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Record W7117292409 · doi:10.7759/cureus.100119

Outcomes of Fixation of Lateral-End Clavicle Fractures Using Locking Clavicular Plate With Acromioclavicular TightRope Augmentation: A Meta-Analysis

2025· article· en· W7117292409 on OpenAlexaboutno aff
Kashif Memon, Manahil Awan, Arslan A Abro, Shahzad Ahmad, Shenouda R Shehata Abdelmesih

Bibliographic record

VenueCureus · 2025
Typearticle
Languageen
FieldMedicine
TopicShoulder and Clavicle Injuries
Canadian institutionsnot available
Fundersnot available
KeywordsFixation (population genetics)NonunionClavicleVisual analogue scaleBony union

Abstract

fetched live from OpenAlex

Lateral-end clavicle fractures, especially unstable Neer IIb patterns, are prone to nonunion due to disruption of the acromioclavicular (AC) ligaments. Conventional plate or hook plate fixation may provide inadequate stability. Locking plate fixation augmented with AC TightRope (Arthrex, Naples, FL, USA) or suture button construct aims to improve stability, accelerate healing, and enhance functional recovery. The objective of this study is to evaluate the efficacy of augmented fixation compared with conventional fixation in terms of union, functional outcomes, pain, and complications. A systematic review and meta-analysis of studies published up to October 2025 was conducted, including clinical and biomechanical studies comparing locking plate with or without AC augmentation. Outcomes included Constant-Murley Score (CMS), Visual Analog Scale (VAS), union rate, union time, and complications. Quality was assessed using the Newcastle-Ottawa Scale and a biomechanical checklist. Five studies met the inclusion criteria. Augmented fixation showed higher CMS (MD = 4.4; 95% CI [2.1, 6.7]), faster union (-2.2 weeks; 95% CI [-3.5, -0.9]), lower VAS (-1.54; 95% CI [-2.3, -0.8]), and fewer complications (OR = 0.38; 95% CI [0.15, 0.95]) compared with conventional fixation. Union rates were consistently high (97-100%) in clinical studies, and biomechanical data demonstrated superior construct stability. Locking plate fixation with AC TightRope or suture-button augmentation provides improved function, faster healing, reduced pain, and lower complication rates in unstable lateral-end clavicle fractures.

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)0.008
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.015
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.012
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0150.042
Bibliometrics0.0040.005
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.042
GPT teacher head0.417
Teacher spread0.375 · 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 designMeta-analysis
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

Citations2
Published2025
Admission routes1
Has abstractyes

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