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Record W4390113412 · doi:10.33137/cpoj.v6i1.42093

THE IDEAL PHYSICAL THERAPIST FROM THE PERSPECTIVE OF INDIVIDUALS WITH LIMB LOSS

2023· article· en· W4390113412 on OpenAlexvenueaboutno aff
Daniel Joseph Lee, Albert Gambale, Maya Nisani, Carol A. Miller, Elizabeth Leung, Madeline Rodgers, Daniel Chillianis, Matthew Marra

Bibliographic record

VenueCanadian Prosthetics & Orthotics Journal · 2023
Typearticle
Languageen
FieldMedicine
TopicStroke Rehabilitation and Recovery
Canadian institutionsnot available
Fundersnot available
KeywordsRehabilitationFacilitatorPhysical therapistPerspective (graphical)Physical medicine and rehabilitationMedicineLimb lossPhysical therapyPsychologyAmputationComputer scienceSocial psychologySurgery

Abstract

fetched live from OpenAlex

BACKGROUND: Effective rehabilitation after limb loss is necessary to maximize function and promote independence. Physical therapists (PT) are one of the primary drivers of the rehabilitation process. While general physical therapy knowledge and abilities have been shown to be important to the rehabilitation process, it is unclear what individuals with limb loss value in their PT’s. OBJECTIVE: The purpose of this study was to understand the elements that define an ideal PT from the perspective of individuals with limb loss. METHODOLOGY: Mixed-method design consisting of a 20-item web-based survey and semi-structured interviews that were administered to individuals 18 years or older, who spoke English, and had a history of lower limb loss. FINDINGS: Individuals with limb loss describe an ideal PT as promoting a therapeutic alliance, having specialized knowledge, and collaborating with a prosthetist. Knowledge of the PT as it relates to limb loss was found to be both the greatest facilitator and barrier to the rehabilitation process. CONCLUSION: From the perspective of those with limb loss, an ideal PT promotes a strong therapeutic alliance through communication, has specialized knowledge when it comes to the limb loss rehabilitation process, and collaborates with the prosthetist to problem-solve throughout the rehabilitation process. Layman's Abstract Individuals with limb loss require specialized care from a variety of health care providers to maximize function and mobility. Rehabilitation is generally administered by physical therapists along with other members of the medical team, including prosthetists. Physical therapists have generalized knowledge about limb loss management, however, there is limited access to physical therapists who are specialized in this area. It is not understood if the lack of specialization is a concern for individuals in the limb loss community. Therefore, our study explored what individuals with limb loss would define as the ideal physical therapist. We reviewed responses from surveys and interviews from individuals with limb loss and found that they value the specialized knowledge of the physical therapist, as well as the therapeutic relationship between themselves, the physical therapist, and the prosthetist. Article PDF Link: https://jps.library.utoronto.ca/index.php/cpoj/article/view/42093/32281 How To Cite: Lee D.J, Gambale A, Nisani M, Miller C, Leung E, Rodgers M, et al. The ideal physical therapist from the perspective of individuals with limb loss. Canadian Prosthetics & Orthotics Journal. 2023; Volume 6, Issue 1, No.4. https://doi.org/10.33137/cpoj.v6i1.42093 Corresponding Author: Daniel J. Lee, PhD Department of Physical Therapy, Stony Brook University, Stony Brook, NY, USA. E-Mail: daniel.lee.8@stonybrook.edu ORCID ID: https://orcid.org/0000-0003-1805-2936

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.077
Threshold uncertainty score0.549

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.011
GPT teacher head0.269
Teacher spread0.258 · 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 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
Published2023
Admission routes2
Has abstractyes

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