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Record W2336691682 · doi:10.3928/01477447-20150603-53

Reversed Contralateral LISS Plate for Vancouver B1 Periprosthetic Femoral Shaft Fractures

2015· article· en· W2336691682 on OpenAlex
Matthew Russo, Arjan Malekzadeh, Chadwick B. Hampton, Robert A. Hymes, Cary C. Schwartzbach, Jeffrey Schulman

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueOrthopedics · 2015
Typearticle
Languageen
FieldMedicine
TopicOrthopaedic implants and arthroplasty
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePeriprostheticSurgeryImplantFemurIntramedullary rodRadiographyFixation (population genetics)MalunionImplant failureProsthesisFemoral fractureDeep veinArthroplastyThrombosis

Abstract

fetched live from OpenAlex

The authors reviewed all patients treated for periprosthetic femur fractures between March 1, 2007, and January 31, 2010 at the senior author's institution. Demographic features, mechanism of injury, radiographs, and computed tomography scans were reviewed to determine the type and stability of the femoral implant at the time of injury. All Vancouver B1 fractures were treated with a novel technique that used a contoured distal femoral locking plate intended for the contralateral femur and reversed to accommodate the ipsilateral femoral bow and contour of the proximal femur. Fixation was achieved around the implant with percutaneously placed unicortical and/or bicortical screws. Radiographs were reviewed for fracture healing, malunion, implant failure, and prosthetic loosening. Fifteen patients were identified and underwent the procedure as described. One patient died soon after surgery of complications from a ruptured preexisting esophageal ulcer. Of the remaining 14 patients, the average duration of follow-up was 25 months (range, 6-31 months). Two patients did not achieve union; however, repeat interpretation of the presenting radiographs showed likely misdiagnosed Vancouver B2 fractures. The first patient had late aseptic loosening and underwent revision surgery 22 weeks postoperatively. The other had early loss of fixation that required revision with a long stem prosthesis. Other complications included 1 deep venous thrombosis and 2 superficial wound infections. The infections were successfully treated with a single formal irrigation and debridement, primary closure, and a short course of oral antibiotics. Ultimately, in 86% of patients (12/14), fracture healing occurred with this biologically friendly technique.

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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.401
Threshold uncertainty score0.811

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 head0.031
GPT teacher head0.305
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