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Record W2185487705 · doi:10.6084/m9.figshare.1289234

Effect of Progressive Muscular Relaxation on Stress and Disability in Subjects with Chronic Low Back Pain

2015· dataset· en· W2185487705 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueFigshare · 2015
Typedataset
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePhysical therapyRelaxation (psychology)Low back painPopulationChronic painPhysical medicine and rehabilitationInternal medicineAlternative medicine

Abstract

fetched live from OpenAlex

Introduction:Back pain is the major cause of activity limitation in people younger than 45 years.70-85% of population suffer from back pain at some time in life. Approximately 5–10% of patients with low back pain develop chronic low back pain.ithasbecomea diagnosis of convenience for many perople who are actually disabled for work-related, orpsychologicalreasons.Chronic low back pain has a high prevalence in many countries around the worldand it affects 10% of adult population. Purpose of the study:To see the effect of progressive muscular relaxation on stress and disability associated with chronic low back pain. Methodology:30 subjects were included in the study with age group 18-30 years. All the subjects were random selected according to inclusion and exclusion criteria. All the subjects were randomly assigned into two groups,oneexperimental and other was control group. Subjects of experimental group were received progressive muscular relaxation, hot pack and only hot pack in control group. Outcome measures were noted as stress using DASS, Disability using Quebec pain disability scale and pain using VAS. All the measurements were done before the treatment session and after 1 st week,2 nd week ,3 rd week and 4 th week Result:Progressive muscular relaxation showed significant differences then control group for VAS, Stress and disability. Conclusion:It was concluded that Use of Progressive muscular relaxation as a treatment associated with a reduction in perception of pain, stress and improvement in wellbeing for the chronic low back pain patients.

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.

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)0.001
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.702
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.000

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 head0.010
GPT teacher head0.284
Teacher spread0.274 · 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