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Record W4205449423 · doi:10.21496/ams.2021.029

Observation of the Effect of the Application of Neurodynamic Principles in Lumbar Nerve Entrapment Syndrome Therapy

2021· article· en· W4205449423 on OpenAlex
Peter Hermel, Jozef Živčák, Gabriela Ižaríková

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.

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

VenueActa Mechanica Slovaca · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMyofascial pain diagnosis and treatment
Canadian institutionsnot available
Fundersnot available
KeywordsRehabilitationPhysical medicine and rehabilitationLumbarMedicinePhysical therapyVisual analogue scaleManual therapySurgery

Abstract

fetched live from OpenAlex

The article focuses on the evaluation of special therapy with neural mobilization aimed at observation of the effect of neural mobilization on a subjective parameter - pain of patients who have been diagnosed with lumbar nerve entrapment syndrome. Neurodynamic disruption is an inseparable part of clinical manifestation connected with pathological processes and changes in strain in periradicular and perineural area manifested in symptomatology of nerve roots. For the purposes of clinical practice, it is necessary to define the meaning of changes in neural mobility and differentiate between individual natures of symptoms. The differentiation of these damages lies in the specification of the share of micro sensitivity of nervous tissue in the whole image of neuropathic pain.. For purposes of the analysis results of a research realised in a rehabilitation facility were used. Standardized tests modified for the aim and tasks of the research according to specific set of rules to get real data were used. The key points of the research were pain intensity, the scale of painless motion immediately after neural mobilization in LasĂŠgue's test and SLUMP test, and the phenomena of pain centralization assessed according to classification for spinal disorders according to Quebec Task Force of Spinal Disorders. Nerve mobilization techniques with standard rehabilitation were applied to patients. Pain intensity was evaluated by a ten-point Visual Analogue Scale. The results achieved point out the increase in efficiency of medical rehabilitation via additional application of neural mobilization which, thanks to its comprehensive method, enables to make the process of medical rehabilitation more efficient, better, and faster.

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)0.000
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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.245
Threshold uncertainty score0.231

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.009
GPT teacher head0.229
Teacher spread0.219 · 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