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Record W4399779364 · doi:10.17116/pain20242202122

Pain relief in cervical dystonia following regular long-term botulinum therapy

2024· article· en· W4399779364 on OpenAlex
V. A. Tolmacheva, E. D. Spektor, Д. В. Романов, В. А. Парфенов

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

VenueRussian Journal of Pain · 2024
Typearticle
Languageen
FieldMedicine
TopicBotulinum Toxin and Related Neurological Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsCervical dystoniaMedicineDystoniaTorticollisBotulinum toxinTerm (time)Physical medicine and rehabilitationPain reliefPhysical therapySurgeryPsychiatry

Abstract

fetched live from OpenAlex

Introduction. Cervical dystonia (CD) is characterized by pain, which is often the main reason for visiting a doctor. Analgesics are often used to control pain, but regular administration of botulinum toxin type A (BTA) may be more effective. The effectiveness of regular long-term use of BTA in CD in relation to pain has been little studied, which served as the basis for this study. Material and methods. For 3 years, 65 patients (44 men, 21 women, average age 53±15 years) with CD who regularly received BTA therapy were observed. The severity of CD was assessed using the Toronto Western Spasmodic Torticollis Rating Scale (TWSTRS), pain — using TWSTRS and a Numeric Rating Scale (NRS) at baseline, one month after BTA therapy and 3 years later during the period of maximum severity of symptoms (before the next BTA injection). Results. A decrease in pain according to NRS and TWSTRS was shown not only after 1 month, but also after 3 years (p<0.0001). The reduction in pain was significant for initially moderate and severe pain according to the NRS of pain (p<0.0001). In patients with mild pain intensity, no significant changes were noted (F=1.5, p=0.23). An inverse correlation was noted between the sensory trick and the duration of the disease. Conclusion. The use of BTA for CD reduces pain not only after a month, but also after 3 years of regular therapy during the period of maximum severity of symptoms.

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)0.004
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.515
Threshold uncertainty score0.599

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.014
GPT teacher head0.275
Teacher spread0.261 · 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