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A New Educational Program could Reduce Disability and Improve Quality of Life in Patients with Chronic Low Back Pain

2022· article· en· W4313057152 on OpenAlexaboutno aff
Sedigheh Sadat Tavafian, Ahmadreza Jamshidi, Kazem Mohammad

Bibliographic record

VenueInternational Journal of Orthopedics and Rehabilitation · 2022
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
FundersTehran University of Medical Sciences and Health Services
KeywordsMedicinePhysical therapyQuality of life (healthcare)Randomized controlled trialInternal medicineNursing

Abstract

fetched live from OpenAlex

This randomized clinical trial examined the efficacy of a designed educational program versus oral drug treatment in Iran. A total of 197 patients with chronic low back pain were randomized into either intervention group (n = 97) receiving a five 2 hour– session educational program followed by continued monthly booster sessions and telephone counseling plus medication or to control group (n = 100) receiving just medication. At baseline and 3 months of follow up, participants completed demographic characteristic questionnaires as well as three other questionnaires including Short – form General Health Survey (SF-36 item), Quebec Disability Scale (QDS) and Ronald – Morris Disability Questionnaire (RDQ). Data were analyzed by SPSS 18. The two groups were comparable at baseline in terms of all baseline characteristics and the mean scores of the scales. However, after three months, the intervention group was significantly different from control group in all subscales of SF-36, QDS and RDQ (P values < 0.05). Furthermore, this study showed a statistically significant difference between two groups (P< 0.05) in terms of mean difference scores for SF -36, RDQ and QDS over time. The findings revealed that the designed educational program could improve all quality of life domains and reduce disability in chronic low back pain patients during a period of 3 months.

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)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.008
GPT teacher head0.310
Teacher spread0.303 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

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Same venueInternational Journal of Orthopedics and Rehabilitation→Same topicMusculoskeletal pain and rehabilitation→French-language works237,207→