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Record W2007142245 · doi:10.1097/bth.0b013e31822911fd

Rehabilitation Considerations in the Management of Terrible Triad Injury to the Elbow

2011· review· en· W2007142245 on OpenAlexaff
Joey G. Pipicelli, Shrikant J. Chinchalkar, Ruby Grewal, George S. Athwal

Bibliographic record

VenueTechniques in Hand and Upper Extremity Surgery · 2011
Typereview
Languageen
FieldMedicine
TopicElbow and Forearm Trauma Treatment
Canadian institutionsWestern UniversitySt Joseph's Health CareHand and Upper Limb Clinic
Fundersnot available
KeywordsMedicineElbowTriad (sociology)RehabilitationPhysical medicine and rehabilitationRadial headBiomechanicsIntervention (counseling)Radial head fracturePhysical therapySurgeryAnatomyNursingPsychoanalysis

Abstract

fetched live from OpenAlex

An elbow dislocation associated with a radial head and coronoid fractures is termed a terrible triad. This injury almost always renders the elbow unstable requiring surgical intervention. The primary goal of surgery is to stabilize the elbow to permit early motion to prevent stiffness. Recent literature has improved our understanding of elbow anatomy and biomechanics as well as the pathoanatomy of this injury. This article reviews key concepts that will allow the surgeon and therapist to apply an systematic rehabilitation approach when managing such injuries.

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)0.002
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: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.984
Threshold uncertainty score0.512

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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 head0.083
GPT teacher head0.357
Teacher spread0.274 · 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 designOther design
Domainnot available
GenreReview

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

Citations26
Published2011
Admission routes1
Has abstractyes

Explore more

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