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Title: Immediate Effect Of Physiotherapy Intervention In Subjects With Primary Dysmenorrhea – A Quasi-experimental Study

2023· article· en· W4387514158 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.

fundA Canadian funder is recorded on the 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

VenueInternational Journal For Multidisciplinary Research · 2023
Typearticle
Languageen
FieldMedicine
TopicMenstrual Health and Disorders
Canadian institutionsnot available
FundersMcGill University
KeywordsMedicinePhysical therapyInclusion and exclusion criteriaPsychological interventionIntervention (counseling)Confidence intervalRandomized controlled trialAlternative medicineInternal medicine

Abstract

fetched live from OpenAlex

Background and objective- Primary dysmenorrhea (PD) is common among females, it is associate with menstrual pain with absence of an identifiable cause. Physiotherapy is beneficial to improve symptoms in females but there is limited evidence based on immediate effect of Physiotherapy interventions for the treatment of PD. Therefore, the present study was conducted to evaluate the immediate effect of physiotherapy interventions in subjects with PD. Methods- Sample size for this study was n=26 as it was based on previous studies. A single group experimental study was conducted among 26 healthy females with age between 18-25 years. The students were screened on the basis of inclusion and exclusion criteria. In order to assess the menstrual pain quality short- form McGill pain questionnaire was used. Results- Results revealed significantly reduction in the menstrual pain and symptoms after the intervention with p-value of 0.00 and 95% of confidence interval. The physiotherapy intervention was beneficial in reduction of pain and symptoms of primary dysmenorrhea among physiotherapy students. Conclusion- The results showed that physiotherapy intervention has highly significant for reducing the pain intensity and the symptoms in subjects with primary dysmenorrhea.

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)0.000
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 score0.141
Threshold uncertainty score0.219

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
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 head0.064
GPT teacher head0.514
Teacher spread0.450 · 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