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Record W2321315424 · doi:10.1097/bth.0b013e3181cae14d

Radial Column and Volar Plating (RCVP) for Distal Radius Fractures With a Radial Styloid Component or Severe Comminution

2010· article· en· W2321315424 on OpenAlexaff
Peter Tang, Anthony Ding, Akın Üzümcügil

Bibliographic record

VenueTechniques in Hand and Upper Extremity Surgery · 2010
Typearticle
Languageen
FieldMedicine
TopicOrthopedic Surgery and Rehabilitation
Canadian institutionsColumbia College
Fundersnot available
KeywordsComminutionFixation (population genetics)MedicinePlating (geology)Radial fracturesRADIUSOrthodonticsSurgeryMaterials scienceWristGeologyMetallurgy

Abstract

fetched live from OpenAlex

Individual fracture patterns demand specific and adequate fixation. Locked volar plating has become popular in the operative fixation of distal radius fractures. However, in cases in which there is a radial styloid fragment or in cases of severe comminution, the amount of fixation from volar plating alone can be inadequate and may lead to loss of reduction. The use of locked radial column plates or Kirschner (K) wires provides additional radial column fixation and allows the surgeon to tailor the amount of fixation to the individual fracture pattern. Outlined here is the technique of combining volar plating with locked radial column plating or K-wire fixation, as well as a step-by-step outline to help achieve fracture reduction.

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)0.001
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 score0.140
Threshold uncertainty score0.637

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.014
GPT teacher head0.272
Teacher spread0.257 · 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

Citations26
Published2010
Admission routes1
Has abstractyes

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