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Record W4411730408 · doi:10.1016/j.jseint.2025.05.038

Concomitant biceps intervention does not affect the outcome in the treatment of partial-thickness rotator cuff tear

2025· article· en· W4411730408 on OpenAlexafffund
Keigo Honoki, Jarret M. Woodmass, Sarah Harris, Afsana Hasan, Rodrigo Brandariz, Peter B. MacDonald

Bibliographic record

VenueJSES International · 2025
Typearticle
Languageen
FieldMedicine
TopicShoulder Injury and Treatment
Canadian institutionsUniversity of ManitobaPan Am ClinicWomen's College HospitalUniversity of Toronto
FundersPan Am Clinic Foundation
KeywordsRotator cuffConcomitantBicepsAffect (linguistics)TearsOutcome (game theory)MedicineIntervention (counseling)SurgeryPsychologyEconomics

Abstract

fetched live from OpenAlex

Background: Although procedures for long head of biceps (LHB), including LHB tenotomy and tenodesis, are commonly performed for patients with rotator cuff tear (RCT), the data about concomitant biceps procedures in the treatment of partial-thickness (PT) RCT has been limited. Methods: -test, and categorical variables were compared using a chi-squared or Fisher's exact test. Results: < .001). No other significant differences were found in operative variables or patient-reported variables preoperatively or at the 1-year follow-up. Conclusion: Concomitant biceps intervention does not affect the clinical outcome in arthroscopic shoulder surgery for PT-RCT. There was no significant difference in clinical outcomes between LHB tenodesis and tenotomy in the treatment of arthroscopic PT-RCT when LHB intervention was performed.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.145
Threshold uncertainty score0.227

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 head0.037
GPT teacher head0.390
Teacher spread0.353 · 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
Published2025
Admission routes2
Has abstractyes

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