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Record W6990666640

Effectiveness of Spinal Manipulation in the Treatment of Non-Musculoskeletal Disorders: A Systematic Review

2015· article· en· W6990666640 on OpenAlexvenueno aff

Bibliographic record

VenueSound Ideas (University of Puget Sound) · 2015
Typearticle
Languageen
FieldHealth Professions
TopicInfant Health and Development
Canadian institutionsnot available
Fundersnot available
KeywordsNucleofectionLimitingQuality (philosophy)Filter (signal processing)
DOInot available

Abstract

fetched live from OpenAlex

Purpose: Perform a systematic review to determine if spinal manipulation (SM) is an effective treatment for non-musculoskeletal disorders.\nSubjects: Four studies from peer-reviewed journals that met inclusion/exclusion criteria were reviewed.\nMaterials & Methods: Pubmed, PEDro, Chiropractic Literature, CINAHL, Cochrane were searched between March and April 2014. In order to assess methodological quality, three raters applied the PEDro scale to included studies.\nResults: The initial search yielded 2,324 articles covering 45 non-musculoskeletal conditions. Four randomized control trials (RCTs), met inclusion criteria. The conditions covered included: inner ear infection, infantile colic, asthma, and chronic obstructive pulmonary disease. Pedro scores ranged from 6-8, with a mean score of 7.25±.957, indicating fair to good methodological quality. Two studies reported significant improvement between groups for forced vital capacity, 6MWT and dyspnea scores for individuals with COPD and self-reported quality of life and symptom severity for individuals with asthma. Two studies found no statistically significant changes in physiologic or self-reported outcomes.\nConclusions: Although, there were significant improvements in some outcome measures, the applicability of these results is limited by the poor methodological design of the studies, making it impossible to attribute these improvements to SM, alone. Therefore, there is no conclusive evidence that supports the use of SM as a treatment for non-musculoskeletal disorders.\nClinical Relevance: It is imperative to investigate the possible benefits of SM in order to provide evidence based treatment to individuals with non-musculoskeletal conditions. This reviews illuminates the need for higher quality research when examining the effect of SM on non-musculoskeletal disorders.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.710
Threshold uncertainty score0.443

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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)0.0000.000

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 head0.046
GPT teacher head0.375
Teacher spread0.328 · 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 designSystematic review
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
Published2015
Admission routes1
Has abstractyes

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