MétaCan
Menu
Back to cohort
Record W2002457017 · doi:10.1159/000204350

Periprosthetic Fractures of the Femur after Hip and Knee Replacement

2009· article· en· W2002457017 on OpenAlexaboutno aff
Wieslaw Pospula, Tarek Abu Noor

Bibliographic record

VenueMedical Principles and Practice · 2009
Typearticle
Languageen
FieldMedicine
TopicOrthopaedic implants and arthroplasty
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePeriprostheticFemurSurgeryKnee replacementProsthesisHip replacementRadiological weaponHip fractureImplantFemur fractureOrthopedic surgeryArthroplastyFixation (population genetics)Femoral fractureOsteoporosisInternal medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: To present the clinical and radiological results of treatment of periprosthetic fractures of the femur after hip and knee replacements. SUBJECTS AND METHODS: Thirty-four patients (8 males and 26 females) with 34 fractures of the femur complicating hip and knee replacements are the subjects of this report. In 21 cases, the fracture affected the femur after hip replacement, and in 13 cases after knee replacement. Fractures around the hip replacement were classified according to Vancouver classification, and those around the knee replacement were classified according to Rorabeck. Location of fracture was defined as metaphyseal or diaphyseal. Arbitrary classification of fracture union was used. Fractures were considered to be either united or to have delayed union, after radiology. Conservative treatment and different methods of fixation were used. Clinical correlations between location of fracture and outcome were analyzed. RESULTS: All 21 metaphyseal fractures after hip and knee replacements united. Eight diaphyseal fractures (6 after hip replacement and 2 after knee replacement) united. Five diaphyseal fractures after hip replacement had delayed union, and 4 fractures united after bone graft. In 1 case, fracture did not unite, the treatment was discontinued and the patient was lost to follow-up. CONCLUSION: Our data show that metaphyseal fractures, regardless of type of implant, had better healing potential and did not require additional surgery. Diaphyseal fractures of the femoral shaft around the stem of femoral component of the hip or knee prosthesis required a bone graft and had less favorable outcomes. Women were more frequently affected by periprosthetic femoral 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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.016
GPT teacher head0.302
Teacher spread0.285 · 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 source (direct Gemma or distilled Codex), 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

Citations4
Published2009
Admission routes1
Has abstractyes

Explore more

Same venueMedical Principles and PracticeSame topicOrthopaedic implants and arthroplastyFrench-language works237,207