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Record W4404214691 · doi:10.32861/ijhms.104.49.64

Using Extracorporeal Shockwave Therapy in Patients with Orthopedic Conditions

2024· article· en· W4404214691 on OpenAlexaboutno aff
James M. McKivigan, Gina M. Tulimero

Bibliographic record

VenueInternational Journal of Healthcare and Medical Sciences · 2024
Typearticle
Languageen
FieldMedicine
TopicMedical and Biological Ozone Research
Canadian institutionsnot available
Fundersnot available
KeywordsExtracorporeal shockwave therapyOrthopedic surgeryMedicineExtracorporealPhysical therapySurgery

Abstract

fetched live from OpenAlex

Background: Among other non-invasive procedures, Extracorporeal Shockwave Treatment (ESWT) has been used to resolve many musculoskeletal ailments. The authors completed a systematic review to study articles that reported the effectiveness of focused shockwave therapy in patients with orthopedic conditions. Methods: A comprehensive search was conducted across reputable databases including Pub Med, The Cochrane Library, Science Direct, PEDro, Clinicaltrials.gov, and Google Scholar, ensuring a thorough review of the literature until October 10, 2022. Original articles of any design reporting on the use of ESWT in orthopedic patients were meticulously selected. Information related to study design, sample size, participants, intervention, and key findings of the study were extracted. The PEDro classification scale, a recognized tool, was used to evaluate the quality of the studies, further enhancing the credibility of findings. Results: Nineteen research articles (including 1157 participants) were retrieved and included for qualitative analysis. The sample size ranged from twenty-one to one hundred fifteen subjects, and the articles were published between 2001 and 2022. Out of 19 studies published, five were conducted in China, three in Germany, two in Iran and Turkey, and one in the United States, Canada, Italy, Denmark, Spain, Taiwan, and Saudi Arabia. The risk of bias was either moderate or low among the included studies. In patients with various orthopedic conditions, considerable moderate evidence of ESWT’s effectiveness and success in lowering pain levels, increasing treatment success rates, promoting patient-reported functional recovery, and raising performance-based functional outcomes was seen in the results. Conclusion: The systematic literature review provided compelling evidence of the successful application of ESWT in treating a wide range of musculoskeletal problems. These positive outcomes were achieved without severe complications and morbidities, offering a promising outlook for the future of orthopedic treatment.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.377
Threshold uncertainty score0.407

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.137
GPT teacher head0.462
Teacher spread0.325 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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