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Record W4400409420 · doi:10.1016/j.arthro.2024.06.041

Bridging Reconstruction With Interpositional Dermal Allograft Has Superior Healing Than Does Maximal Repair for Treatment of Large to Massive, Irreparable Rotator Cuff Tears—Secondary Analysis of a Randomized Control Trial

2024· article· en· W4400409420 on OpenAlexafffund
Jillian Karpyshyn, Jie Ma, John-Paul King, Ivan Wong

Bibliographic record

VenueArthroscopy The Journal of Arthroscopic and Related Surgery · 2024
Typearticle
Languageen
FieldMedicine
TopicShoulder Injury and Treatment
Canadian institutionsNova Scotia HospitalNova Scotia Health AuthorityDalhousie University
FundersDalhousie University
KeywordsRotator cuffTearsMedicineBridging (networking)SurgeryRandomized controlled trialCuffComputer science

Abstract

fetched live from OpenAlex

PURPOSE: To compare the radiographic results of bridging rotator cuff reconstruction (BRR) with dermal allograft and maximal repair for large or massive, irreparable rotator cuff tears. METHODS: This was a secondary analysis of data from a single-center, blinded-observer, randomized controlled trial that examined clinical outcomes of BRR compared with maximal repair. A sample size of 30 patients with magnetic resonance imaging (MRI)-proven large or massive (>3 cm), retracted rotator cuff tears and/or involvement of 2 or more tendons were randomly allocated to 1 of 2 groups: maximal repair or BRR using dermal allograft. MRIs were obtained preoperatively and 1 year postoperatively. The primary outcome of this study was the retear rate on MRI. Secondary outcomes included progression of muscle atrophy and fatty infiltration. RESULTS: There was no difference in age or preoperative tear size between the 2 groups. Patients treated with BRR had decreased retear rate (21%) compared with patients who received maximal repair alone (87%). There was no difference in the number of patients who had progression of muscle atrophy (P = .088 for supraspinatus and P = .738 for infraspinatus) or fatty infiltration (P = .879 for supraspinatus and P = .693 for infraspinatus) between the 2 groups. A significant increase in mean postoperative supraspinatus muscle atrophy was identified in the maximal repair group (P = .034). CONCLUSIONS: The results of this secondary analysis of a randomized controlled trial comparing radiographic results of maximal repair versus BRR using dermal allograft in the treatment of large or massive rotator cuff tears show that BRR results in a significantly reduced structural failure rate and a trend toward better preservation of supraspinatus muscle mass compared with maximal repair. LEVEL OF EVIDENCE: Level I, secondary analysis of a randomized controlled trial.

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)0.005
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0060.004
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.012
GPT teacher head0.288
Teacher spread0.276 · 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 designRandomized trial
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

Citations11
Published2024
Admission routes2
Has abstractyes

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