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Record W4394616944 · doi:10.1097/prs.0000000000011456

Reoperation following Primary Greater Occipital Nerve Decompression Surgery: Incidence, Risk Factors, and Outcomes

2024· article· en· W4394616944 on OpenAlexaff
Katya Remy, Merel H. J. Hazewinkel, Connor Mullen, Robert R. Hagan, William G. Austen, Lisa Gfrerer

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2024
Typearticle
Languageen
FieldMedicine
TopicSpine and Intervertebral Disc Pathology
Canadian institutionsNeurAxon (Canada)
Fundersnot available
KeywordsMedicineSurgeryIncidence (geometry)DecompressionLogistic regressionAnesthesiaInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Although nerve decompression surgery is an effective treatment for refractory occipital neuralgia, a proportion of patients experience recurrence of pain and undergo reoperation. This study analyzes the incidence, risk factors, and outcomes of reoperation following primary greater occipital nerve (GON) decompression. METHODS: A total of 215 patients who underwent 399 primary GON decompressions were prospectively enrolled. Data included patient demographics, medical and surgical history, reoperation rates, intraoperative findings, surgical technique, and postoperative outcomes in terms of pain frequency (days per month), duration (hours per day), intensity (scale, 0 to 10), and migraine headache index. Bivariate analyses, univariable logistic regression analysis, and multivariable logistic regression analysis, were performed. RESULTS: Twenty-seven GON decompressions (6.8%) required reoperation with neurectomy at a median follow-up time of 15.5 months (range, 9.8 to 40.5 months). Cervical spine disorders on imaging that did not warrant surgical intervention (OR, 4.88; 95% CI, 1.61 to 14.79; P < 0.01) and radiofrequency ablation (OR, 4.20; 95% CI, 1.45 to 15.2; P < 0.05) were significantly associated with higher rates of reoperation. At 12 months postoperatively, patients who underwent reoperation achieved similar mean reductions in pain frequency, duration, intensity, and migraine headache index, as compared with patients who underwent only primary decompression ( P > 0.05). CONCLUSION: Patients with occipital neuralgia who have a history of cervical spine disorders or radiofrequency ablation should be counseled that primary decompression has a higher risk of reoperation, but outcomes are ultimately comparable. CLINICAL QUESTION/LEVEL OF EVIDENCE: Risk, III.

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)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.892

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.021
GPT teacher head0.269
Teacher spread0.248 · 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

Citations9
Published2024
Admission routes1
Has abstractyes

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