Comparison of peritoneal dialysis practice patterns and outcomes between a Canadian and a Chinese centre
Bibliographic record
Abstract
UNLABELLED: Objective. We compared patient characteristics, dialysis practice patterns and outcomes of peritoneal dialysis (PD) patients between one Chinese centre and one Canadian centre to determine whether observed differences in demographics and practices are associated with patient and technique survival. METHODS: This study included all patients who started on PD between 1 January 2000 and 31 December 2004 at the University Health Network, University of Toronto, Canada and Renji Hospital, Shanghai Jiao Tong University School of Medicine, China. They were followed up from the date of PD initiation until death, cessation of PD, transfer to other centres or to the end of the study (31 December 2006). RESULTS: We studied 496 patients, 256 from the Canadian centre and 240 from the Chinese centre. Canadian patients were older and more likely to have diabetes and cardiovascular comorbidities at the initiation of PD, while the Chinese patients had lower residual renal function (RRF). More Canadian patients were treated with APD, whereas all Chinese patients were on CAPD with a lower PD volume. Crude patient survival rates at 1, 2, 3 and 5 years were similar between the two centres: 90%, 79%, 72% and 61% for Canadian and 90%, 79%, 71% and 64% for Chinese patients, respectively. After adjustment for demographic and clinical variables, there is no significant difference in mortality between Chinese patients and Canadian patients. Age, cardiovascular disease, diabetes, RRF and serum albumin were independent predictors of patient survival. The death-censored technique survival rates were significantly lower among the Canadian patients compared to Chinese patients. Chinese patients showed a lower risk of technique failure (HR 0.491, 95% CI 0.269-0.898, P = 0.021) after adjustment for patient characteristics. Chinese centre, BMI, serum albumin and gender were independent predictors of technique survival. The average peritonitis rate was one episode every 36.1 patient-months in Canadian patients and one episode every 60.6 patient-months in their Chinese counterparts. CONCLUSION: Patient characteristics, dialysis practice patterns and outcomes vary between Canadian and Chinese patients. The variability in patient outcomes between these two centres indicates that further improvements may be possible in both centres. We have identified several areas for improving outcomes.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".