E. M. Sale, Amanda L. Mayo, Sara J. T. Guilcher

Bibliographic record

VenueFigshare · 2023
Typedataset
Languageen
FieldEngineering
TopicProsthetics and Rehabilitation Robotics
Canadian institutionsWest Park Healthcare CentreTrillium Health CentreUniversity of TorontoSunnybrook Health Science Centre
Fundersnot available
KeywordsAmputationQualitative researchQuality (philosophy)Quality of life (healthcare)PsychologyMedicinePhysical therapyPhysical medicine and rehabilitationPsychotherapistSociologySurgeryAnthropologyPhilosophy

Abstract

fetched live from OpenAlex

To understand how persons with non-dysvascular lower limb amputation (LLA) use occupations to contextualize their quality of life (QoL). A qualitative study using an interpretative description approach was conducted. Analysis of the interviews was guided by an occupational perspective, which considers the day-to-day activities that are important to an individual. Twenty adults with an adult-acquired non-dysvascular amputation (e.g., trauma, cancer or infection) were interviewed. Following thematic analysis, two main themes were developed: (1) sense of self expressed through occupations; and (2) sense of belonging with others influenced by occupations. Participants expressed the way they felt about themselves through their activities and placed high value on whether they could participate in certain occupations. Participants also described how their sense of belonging was changed through the context of their changing occupations. The findings from this work can be leveraged by clinicians and researchers alike to improve care for this population. Rehabilitation programs should consider interventions and programming that help to restore occupations or develop new ones given the importance placed on occupations by persons with non-dysvascular LLA. Quality of life is affected following non-dysvascular lower limb amputation due to physical, mental and psychosocial changes.Occupations (or day-to-day activities) are important components of quality of life for persons with lower limb amputation.Rehabilitation professionals should take into account the influence that occupations have on how persons with lower limb amputation perceive themselves when developing interventions and programming for this population.The influence occupations have on sense of belonging should also be considered by rehabilitation professionals when developing these interventions and programs for persons with non-dysvascular lower limb amputation. Quality of life is affected following non-dysvascular lower limb amputation due to physical, mental and psychosocial changes. Occupations (or day-to-day activities) are important components of quality of life for persons with lower limb amputation. Rehabilitation professionals should take into account the influence that occupations have on how persons with lower limb amputation perceive themselves when developing interventions and programming for this population. The influence occupations have on sense of belonging should also be considered by rehabilitation professionals when developing these interventions and programs for persons with non-dysvascular lower limb amputation.

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)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.081
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.003

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 head0.070
GPT teacher head0.378
Teacher spread0.308 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreDataset

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
Published2023
Admission routes1
Has abstractyes

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