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Record W4402212949 · doi:10.2106/jbjs.24.00524

Cementless Oxford Unicompartmental Knee Replacements: More Data, More Questions

2024· article· en· W4402212949 on OpenAlexaff
Aaron G. Chen, Michael S. Reich

Bibliographic record

VenueJournal of Bone and Joint Surgery · 2024
Typearticle
Languageen
FieldMedicine
TopicTotal Knee Arthroplasty Outcomes
Canadian institutionsLondon Health Sciences CentreWestern University
Fundersnot available
KeywordsUnicompartmental knee arthroplastyEngineeringMedicineOsteoarthritisAlternative medicine

Abstract

fetched live from OpenAlex

Commentary Unicompartmental knee replacement (UKR) is recognized as a valuable procedure for patients with isolated, single-compartment knee arthritis. The proposed benefits of the less-invasive UKR over a total knee replacement include decreased mortality, decreased length of stay, fewer complications, and improved patient-reported functional outcome measures1. As the popularity of UKR rises, interest in improving the durability of UKR implants has gained traction. One strategy has been to utilize cementless implants to allow for biologic osseointegration and thus improved fixation compared with that of traditional cemented implants. Previous research has shown that cementless UKRs have decreased rates of radiolucent lines and aseptic loosening compared with cemented UKRs2. In the present study, Mohammad et al. sought to further explore the impact of cementless fixation in UKRs while investigating related functional patient-reported outcome measures (PROMs). They utilized data from the National Joint Registry for England, Wales, Northern Ireland and the Isle of Man (NJR) and the Hospital Episode Statistics Patient Reported Outcome Measures (HES-PROMs) database to identify and compare a matched cohort of 3,453 cementless and 3,453 cemented Oxford (Zimmer Biomet) mobile-bearing medial UKRs. This study is an excellent example of the use of both “big data” from registries and propensity score matching to answer questions that would simply not be feasible to investigate by means of a prospective randomized controlled trial. The authors demonstrated improved 10-year cumulative implant survival (93.0% versus 91.3%) and improved PROMs (as measured with use of the Oxford Knee Score [OKS] and the EuroQol-5 Dimension index [EQ-5D]) in favor of the cementless version of the implant. Furthermore, they found significantly lower rates of both aseptic loosening (0.35% versus 1.10%; p < 0.001) and osteoarthritis progression (0.72% versus 1.25%; p = 0.03) in the cementless group. Rates of periprosthetic fracture trended higher in the cementless group (0.23% versus 0.06%), but this difference did not reach significance (p = 0.06). The subgroup analysis in this study is also especially informative. Improved survivorship with cementless implants was noted with UKRs performed by high-volume (≥30 UKRs per year), medium-volume (10 to <30 UKRs per year), and low-volume (<10 UKRs per year) surgeons, although this only reached significance for the high-volume surgeons. Among UKRs performed by medium or high-volume surgeons, greater improvement in the postoperative OKS was demonstrated with cementless fixation. Among UKRs performed by high-volume surgeons, higher postoperative EQ-5D scores were shown with cementless fixation. These findings beg the question: are higher-volume surgeons performing a more technically sound procedure than lower-volume surgeons? In other words, is it when these surgeons use the cementless Oxford UKR that we see the true potential of the implant and procedure, with improved survivorship and improved functional outcomes? Additionally, does the cementless implant, and by extension, the biologic fixation, further enhance the more “natural feel” of the implant? The lack of statistical differences in survivorship and in PROMs between cementless and cemented UKRs performed by low-volume surgeons may reflect the smaller sample size for this subgroup, or it may reflect the absence of a difference in surgeons who perform fewer procedures. The relationship between surgical volume and outcomes in UKR is certainly complex, and one of the limitations of registry studies is the challenge of identifying the many factors, including radiographic alignment, use of technology (e.g., navigation or robotics), and patient factors, that may influence outcomes and survivorship in UKR3,4. Other study designs and data sources will need to be utilized to sift out possible confounders. Other questions remain as well. Will other joint registries demonstrate similar results? Will these findings hold up over longer-term follow-up? Can the superiority of the cementless version of the Oxford UKR implant be replicated with other implants? As noted by the authors, there are data to suggest otherwise, and—as is commonly a disclaimer in implant-related research—one must be cautious when attempting to generalize the results. Regardless, we commend Mohammad et al. on their excellent work, and future research will need to corroborate and complement this study to help answer these questions and those yet to be asked.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.030
metaresearch head score (Gemma)0.155
Version: metacan-v3-hybrid-931329e0061cValidation 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: none
Teacher disagreement score0.030
Threshold uncertainty score0.159

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0300.155
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0030.004
Science and technology studies0.0010.004
Scholarly communication0.0040.010
Open science0.0050.002
Research integrity0.0150.016
Insufficient payload (model declined to judge)0.0150.004

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 head0.052
GPT teacher head0.318
Teacher spread0.266 · 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 source (direct Gemma or distilled Codex), 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".

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Citations0
Published2024
Admission routes1
Has abstractyes

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