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Record W2074210511 · doi:10.1080/17453670710015553

Bridging and non‐bridging external fixation in the treatment of unstable fractures of the distal radius: A retrospective study of 588 patients

2008· article· en· W2074210511 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueActa Orthopaedica · 2008
Typearticle
Languageen
FieldMedicine
TopicOrthopedic Surgery and Rehabilitation
Canadian institutionsFoothills Medical Centre
Fundersnot available
KeywordsMedicineBridging (networking)External fixationSurgeryDistal radius fractureFixation (population genetics)Randomized controlled trialExternal fixatorWristPopulation

Abstract

fetched live from OpenAlex

BACKGROUND AND PURPOSE: Bridging external fixation is used more frequently than non-bridging fixation in the management of unstable distal radius fractures, despite evidence from randomized controlled trials of better outcome with the latter technique. This study was designed to investigate the generalizability of the technique of non-bridging external fixation, and to define the indications for the use of each technique and their complications. METHODS: 641 patients with unstable displaced fractures of the distal radius were treated with bridging or non-bridging external fixation. Non-bridging external fixation was used where there was space for pins in the distal fragment. 52 patients were lost to follow-up, leaving 588 patients available for study. Complete data from radiographic measurements after fracture healing were available for 546 patients. 59 % of fractures were treated with the non-bridging technique. RESULTS: Fractures treated with bridging external fixation had a 6 times increased risk of dorsal malunion (p < 0.001) and a 2.5 times increased risk of radial shortening (p < 0.001) after adjusting for confounding factors (95% CI for odds ratio: 3-13 and 1.5-4, respectively) compared to non-bridging techniques. Minor pin tract infections were more common in the non-bridging group. INTERPRETATION: Non-bridging external fixation of the distal radius is a generalizable technique, and reduces the risk of dorsal malunion compared with bridging external fixation. Major complication rates are low and the technique is applicable to most unstable fractures of the distal radius. We recommend that non-bridging external fixation be used where there is space for the pins in the distal fragment.

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.

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 score0.030
Threshold uncertainty score0.235

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 head0.009
GPT teacher head0.251
Teacher spread0.242 · 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