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Record W4416500380 · doi:10.1302/1358-992x.2025.14.024

EVALUATION OF THE EFFECTIVENESS OF THE CANADIAN CARDIOVASCULAR SOCIETY GUIDELINES IN MINIMIZING CARDIAC EVENTS AFTER TOTAL KNEE ARTHROPLASTY

2025· article· en· W4416500380 on OpenAlexaffabout
R. Al Atassi, James L. Howard, Lyndsay Somerville, Steven J. MacDonald

Bibliographic record

VenueOrthopaedic Proceedings · 2025
Typearticle
Languageen
FieldMedicine
TopicCardiac, Anesthesia and Surgical Outcomes
Canadian institutionsLondon Health Sciences CentreWestern University
Fundersnot available
KeywordsTotal knee arthroplastyArthroplastyJoint arthroplastyTroponinOrthopedic surgeryElective surgeryMortality rate

Abstract

fetched live from OpenAlex

The study represents an analysis of the application of the Canadian Cardiovascular Society (CCS) guidelines for routine postoperative troponin testing after elective total knee arthroplasty (TKA) to reduce the mortality rate resulting from myocardial injury. The aim of the CCS recommendations is to decrease the mortality rate due to myocardial injury after noncardiac surgery. In general, according to the CCS, all orthopaedic patients who are more than 45 years of age must have daily troponin testing on postoperative days 0 through 3 during hospitalization. Troponin elevation of more than 30 ng/L is termed “myocardial injury after noncardiac surgery” (MINS). Elective TKA surgery is considered a low-intermediate cardiac risk surgery. Because of uncertainty regarding the validity of the CCS guidelines to detect the possible cardiac complications after elective surgery and the current push towards same-day discharge after lower extremity joint arthroplasty surgery we are conducting this study. Our objectives is to determine the prognostic relevance of applying CCS guidelines to patients undergoing elective TKA and to understand the impact of MINS on patient outcomes such as length of stay (LOS) in the hospital, morbidity, and mortality. A total of 715 patients were included in the study who underwent TKA surgery. The surgery was conducted by any of the seven orthopaedic consultants at University Hospital in London, Ontario during the year 2020. Inclusive criteria included all elective TKA patients over the age of 45 years, while emergency, revision, and bilateral TKA surgeries were excluded. The patients were categorized into four groups based on the CCS guidelines. Group A: patients who met the criteria to undergo screening protocol and had it applied; Group B: patients who met the criteria to undergo screening protocol and did not have it applied; Group C: patients who did not meet the criteria for screening protocol but had it applied; and Group D: patients who did not meet the criteria for screening protocol and did not have it applied. We measured different variables including age, gender, LOS in the hospital, ASA classification, type of anesthesia, and BMI. Several risk factors that might increase the risk to develop a cardiac event were evaluated such as history of cardiovascular disease, cerebrovascular disease, chronic renal disease, insulin dependent diabetes mellitus, RCRI score and smoking history. The outcomes of interest were any major cardiovascular event, cardiac consultation, and alteration in management. Others like additional cardiac investigation or treatment, and readmission or death within 30 days from surgery were also evaluated. The study cohort included 256 (35.8%) males and 459 (64.1%) females with an average age of 66 years. In patients, who undergo screening protocol, only 30 (4.1 %) patients had a troponin rise of >30 ng/L and developed MINS after their surgery and all of them are in group A. For patients who should have the screening protocol applied according to the CCS guidelines and are represented in group A and B, 11 (1.5%) patients out of them developed cardiac complication. Of the patients who were eligible to receive the protocol but did not receive it (Group B - 286 patients), only 2 patients had a 30-day readmission and without any mortality occurred due to cardiac events. On the other hand, only one patient (0.1%) from group C and D had to be readmitted within 30 days after the surgery and was due to pulseless electrical activity and resulted in death. 30 patients in group A and 3 patients in group C received subsequent subspecialty assessment, and only 16 (2.2%) patients from the entire cohort had a medication change as a result of the assessment. There was a mild increase in LOS in patients who received the MINS screening protocol in group A (255 patients) with a mean of 2.75 days compared to 2.24 day in patients who did not receive the aforementioned protocol who are represented in group B. The implementation of the CCS guidelines for routine postoperative troponin testing in elective TKA surgery did not significantly decrease the rate of cardiac events or mortality. The majority of the patients who developed MINS had no significant change in their management and did not develop any serious cardiac events later. Adherence to the CCS guidelines seemed to be associated with increased hospital stay and unnecessary medical expenses. Therefore, following the CCS guidelines without more specific criteria and additional clinical evidence may be unwarranted and should be re-evaluated to avoid unnecessary costs and resource utilization without providing significant clinical benefits.

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)0.008
metaresearch head score (Gemma)0.002
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 score0.011
Threshold uncertainty score0.945

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.001
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 head0.015
GPT teacher head0.270
Teacher spread0.255 · 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".

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Citations0
Published2025
Admission routes2
Has abstractyes

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