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Record W4417307487 · doi:10.1007/s00270-025-04290-6

Retrospective Comparison of Short- and Mid-Term Performance of 200-µm Polyethylene Glycol Microspheres vs Ethiodized Oil Emulsion for Genicular Artery Embolization in Symptomatic Knee Osteoarthritis

2025· article· en· W4417307487 on OpenAlexaboutno aff
Wali Badar, Layth Alkhani, Faisal Al-Qawasmi, Qian Yu, Magdalena Anițescu, Brendon Ross, Mikin Patel, Osman Ahmed

Bibliographic record

VenueCardioVascular and Interventional Radiology · 2025
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsEmbolizationPolyethylene glycolRetrospective cohort studyMicrosphereOsteoarthritisUltrasound

Abstract

fetched live from OpenAlex

PURPOSE: To report up to 6-month outcomes of genicular artery embolization (GAE) using polyethylene glycol microspheres vs ethiodized oil emulsion in patients with medically refractory symptomatic knee osteoarthritis (KOA). MATERIAL AND METHODS: In this single-center retrospective study, sixty-eight patients (65 y.o, M/F (11/57)) underwent GAE from 9/2021 to 3/2025 using a permanent agent: 200-micron microspheres (HydroPearl®, n = 42), or a temporary agent: emulsion of ethiodized oil (LipioJoint, n = 46). Outcomes were assessed with the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) total and Pain sub-score at baseline, 1, 3, and 6 months post-GAE. Adverse events (AEs) were reported by the CIRSE AE classification system. A descriptive statistical and multivariable analysis was performed. RESULTS: Eighty-eight knees treated with KOA severity: Kellgren-Lawrence (KL) 2: 10 vs 23%, KL 3: 57 vs 33%, KL4: 33 vs 44%, respectively (permanent vs temporary, P = 0.051). Pain sub-scale score decreased by 27 vs 44%, 25 vs 37%, and 23 vs 36% at 1, 3, and 6 months, respectively. There was higher percent WOMAC pain reduction in ethiodized oil emulsion at 1 but not at 3 and 6 months (P = 0.020-0.119). Adverse events included: skin changes without ulceration (n = 14), knee swelling requiring prednisone (n = 5), and access site hematoma (n = 2). A lower AE rate was observed for total AEs and skin changes with ethiodized oil emulsion (P = 0.018). CONCLUSION: GAE shows positive short-term outcomes up to 6 months post-treatment for KOA with temporary and permanent embolic agents. Ethiodized oil may offer a better short-term efficacy and lower risk of skin discoloration compared to polyethylene glycol microspheres.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.282
Threshold uncertainty score0.639

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
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)0.0000.000

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 head0.011
GPT teacher head0.274
Teacher spread0.263 · 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

Citations4
Published2025
Admission routes1
Has abstractyes

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