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The Incidence and Risk Factors of Scaphoid Fracture Associated With Radial Head and Neck Fracture in Trauma Patients

2019· article· en· W2980811813 on OpenAlexaff
R. Williams, Daniel C. Jupiter, Nicholas H. Maassen

Bibliographic record

VenueJAAOS Global Research and Reviews · 2019
Typearticle
Languageen
FieldMedicine
TopicOrthopedic Surgery and Rehabilitation
Canadian institutionsObject Research Systems (Canada)
Fundersnot available
KeywordsConcomitantMedicineScaphoid fractureIncidence (geometry)WristSurgeryDistal radius fractureInjury Severity ScoreRisk factorInjury preventionPoison controlInternal medicineEmergency medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Scaphoid and radial head fractures are two injuries derived from the common fall on outstretched hand. How these injuries are related has not been fully investigated. The aim of this study was to evaluate risk factors for having concomitant proximal radius and scaphoid fractures. The goal was to identify at-risk patient populations and drive improvement in diagnosis and management of these injuries. METHODS: A retrospective review of the National Trauma Data Bank from 2007 through 2012 identified 11,309 patients with proximal radius fracture, and, as a proxy for low-energy injury, an injury severity score of less than 15. These patients were then categorized by presence of concomitant scaphoid injury. Presence of scaphoid fracture was then analyzed based on age, sex, race, trauma type, mechanism, and injury severity score. RESULTS: Three hundred seventy-eight (3%) scaphoid fractures among the 11,309 proximal radius fractures were identified. Both age and sex reached statistical significance as risk factors for concomitant scaphoid and radial head injury. There was an incremental increase in risk for concomitant injury with younger age. Subset analysis demonstrated a 10% incidence of concomitant fractures in men aged 18 to 30 years. DISCUSSION: This study provides a better understanding of how these two fractures are related. There is a markedly higher risk for concomitant injuries in male and young patients, especially those whose mechanism is a fall. Close examination of the wrist should be performed for any proximal radius fracture, and any pain should be a cause for further investigation of scaphoid injury.

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)0.003
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 score0.056
Threshold uncertainty score0.324

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
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 head0.029
GPT teacher head0.353
Teacher spread0.324 · 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

Citations5
Published2019
Admission routes1
Has abstractyes

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