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Record W4403147565 · doi:10.1016/j.arrct.2024.100374

Cryoneurolysis and Quadriplegia: A Case Report on Pain and Severe Spasticity Management

2024· article· en· W4403147565 on OpenAlexaff
Laura Schatz, Samuel Herzog, Mahdis Hashemi, Paul Winston

Bibliographic record

VenueArchives of Rehabilitation Research and Clinical Translation · 2024
Typearticle
Languageen
FieldMedicine
TopicSympathectomy and Hyperhidrosis Treatments
Canadian institutionsUniversity of British ColumbiaIsland Health
Fundersnot available
KeywordsSpasticityPhysical medicine and rehabilitationPain managementMedicinePhysical therapy

Abstract

fetched live from OpenAlex

Spasticity, a common symptom after spinal cord injury, often leads to pain, muscle contracture, and compromised daily activities. Cryoneurolysis, a minimally invasive, drug-free procedure for the treatment of pain, is now gaining recognition for treating spasticity. It involves using an ultrasound-guided probe to freeze and destroy overactive target nerves. The objective of this case study was to assess the effect of cryoneurolysis on joint range of motion (ROM) by reducing spasticity and pain in a person with quadriparesis spinal cord injury. A 52-year-old male with C4 incomplete quadriplegia presented with severe right hip osteoarthritis, causing a severe hip flexion deformity with hip flexor spasms, as well as spasticity in the upper limbs. Previous attempts with exceeding maximum-dose botulinum toxin injections for the lower limb proved insufficient to improve ROM. Percutaneous cryoneurolysis was performed on multiple nerves, contributing to spasticity in the upper and lower limbs. Immediately after each procedure, the patient experienced an increased ROM in the upper and lower limb targeted regions. During the patient's follow-up, he also reported improvements in performing daily activities, such as independent showering, no falls, and a significant decrease in muscle tone. Results were primarily maintained up to 9 months postprocedure when cryoneurolysis was repeated for the lower limbs only. On repeat cryoneurolysis, results were re-established. Cryoneurolysis is a nonsurgical, percutaneous procedure that could be considered for pain and spasticity management in patients with quadriplegia. It can provide an option for improved quality of life and independence for patients.

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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0030.003
Science and technology studies0.0030.002
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0050.003
Insufficient payload (model declined to judge)0.0030.001

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 head0.077
GPT teacher head0.429
Teacher spread0.351 · 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 designCase report
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

Citations2
Published2024
Admission routes1
Has abstractyes

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