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Record W2166239357 · doi:10.1002/art.38205

Increased Surgeon Experience With Rheumatoid Arthritis Reduces the Risk of Complications Following Total Joint Arthroplasty

2013· article· en· W2166239357 on OpenAlexafffund
Bheeshma Ravi, Ruth Croxford, Peter C. Austin, Simon Hollands, J. Michael Paterson, Earl R. Bogoch, Hans J. Kreder, Gillian Hawker

Bibliographic record

VenueArthritis & Rheumatology · 2013
Typearticle
Languageen
FieldMedicine
TopicTotal Knee Arthroplasty Outcomes
Canadian institutionsSt. Michael's HospitalInstitute for Clinical Evaluative SciencesWomen's College HospitalUniversity of Toronto
FundersCanadian Institutes of Health Research
KeywordsMedicinePeriprostheticRheumatoid arthritisKnee replacementCohortArthroplastyComplicationHazard ratioOrthopedic surgeryJoint arthroplastySurgeryComorbidityProportional hazards modelJoint replacementConfidence intervalInternal medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: To determine the relationship between surgeon experience with, and complications following, total joint arthroplasty (TJA) in patients with rheumatoid arthritis (RA). METHODS: Using administrative data, we assembled a cohort of patients with RA who had undergone at least 1 elective primary hip or knee replacement procedure between 2002 and 2009. Cox proportional hazards, censored on death and accounting for clustering of patients within surgeons, were used to determine the relationship between overall and "RA-specific" surgeon TJA volume and the occurrence of a composite "complication" outcome (revision, infection, dislocation, or periprosthetic fracture within 2 years of the initial TJA), controlling for potential confounders (patient age, sex, comorbidity, and disease severity). RESULTS: We identified 4,762 patients with RA who were eligible for TJAs (1,515 total hip arthroplasties and 3,247 total knee arthroplasties). Among these patients, 152 (3.2%) experienced a surgical complication within 2 years of the procedure. After controlling for patient and hospital factors, greater surgeon TJA volume in patients with RA (RA TJA), but not overall TJA volume (all TJA), was associated with a reduced risk of complications (for surgeon RA TJA volume per 10 cases, adjusted hazard ratio [HR] 0.81, 95% confidence interval [95% CI] 0.71-0.93, P = 0.002; for surgeon all TJA volume, adjusted HR 0.98, 95% CI 0.97-1.00, P = 0.09). CONCLUSION: In a cohort of patients with RA who underwent hip or knee TJA, increased surgeon experience performing TJA in patients with RA, irrespective of their overall TJA experience and hospital factors, was associated with a decreased risk of surgical complications. These findings have potential implications for surgeon training and the referral practices of rheumatologists.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.031
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.230
Teacher spread0.220 · 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.

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

Citations52
Published2013
Admission routes2
Has abstractyes

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