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Record W4285593168 · doi:10.1142/s0218957722500233

EFFECTS OF CERVICAL TRACTION AND INFRARED THERAPY ON PAIN INTENSITY AND NECK DISABILITY INDEX AMONG PEOPLE WITH CERVICAL SPONDYLOSIS: A CROSS-OVER COHORT STUDY

2022· article· en· W4285593168 on OpenAlexaff
Augustine Asiduba Igwe, Ogochukwu Kelechi Onyeso, Charles Ikechukwu Ezema, Gabriel O. Eyichukwu, Emmanuel Ejim, Victor Afamefuna Egwuonwu, Obinna Onwujekwe, Amaeze Augustine Amaeze, Goddy Chuba Okoye

Bibliographic record

VenueJournal of Musculoskeletal Research · 2022
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsUniversity of Lethbridge
Fundersnot available
KeywordsMedicineNeck painTraction (geology)CohortPhysical therapyInternal medicine

Abstract

fetched live from OpenAlex

Objective: To investigate the effects of six-week cervical traction and infrared therapy on neck pain intensity (PI) and neck disability index (NDI) among individuals with cervical spondylosis. Methods: This study was a non-randomized cross-over cohort design. A total of 40 participants (men=20, and women=20) who were purposively selected, received a six-week infrared therapy, observed a one-week washout period, and then six-week concurrent infrared therapy and cervical traction. The PI and NDI were measured at baseline, after infrared therapy, the washout period, and infrared plus cervical traction. Data were analyzed using repeated-measures analysis of variance (RM ANOVA), Friedman’s ANOVA, independent samples t-test, and Kendall’s tau correlation test. Result: The mean age of the participants was 40±8.60 years. Infrared therapy plus cervical traction significantly reduced PI: [Formula: see text] 2 (3)=102.06, [Formula: see text], and NDI: F (1, 39) = 222.56, [Formula: see text], relative to infrared therapy alone. Specifically, the minimum clinically important difference (MCID) for PI was 2.2, while infrared alone reduced the PI by 1.0 (Z = 4.633, [Formula: see text]), infrared therapy plus cervical traction reduced PI by 6.0 (Z = 7.405, [Formula: see text]). The MCID for NDI was 8.50, while infrared alone reduced the NDI by 1.05 (t = 30.087, [Formula: see text]), infrared therapy plus cervical traction reduced NDI by 15.83 ([Formula: see text], [Formula: see text]). Conclusion: Concurrent infrared and cervical traction significantly reduced PI and NDI among patients with cervical spondylosis more than lone infrared therapy.

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)0.009
metaresearch head score (Gemma)0.002
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 score0.023
Threshold uncertainty score0.784

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.014
GPT teacher head0.345
Teacher spread0.331 · 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

Citations5
Published2022
Admission routes1
Has abstractyes

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