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Record W4405494504 · doi:10.1016/j.jseint.2024.12.004

Triceps insertion violation from commonly applied olecranon plating system: a comparison

2024· article· en· W4405494504 on OpenAlexaffabout
Ahmed Ayman Habis, Kevin Nguyen, Julie L. Chan, Ryan T. Bicknell, Heidi‐Lynn Ploeg, Parham Daneshvar

Bibliographic record

VenueJSES International · 2024
Typearticle
Languageen
FieldMedicine
TopicElbow and Forearm Trauma Treatment
Canadian institutionsQueen's University
Fundersnot available
KeywordsPlating (geology)OlecranonMedicineComputer scienceGeologySurgeryElbow

Abstract

fetched live from OpenAlex

Background: Surgeons generally avoid compromising tendon insertions during fracture fixation; however, it is a common practice to violate the triceps tendon insertion during olecranon plate fixation. The assumption in these procedures is that minimal triceps insertion is disrupted. The purpose of this study was to quantify the degree of triceps insertion that is violated, intentionally peeled off, by commonly utilized olecranon plating systems. The secondary objectives are to measure the surface area of the triceps insertion and olecranon using a 3-dimensional (3D) technique and compare them to 2 similar papers that were done using 2-dimensional (2D) measurements. Evaluating the amount of olecranon plates' violation to the triceps insertion was not one of the objectives of those papers. It was hypothesized that olecranon plate fixation violates a larger portion of the triceps footprint than previously thought. Methods: Six olecranon plate designs and 12 cadaveric upper-extremity specimens were used. Olecranon plates, triceps insertion footprints, and olecranon surface areas were digitized as 3D surface models with a laser scanner (SG100; ShapeGrabber Inc., Ottawa, Canada). The violated triceps insertion footprint area, required to accommodate the plate surface on the olecranon, was calculated using 3D modeling software (MeshLab; ISTI - CNR Research Center, Pisa, Italy). Results were compared with both 2D and 3D measurements and the 2D surface area measurements of 2 previous studies. Results: ) by 2D and 3D methods, respectively. Conclusions: Many commonly used olecranon plating systems violate a large portion of the triceps insertion footprint which is up to 62% in this study. A better understanding of the triceps insertion footprint, olecranon anatomy, and clinical implications of triceps footprint disruption may lead to improvements in olecranon plate design and postoperative outcomes. Future studies should assess the possibility of any clinical implications of triceps insertion disruption.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.453
Threshold uncertainty score0.408

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0000.000

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 head0.027
GPT teacher head0.312
Teacher spread0.285 · 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

Citations0
Published2024
Admission routes2
Has abstractyes

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