Single-centre prospective cohort study investigating the associations and one-year trends of frailty, cognition, disability and quality of life pre- and post-intervention for chronic limb-threatening ischaemia
Bibliographic record
Abstract
Background: Half of people with chronic limb-threatening ischaemia (CLTI) have frailty. This study aimed to describe the associations of frailty with cognition, disability and quality of life (QoL) among CLTI patients over 1 year following surgical or endovascular procedures. Methods: A single-centre prospective cohort study was undertaken. Patients undergoing a procedure for CLTI between May 2019 and May 2021 were eligible (minimum age >65 initially; >50 from November 2019). Participants underwent preoperative assessments for frailty, physical and cognitive function, disability, mood, disease-specific QoL (Vascular QoL questionnaire (VascuQoL)) and generic health-related QoL (EuroQoL EQ-5D-5L). Follow-up was at 3 months (clinic or telephone) and 12 months (telephone). Baseline frailty was assessed using both the Edmonton frail scale (EFS) and the clinical frailty scale (CFS). Frailty during follow-up was re-assessed at 3 and 12 months using the CFS as it can be performed via telephone. Associations of baseline frailty with disability, QoL and mood scores during follow-up were investigated using repeated measures mixed models. Results: Ninety-nine patients completed the baseline assessments. Forty-five (45%) were classified as frail by the EFS. Frailty was associated with a higher prevalence of cognitive impairment based on the Montreal cognitive assessment (52% vs 17%; p<0.001). Eighty-seven patients were eligible for follow-up. Baseline frailty (EFS) was associated with worse QoL scores at all timepoints (VascuQoL p=0.001; EQ-5D-5L p<0.001). Both those with and without frailty at baseline (EFS) had modest improvement in QoL scores at 12 months (VascuQoL p<0.001; EQ-5D-5L p=0.001). Barthel index (disability) scores were lower for those with frailty at baseline (EFS) (p<0.001) and decreased slightly over 12 months for both groups (p=0.007). Five patients (12%) transitioned from frailty to non-frailty at 12 months based on the CFS. However, 10 patients (23%) transitioned from non-frailty to frailty. Conclusions: CLTI patients with frailty have worse QoL and greater disability both pre- and post-intervention. However, they demonstrate similar QoL benefit to those without frailty at 1 year following intervention. Baseline frailty assessment is important to inform prognostic discussions, expectations and shared decision making in CLTI.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".