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Record W3137502551 · doi:10.1097/bto.0000000000000537

Reconstruction of Complex Acromion Nonunions and Fractures With a Locking Mesh Plate

2021· article· en· W3137502551 on OpenAlexaff
Temi D. Ogunleye, Anthony J. Dugarte, Jeffrey A. Gilbertson, Peter A. Cole

Bibliographic record

VenueTechniques in Orthopaedics · 2021
Typearticle
Languageen
FieldMedicine
TopicShoulder and Clavicle Injuries
Canadian institutionsSt. Peter's Hospital
Fundersnot available
KeywordsMedicineAcromionSurgeryNonunionTrauma centerBone graftingRetrospective cohort studyRotator cuff

Abstract

fetched live from OpenAlex

Objectives: To assess surgical and functional outcomes in a cohort of patients having surgically reconstructed acromion nonunions or severely comminuted acute fracture patterns treated with a variable angle, locking mesh plate with a matrix of screw options. Design: Retrospective case series. Setting: Level I trauma center. Patients: Between 2012 and 2017, 10 patients, 4 patients with acromion nonunions and 6 patients with severely comminuted acromion fractures presented to a single institution and underwent surgical treatment. Intervention: Surgical repair of complex acromion fractures and nonunions utilizing a 2.4/2.7 locking mesh plate (Depuy-Synthes) with bone grafting (nonunions). Main Outcome Measurements: Primary outcome measures include range of motion; strength; Disabilities of the Arm, Shoulder, and Hand; and Short Form 36 Health Survey. Results: Seven of 10 patients (70%) achieved 1 year follow-up, mean 23.3 months (range, 12 to 46 mo). Nine of 10 patients achieved union following the index reconstruction procedure and 1 patient achieved union after revision of failed mesh plate fixation. At final follow-up, the mean Disabilities of the Arm, Shoulder, and Hand score was 20.0 (11.2 in fracture group and 31.6 in nonunion group) and mean mental and physical component Short Form 36 scores were 51.4 and 42.9, respectively. Conclusions: A variable angle, locking mesh plate may be a useful implant choice for complex nonunions and severely comminuted fracture patterns of the acromion process. In this series, union rate and perioperative complications were acceptable in extreme fracture variants.

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 score0.503
Threshold uncertainty score0.360

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 head0.018
GPT teacher head0.356
Teacher spread0.338 · 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

Citations2
Published2021
Admission routes1
Has abstractyes

Explore more

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