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Record W4407026976 · doi:10.1016/j.eats.2024.103392

Mini‐Open Subpectoral Biceps Tenodesis With an Onlay Knotless TensionTight Locking Button Technique

2025· article· en· W4407026976 on OpenAlexaff
Mikalyn T. DeFoor, Michael G. Rizzo, Marco Adriani, Broderick T Provencher, Ryan J. Whalen, Nate J Dickinson, Matthew T. Provencher

Bibliographic record

VenueArthroscopy Techniques · 2025
Typearticle
Languageen
FieldMedicine
TopicShoulder Injury and Treatment
Canadian institutionsSurgical Specialties (Canada)
FundersAmerican Shoulder and Elbow SurgeonsAmerican Academy of Orthopaedic SurgeonsArthroscopy Association of North AmericaAmerican Orthopaedic Society for Sports MedicineArthrex
KeywordsMedicineBicepsSurgery

Abstract

fetched live from OpenAlex

Although isolated long head of the biceps (LHB) pathology is relatively rare, it is commonly encountered in the treatment of concomitant intraarticular shoulder pathology such as subscapularis tear, SLAP tears, and coracoid impingement. Shoulder pain arising from the LHB generally occurs with overhead repetitive motion and activities of resisted pronation and supination of the forearm. Although there are several approaches to treatment and types of fixation used to address LHB tendon pathology, there is no clear superior method of surgical intervention. As opposed to intraosseous fixation with an inlay technique, an onlay technique fixes the tendon to the cortical surface with the advantage of decreased risk of torsional fracture and a smaller footprint with less bone loss. We describe our preferred technique for the treatment of the LHB tendon pathology using an all-knotless onlay TensionTight locking button technique with a mini-open subpectoral biceps tenodesis.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.025
GPT teacher head0.372
Teacher spread0.347 · 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 designCase report
Domainnot available
GenreMethods

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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