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Record W4385337281 · doi:10.1016/j.arrct.2023.100286

A Case Report of Cryoneurolysis for Dorsal Foot Pain and Toe Clawing in a Patient With Multiple Sclerosis

2023· article· en· W4385337281 on OpenAlexaff
Fraser MacRae, Abby Speirs, Andrei Bursuc, Mahdis Hashemi, Paul Winston

Bibliographic record

VenueArchives of Rehabilitation Research and Clinical Translation · 2023
Typearticle
Languageen
FieldMedicine
TopicBotulinum Toxin and Related Neurological Disorders
Canadian institutionsUniversity of British ColumbiaCentre Hospitalier de l’Université de MontréalLondon Health Sciences CentreIsland HealthWestern University
FundersPacira BioSciences
KeywordsDorsumFoot (prosody)MedicineMultiple sclerosisPhysical medicine and rehabilitationAnatomyArt

Abstract

fetched live from OpenAlex

Toe clawing in patients with upper motor neuron disorders is often attributed to the flexor digitorum longus (FDL) and is a common presentation among patients with multiple sclerosis (MS). This movement may be painful due to altered pressure distribution and may increase the risk of falls, heighten energy expenditure during gait, and lower gait speed. Cryoneurolysis is a minimally invasive treatment that may be beneficial for pain and focal muscle hypertonicity. An ambulatory patient with MS was treated bilaterally with cryoneurolysis to the superficial fibular nerves for pain on the dorsum of the foot, and to the intramuscular tibial nerve motor branch to FDL for toe clawing. The patient felt that toe clawing was immediately reduced during gait and noted the ability to voluntarily spread their toes. The patient stated that the neuropathic pain on the dorsum of the foot was fully eliminated immediately post procedure. The patient reported improved confidence in their gait, maintained independence, and reduced toe clawing during a structured interview 12 weeks days after treatment. The effects lasted for 5.5 months before symptoms returned. Retreatment at six months reproduced the benefits. The patient reported a positive experience with cryoneurolysis for toe clawing and dorsal foot pain.

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)0.002
metaresearch head score (Gemma)0.004
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 score0.525
Threshold uncertainty score0.447

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.390
Teacher spread0.254 · 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

Citations7
Published2023
Admission routes1
Has abstractyes

Explore more

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