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Record W4399476936 · doi:10.2519/josptcases.2022.10163

Rehabilitation Following Lumbar Total Disc Replacement, With a Focus on Lumbar Multifidus Morphology and Function: A Case Report and Review of the Literature

2022· article· en· W4399476936 on OpenAlexaff
Adam Thibault, Mathieu Boily, Hassan Rivaz, Dimitri Dragutan, Peter Jarzem, Michael H. Weber, Maryse Fortin

Bibliographic record

VenueJOSPT Cases · 2022
Typearticle
Languageen
FieldMedicine
TopicSpine and Intervertebral Disc Pathology
Canadian institutionsConcordia University
Fundersnot available
KeywordsLumbarRehabilitationFocus (optics)Physical medicine and rehabilitationMedicinePhysical therapyMorphology (biology)AnatomyBiologyPhysics

Abstract

fetched live from OpenAlex

Background Lumbar total disc replacement (TDR) is an option for patients with severe low back pain from degenerative disc disease who have failed conservative treatment. Paraspinal muscles have played an important role in clinical outcomes after lumbar surgery. The purpose of this study was to investigate lumbar multifidus morphology and function in a patient following lumbar TDR and a postoperative rehabilitation exercise program. Case Presentation A 52-year-old man underwent TDR surgery at the L5-S1 level to treat his chronic low back pain, which had been present for several years and unresponsive to previous conservative management. Six weeks after the operation, the patient initiated an 8-week postoperative rehabilitation program focusing on motor control and strengthening exercises. Outcome and Follow-Up The patient experienced clinically important improvements in pain and disability, as well as improvements in lumbar multifidus size ranging from 3.17% to 13.84% and changes in thickness contraction ranging from 4.04% to 16.48%, following the postoperative rehabilitation program. However, differences in lumbar multifidus muscle morphology and function were observed when comparing the surgical site to the superior motion segment. Discussion This case report displays limited evidence regarding the effects and implementation of a motor control and strengthening exercise program following lumbar TDR. Some improvements in muscle morphology and function were observed, along with improvements in pain and disability, after the completion of the exercise program. The importance of including lumbar multifidus morphology and function in the postoperative rehabilitation of this population may warrant further research. JOSPT Cases 2022;2(1):34–41. doi:10.2519/josptcases.2022.10163

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)0.002
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: none
Teacher disagreement score0.005
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.005
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0030.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.012
GPT teacher head0.278
Teacher spread0.267 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

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