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Record W7157881880 · doi:10.15275/ssmj2104379

Infuence of dynamic electrical neurostimulation on the functional state of the masticatory muscles in the treatment of patients with temporomandibular joint pain dysfunction syndrome

2025· article· W7157881880 on OpenAlexaboutno aff
Andrey V. Eremin, В В Коннов, Kseniya M. Averina, Anush A. Komotskaya, Varvara A. Pchelintseva, Angelina S. Egorova

Bibliographic record

VenueSaratov Journal of Medical Scientific Research · 2025
Typearticle
Language
FieldHealth Professions
TopicTemporomandibular Joint Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsMasticatory forceNeurostimulationTemporomandibular jointFunctional electrical stimulationElectromyographyStimulation

Abstract

fetched live from OpenAlex

Objective: to determine the efectiveness of dynamic electrical stimulation on the functional state of the masticatory muscles in patients with temporomandibular joint pain dysfunction syndrome. Material and methods. The study involved 60 people aged 25 to 60 years with temporomandibular joint pain dysfunction syndrome, who were divided into two groups of 30 people. Patients of the frst group underwent dynamic electrical nerve stimulation in the area of pain complaints, and patients of the second group also in the projection of the trigeminal nerve exit on the face. Elec-tromyographic examination of the masticatory muscles and completion of the McGill pain questionnaire as modifed by V.V. Kuzmenko et al. before and after exposure to dynamic electrical nerve stimulation were performed by all patients. Results. All patients showed a signifcant improvement in the condition of the masticatory and temporal muscles according to electromyography p<0.001 in all measurements, the inclusion of additional zones did not afect the improvement in the condition. According to the pain questionnaire, the treatment results improved in both groups (p<0.001), M±m=10.7±0.89 points and M±m=5.87±0.81 points before and after treatment in the group1, M±m=10.83±0.86 and M±m=5.73±0.65 points before and after treatment in the group 2. When comparing results between groups, there were no signifcant diferences. Conclusion. Dynamic electrical neurostimulation has a positive clinical efect on the functional state of the masticatory and temporal muscles after just one session.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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)0.0010.000

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 head0.066
GPT teacher head0.378
Teacher spread0.312 · 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 source (direct Gemma or distilled Codex), 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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