Randomised controlled trial protocol for the PROTECT-CS Study: PROTein to Enhance outComes of (pre)frail paTients undergoing Cardiac Surgery
Bibliographic record
Abstract
INTRODUCTION: In the past 20 years, the increasing burden of heart disease in an ageing population has resulted in cardiac surgery (CS) being offered to more frail and older patients with multiple comorbidities. Frailty and malnutrition are key geriatric syndromes that impact postoperative outcomes, including morbidity, mortality and prolonged hospital length of stay. Enhanced recovery protocols (ERPs), such as prehabilitation, have been associated with a reduction in complications after CS in vulnerable patients. The use of nutritional ERPs may enhance short-term and long-term recovery and mitigate frailty progression while improving patient-reported outcomes. METHODS AND ANALYSIS: This trial is a two-centre, double-blinded, placebo, randomised controlled trial with blinded endpoint assessment and intention-to-treat analysis. One-hundred and fifty CS patients will be randomised to receive either a leucine-rich protein supplement or a placebo with no supplemented protein. Patients will consume their assigned supplement two times per day for approximately 2 weeks pre-procedure, during in-hospital postoperative recovery and for 8 weeks following discharge. The primary outcome will be the Short Physical Performance Battery score. Data collection will occur at four time points including baseline, in-hospital (pre-discharge), 2-month and 6-month time points post-surgery. ETHICS AND DISSEMINATION: The University of Manitoba Biomedical Research Ethics Board (20 March 2018) and the St Boniface Hospital Research Review Committee (28 June 2019) approved the trial protocol for the primary site in Winnipeg, Manitoba, Canada. The second site's (Montreal, Quebec) ethics has been submitted and pending approval from the Research Ethics and New Technology Development Committee for the Montreal Heart Institute (December 2020). Recruitment for the primary site started February 2020 and the second site will begin January 2021. Data gathered from the PROTein to Enhance outComes of (pre)frail paTients undergoing Cardiac Surgery Study will be published in peer-reviewed journals and presented at national and international conferences. Knowledge translation strategies will be created to share findings with stakeholders who are positioned to implement evidence-informed change. POTENTIAL STUDY IMPACT: Malnutrition and frailty play a crucial role in post-CS recovery. Nutritional ERPs are increasingly being recognised as a clinically relevant aspect of perioperative care. As such, this trial is to determine if leucine-rich protein supplementation at key intervals can mitigate frailty progression and facilitate enhanced postoperative recovery. TRIAL REGISTRATION NUMBER: ClinicalTrials.gov Registry (NCT04038294).
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.022 | 0.036 |
| Meta-epidemiology (narrow) | 0.008 | 0.002 |
| Meta-epidemiology (broad) | 0.016 | 0.005 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.011 | 0.009 |
| Insufficient payload (model declined to judge) | 0.084 | 0.012 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".