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Record W7064438209

Central Fixation Element Type and Size Affect Glenoid Baseplate Micromotion in Reverse Shoulder Arthroplasty

2021· dissertation· en· W7064438209 on OpenAlexaff

Bibliographic record

VenueQSpace (Queen's University Library) · 2021
Typedissertation
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsQueen's University
Fundersnot available
KeywordsArthroplastyFixation (population genetics)Rotator cuffShoulder ProsthesisImplantProsthesis
DOInot available

Abstract

fetched live from OpenAlex

Reverse shoulder arthroplasty (RSA) is typically performed in patients with injured or deficient rotator cuff muscles. Loosening remains to be one of the principal modes of implant failure and the main complication leading to revision. The objective of this study was to mechanically evaluate factors affecting baseplate fixation to inform clinicians of possible implant configurations that may decrease micromotion and reduce the risk of loosening. Delta XTEND™ baseplates (DePuy Synthes) were implanted into Sawbones™ polyurethane foam blocks (N = 40) and varied in terms of their method of central fixation (screw vs. peg), central length (13.5 vs. 23.5 mm), anterior-posterior peripheral screw type (nonlocking vs. locking), and bone density (10 vs. 25 pcf). Samples were cyclically loaded under compression and shear with a 500 N force at 60° to simulate peak loads during shoulder abduction. Implant-bone motion was measured using four linear variable differential transformers. A theoretical plane was used to interpolate micromotion at the four peripheral screw positions for each sample. Micromotion measurements yielded a mean absolute percentage error (MAPE) of (9.5 ± 2.6)%; average displacements at the implant-bone interface were analyzed with a Kruskal-Wallis H test and nonparametric univariate analysis (α = 0.05). Central peg fixation generated greater micromotion at all four screw positions when compared to central screw fixation (p < 0.001). Furthermore, 13.5 mm central elements generated greater micromotion at all four measurement positions than 23.5 mm samples (p = 0.001). A significant interaction existed between the method of central fixation and central element length at all four screw positions (p < 0.001), as well as between peripheral screw type and bone density at all four screw positions (p = 0.015). Use of a central compression screw and a greater central element length that engages with the cortex of the scapula may provide improved baseplate fixation and reduce interface micromotion. Use of locking screws in the anterior and posterior positions may also offset loss of fixation due to lower bone quality. Future work that considers other baseplate factors may reveal additional surgical considerations and factor interactions.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0010.000

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 head0.005
GPT teacher head0.208
Teacher spread0.202 · 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 designBench or experimental
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

Citations0
Published2021
Admission routes1
Has abstractyes

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