MétaCan
Menu
Back to cohort
Record W4400693049 · doi:10.1016/j.inpm.2024.100426

Early epidural lead migration in spinal cord stimulator trials: A case series

2024· article· en· W4400693049 on OpenAlexaff
Wendy H.C. Song, Tim Ting Han Jen, Jill Osborn, Vishal Varshney

Bibliographic record

VenueInterventional Pain Medicine · 2024
Typearticle
Languageen
FieldMedicine
TopicPain Management and Treatment
Canadian institutionsSt. Paul's HospitalProvidence Health CareUniversity of British Columbia
Fundersnot available
KeywordsMedicineLead (geology)Neuropathic painSpinal cord stimulatorClinical trialSpinal cordAnesthesiaSurgeryIncidence (geometry)ComplicationSpinal cord stimulationInternal medicine

Abstract

fetched live from OpenAlex

Background: Spinal cord stimulation (SCS) devices are routinely trialed to assess pain and functional improvement before permanent lead implantation. Lead migration is a common complication that may cause a loss of therapeutic effect in patients who may otherwise benefit from SCS. The timing of lead migration during the trial period is currently unknown. Objectives: We hypothesize that significant lead migration may occur early in the SCS trial period, such as postoperative day 1 or 2, which may allow for contact stimulation adjustment to prevent false negative trial results. As such, in this study, we aim to evaluate the incidence and distance of lead migration in early thoracic SCS trial period. Methods: We performed a case series of 27 patients ≥19 years of age who received differential target multiplexed thoracic SCS trials for chronic neuropathic pain from July 1, 2020 to July 1, 2023. Patients with a neuropathic pain diagnosis failing medical treatment, without structural pathology limiting epidural access, and with psychiatric clearance for suitability are eligible for SCS trials at our center. Pre- and post-flexion radiographs taken immediately after implantation and on postoperative day 1 or 2 were examined to assess the distance of lead migration. Clinically significant lead migration was pre-defined as ≥ 10 mm. Results: The mean (SD) distances of epidural lead migration on postoperative day 1 or 2 were 18.2 (12.9) mm and 19.1 (13.3) mm for the cephalic and caudal leads, respectively. All migrations were caudad except for one trial. Clinically significant lead migration occurred in 20/27 (74 %) patients. Conclusion: Clinically significant epidural lead migration occurs in the early SCS trial period.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.591
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0010.000

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 head0.100
GPT teacher head0.411
Teacher spread0.311 · 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.

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

Citations2
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueInterventional Pain MedicineSame topicPain Management and TreatmentFrench-language works237,207