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Record W2390273234 · doi:10.2310/6650.2005.x0004.530

531 OUTCOMES OF HIGH-ENERGY TIBIAL PLATEAU FRACTURES: A RETROSPECTIVE REVIEW.

2006· article· en· W2390273234 on OpenAlexaffabout
J. Adlington, Parth Lodhia, Peter J. O’Brien, Piotr A. Blachut, M. Meek, Pierre Guy, Henry M. Broekhuyse

Bibliographic record

VenueJournal of Investigative Medicine · 2006
Typearticle
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicinePerioperativeRetrospective cohort studyInternal fixationSurgeryQuality of life (healthcare)

Abstract

fetched live from OpenAlex

<h3>Purpose</h3> To evaluate perioperative complications and long-term quality of life outcomes in patients having undergone immediate open reduction and internal fixation of acute high-energy tibial plateau fractures (AO C3). <h3>Materials and Methods</h3> Retrospective review of 70 AO C3 tibial plateau fractures managed with immediate open reduction and internal fixation at the Vancouver General Hospital from December 1987 to April 2004. Chart and database review was conducted for early and late perioperative complications, and patients were surveyed using three quality of life instruments: SF36v, SMFA, and WOMAC. <h3>Results</h3> 3 (4.3%) patients had died at the time of follow-up. Of the remaining 67, 49 (73%) could be located and were contacted for follow-up. 28 of the 49 subjects (57%) completed the mail-out surveys (20 M, 8 F). Mean age of respondents at time of follow-up was 45.2 ± 9.0 years. 10 (36%) patients were pedestrians or cyclists struck by cars, 9 (32%) were injured as a result of a fall, 5 (18%) were motor vehicle collisions, 2 (7%) were sustained by a direct blow, and 2 (7%) were sustained by twisting mechanisms. Mean time from injury to OR was 56.0 ± 84.3 hours. Duration of follow-up was 8.9 ± 5.3 years. 4 (14%) patients had open fractures. Fixation methods included immediate ORIF with a single plate in 24 (86%) cases, dual plating in 3 (11%) cases, and screws alone in one (3%) case. ISS and LOS scores were 11.4 ± 6.8 and 15.7 ± 8.0 respectively. One patient (3%) experienced an early perioperative complication of excessive soft tissue tension post ORIF requiring delayed skin closure. Late perioperative complications included 9 (32%) cases of painful hardware, 2 (7%) nonunions, 2 (7%) superficial infections, 1 (3%) osteomyelitis, and 1 (3%) malunion. SMFA and WOMAC scores were 55.3 ± 9.6 and 29.44 ± 23.22. SF36v scores were 40.6 ± 10.4 (PCS) and 45.1 ± 15.8 (MCS). <h3>Conclusions</h3> Overall rates of complications were comparable to management with external fixation and delayed ORIF in literature. Immediate ORIF with careful attention to soft tissues can be a viable management option with good results in many cases of high-energy tibial plateau fractures.

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)0.001
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 score0.411
Threshold uncertainty score0.654

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.019
GPT teacher head0.300
Teacher spread0.280 · 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
Published2006
Admission routes2
Has abstractyes

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