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Record W7117310992 · doi:10.1177/21925682251412289

Comparing Unilateral Biportal Endoscopic Discectomy Versus Microdiscectomy for Lumbar Disc Herniation: A Systematic Review and Meta-Analysis

2025· article· en· W7117310992 on OpenAlexaboutno aff
Muhammad Hassan Waseem, Zain Ul Abideen, Muneeba Ahsan, Rimsha Adnan, Arusha Hasan, Zoya Aamir, Mahrosh Kasbati, Pawan Kumar Thada, Brandon Lucke-Wold

Bibliographic record

VenueGlobal Spine Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicSpine and Intervertebral Disc Pathology
Canadian institutionsnot available
Fundersnot available
KeywordsObservational studyRandomized controlled trialBack painLumbar disc herniationDisc herniationMeta-analysisFunnel plotLumbarDiscectomyLow back pain

Abstract

fetched live from OpenAlex

Study Design This study is a meta-analysis of randomized controlled trials (RCTs) and observational studies. Objective Lumbar disc herniation (LDH) often requires surgery, with microdiscectomy (MD) being common. This study compares Unilateral Biportal Endoscopic Discectomy (UBED) to conventional and tubular MD for LDH treatment. Methods PubMed, Cochrane Central, and ScienceDirect were searched up to May 2025. Mean differences (MDs) and risk ratios (RRs) were pooled with a random effects model using Review Manager. Quality was assessed using the Cochrane risk of bias tool and the Newcastle-Ottawa Scale. Publication bias was evaluated with funnel plots and Egger’s regression test. Results Thirteen studies (11 observational studies and 2 RCTs), pooling 1369 patients, were included. UBED was associated with decreased 1-3 days post-operative (MD: −0.81; 95% CI: [−1.48, −0.14]; P = 0.02) and 12 months post-operative (MD: −0.37; 95% CI: [−0.74, −0.01]; P = 0.04) VAS back pain scores, 12 months post-operative ODI scores (MD: −1.32; 95% CI: [−2.44, −0.19]; P = 0.02), estimated blood loss (MD: −74.42; 95% CI: [−114.11, −34.73]; P = 0.0002), and hospital stay (MD: −1.81; 95% CI: [−2.99, −0.63]; P = 0.003) compared to conventional MD although the operative time was high (MD: 9.07; 95% CI: [1.66, 16.48]; P = 0.02). Concurrently, the 12 months post-operative VAS back pain score (MD: −0.42; 95% CI: [−1.40, 0.56]; P = 0.40) and ODI score (MD: 1.39; 95% CI: [−2.80, 5.58]; P = 0.52) along with the operative time (MD: 21.80; 95% CI: [−26.31, 69.92]; P = 0.37) and hospital stay (MD: 0.02; 95% CI: [−0.30, 0.33]; P = 0.92) were comparable between the UBED and tubular MD. The VAS leg pain scores were comparable between UBED and both conventional and tubular MD. Conclusion UBED may be associated with reduced early and long-term back pain, disability, blood loss, and hospital stays compared to conventional MD, but has longer surgery times, with comparable outcomes to tubular MD. More large-scale RCTs are required to validate these results.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.586
Threshold uncertainty score0.729

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.055
GPT teacher head0.367
Teacher spread0.313 · 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 designMeta-analysis
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
Published2025
Admission routes1
Has abstractyes

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