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Record W4390080040 · doi:10.1093/geroni/igad104.3533

PRESSURED TOUCH FOOT CARE TO RELIEVE CHRONIC PAIN AND IMPROVE QUALITY OF LIFE

2023· article· en· W4390080040 on OpenAlexaboutno aff
Mary C Clayton-Jones

Bibliographic record

VenueInnovation in Aging · 2023
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineIntervention (counseling)Chronic painQuality of life (healthcare)Psychological interventionPhysical therapyModalitiesGriefNursingPsychiatry

Abstract

fetched live from OpenAlex

Abstract Background Chronic pain affects many older adults and is a leading cause of disability. It is often treated pharmacologically, but evidence indicates touch therapy modalities are beneficial. Purpose: To implement a therapeutic touch program for adults enrolled in a Program of All-Inclusive Care for the Elderly (PACE) to help reduce chronic pain and improve quality of life for those patients enrolled in this project. Method Twelve participants in an assisted living facility with chronic foot pain were initially selected by the PACE Family Nurse Practitioner (FNP) for home visits with this Doctor of Nursing Practice (DNP) student for a foot care and pressured touch intervention to occur once a month for 3 months. The McGill Pain and Quality of Life Scores questionnaires were administered before each intervention. Results Four participants completed all three interventions. Every participant experienced a decrease in pain pre- and post-intervention and month-to-month of 15% or more. Three participants had experiences of complicated grief and had a decrease in quality-of-life scores over the 3 months. The participant without complicated grief had an improvement in the quality-of-life scores with pain reduction. Conclusions This small home intervention project for chronic foot pain demonstrated that foot care and pressured touch may be a cost-effective adjunct therapy for reducing pain. Chronic pain can be complicated by grief, which must be considered when looking to support elder wellness and quality of life. Keywords: Chronic pain, therapeutic touch

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
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 science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0080.000

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 head0.023
GPT teacher head0.340
Teacher spread0.316 · 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 designNon-randomized trial
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 routes1
Has abstractyes

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