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Record W4404792227 · doi:10.52198/25.sti.45.os1838

Assessing Total Knee Arthroplasty Implant Balance with a Passive Knee Drop Test

2025· article· en· W4404792227 on OpenAlexaff
Kevin Abbruzzese, Michael Dunbar, Stefano A. Bini, Sean B. Sequeira, Michael A. Mont, Sally LiArno

Bibliographic record

VenueSurgical Technology Online · 2025
Typearticle
Languageen
FieldMedicine
TopicTotal Knee Arthroplasty Outcomes
Canadian institutionsDalhousie University
Fundersnot available
KeywordsImplantTotal knee arthroplastyMedicineBalance (ability)ArthroplastyPhysical therapyPhysical medicine and rehabilitationOrthodonticsSurgery

Abstract

fetched live from OpenAlex

INTRODUCTION: Soft-tissue balancing is a critical component of total knee arthroplasty (TKA), though most current modalities to evaluate this intraoperatively are subjective and based upon empiric observation. A modified pendulum knee drop (PKD) technique has been developed to quantitatively evaluate knee joint soft-tissue stiffness. By measuring the amplitude and decay rate of oscillations when the leg is passively swung from extension to flexion, the modified PKD test offers a novel approach to evaluating knee stiffness in a reproducible manner. The purpose of this study was to explore the ability of the modified PKD test to quantify changes in stiffness induced by insert thickness in a cadaveric TKA model. MATERIALS AND METHODS: There were eleven (N=11) fresh frozen cadaver specimens that underwent a robotic-assisted total knee arthroplasty (RATKA) procedure. Nine of the 11 specimens underwent an RATKA with a cruciate-retaining (CR) femoral implant, and the remaining two specimens underwent an RATKA with a posterior-stabilized (PS) implant. The modified PKD test was performed on each RATKA specimen, where a planned insert was targeted to achieve an anatomically balanced knee and then increased by 2mm increments to simulate stiffer knee joints (in two cases, an additional 2mm insert was utilized for a total 4mm increment). An inertial measurement unit (IMU) sensor was placed on the tibia to record the range of motion (ROM). The thigh of the specimen was abducted over the side of the surgical table and positioned parallel to the floor to allow the shank to oscillate freely. The knee was then flexed to 45 degrees, calibrated in this reference position, and released, allowing the joint to oscillate until coming to rest. The procedure was repeated three times for each of the insert thicknesses. The IMU sensor was used to measure knee ROM, and the log-decrement ratio was calculated for each condition to estimate knee stiffness and was averaged over the three trials. The data was normally distributed, and paired sample t-tests were used to assess significance within specimens. Stiffness ratios were calculated as the log-decrement values of the thickest tibial inserts divided by the log-decrement value of the thinnest tibial inserts and were used to estimate the magnitude of stiffness increases. RESULTS: The modified PKD was able to detect the increased stiffness caused by increasing insert thickness in all specimens. This increase in stiffness was not impacted by implant design or implant size. The modified PKD test was able to reproducibly demonstrate an increase in stiffness when the same specimen was trialed with 2 to 4mm thicker polyethylene inserts. The modified PKD demonstrated reproducible results with respect to log decrement estimations, with an average standard deviation of 0.02 for all trials. DISCUSSION: This study investigated the ability of a modified PKD test to quantify the relative change in the stiffness of a TKA when changing the thickness of tibial inserts. Comparing the stiffness ratios between test constructs demonstrated that the modified PKD test was sensitive to variations in stiffness caused by thicker implants. A significant increase in knee stiffness was observed with as little as a 2mm incremental insert thickness, resulting in nearly twice the stiffness of the TKA, as documented by the increase in log decrement ratios. The lack of impact on implant size or design type suggests that these variables, when the TKA is appropriately sized and the procedure appropriately performed, do not impact stiffness. The ability of the modified PKD test to produce a sensitive and reproducible measure of relative construct stiffness is a promising new tool to help the surgeon in the operating room assess appropriate insert thickness for soft-tissue balancing.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.218
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.008
GPT teacher head0.285
Teacher spread0.277 · 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.

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
Published2025
Admission routes1
Has abstractyes

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