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Record W4413772838 · doi:10.62347/icou1354

Therapeutic outcomes of combined Bupivacaine Liposome, 1,4-Butanediol Diglycidyl Ether-crosslinked sodium hyaluronate, and arthroscopic debridement in knee osteoarthritis management

2025· article· en· W4413772838 on OpenAlex
Zhecheng Jiang

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAmerican Journal of Translational Research · 2025
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsDiglycidyl etherMedicineOsteoarthritisSodium hyaluronateBupivacaineSurgeryAnesthesiaArthroscopyDebridement (dental)EpoxyMaterials sciencePathology

Abstract

fetched live from OpenAlex

OBJECTIVE: To assess the effectiveness of arthroscopic debridement (AD) combined with Bupivacaine Liposome and 1,4-Butanediol Diglycidyl Ether (BDDE)-Crosslinked Sodium Hyaluronate in treating knee osteoarthritis (KOA). METHODS: A total of 195 KOA patients were recruited and assigned to two groups based on the treatment modality: a control group (n=95) receiving standard AD and a research group (n=100) receiving the combined therapy. The efficacy of the treatment, inflammatory biomarkers (including tumor necrosis factor-alpha [TNF-α], interleukin [IL]-1β, and IL-6), quality of life (QOL), and patient-reported satisfaction were assessed. Besides, multiple scales were employed, including the Visual Analog Scale (VAS) for pain intensity, the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) for symptom severity, as well as the Hospital for Special Surgery (HSS) Knee Score and Lysholm Knee Score for functional recovery. RESULTS: The research group demonstrated significantly superior overall efficacy and treatment satisfaction compared to the control group (P<0.05). Post-intervention improvements were observed in knee function scores (HSS and Lysholm) and QOL in both cohorts, with the research group showing greater enhancements (P<0.05). Furthermore, the combination therapy led to more pronounced reductions in WOMAC subscale scores (dysfunction, pain, and stiffness), VAS scores, and inflammatory markers (TNF-α, IL-1β, and IL-6) compared to the control group (P<0.05). CONCLUSIONS: The combination of Bupivacaine Liposome, BDDE-Crosslinked Sodium Hyaluronate, and AD shows great therapeutic potential in the management of KOA, supporting its broad clinical generalization.

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.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.649
Threshold uncertainty score0.619

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
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 head0.024
GPT teacher head0.354
Teacher spread0.329 · 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