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Record W4309304455 · doi:10.5281/zenodo.7334014

Designed Educational Interventional Program and Knee Pain Prevention behaviors in women with knee osteoarthritis in Yasouj, Iran

2022· article· en· W4309304455 on OpenAlexaboutno aff
Massomeh Dashtian, Sedigheh Sadat Tavafian, Kambiz Karimzadeh Shirazi, Parviz Yazdanpanah

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2022
Typearticle
Languageen
FieldHealth Professions
TopicProblem Solving Skills Development
Canadian institutionsnot available
Fundersnot available
KeywordsOsteoarthritisKnee painMedicinePhysical therapyPhysical medicine and rehabilitationAlternative medicine

Abstract

fetched live from OpenAlex

Aims: This study will be done to evaluate the effectiveness of a designed educational intervention program in adopting knee prevention behaviors in women with knee osteoarthritis in Yasouj, Iran. Method and Materials: This research is a mix method study that has 3 phases. The 1st stage is an observational checklist regarding risky behaviors of common daily activities will be provided based on literature review and interview with related specialists. In 2end stages of doing risky behaviors will be determined through interviews with women suffering from knee osteoarthritis. The third stage of this study will be a semi experimental study in which the designed educational intervention program will be tested. This study will be conducted on eligible 100 women with knee osteoarthritis referred to the orthopedic clinic of Yasouj city in south of Iran. These women will be randomly divided into intervention and control groups, each one with 50 participants. Just intervention group will be educated with intervention program The data collection instruments will be demographic profile questionnaire, Visual Analog Scale (VAS), self-efficacy questionnaire, Western Ontario and McMaster Universities osteoarthritis Index (WOMAC) questionnaire, muscle strength test and a checklist of protective behaviors. Data will be collected before and six months after the intervention of both groups and analyzed by software version 24 SPSS. Conclusion: This study will determine that the designed educational program could be effective in improving the knee protective behaviors and consequently may be resulted in increased knee muscle strength, decreased knee pain and manage the problems caused by knee osteoarthritis.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.014

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 studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.037
GPT teacher head0.327
Teacher spread0.289 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

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