Survival among nocturnal home haemodialysis patients compared to kidney transplant recipients
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND: Kidney transplantation is the gold standard renal replacement therapy. Nocturnal haemodialysis (NHD) is an intensive dialysis modality (6-8 h/session, 3-7 sessions/week) associated with a significant improvement of clinical and biochemical parameters compared to conventional dialysis. To date, no studies have compared survival in patients treated with NHD and kidney transplantation. METHODS: Using data from two regional NHD programmes and the USRDS from 1994 to 2006, we performed a matched cohort study comparing survival between NHD and deceased and living donor kidney transplantation (DTX and LTX) by randomly matching NHD patients to transplant recipients in a 1:3:3 ratio. The independent association of treatment modality with survival was determined using Cox multivariate regression. RESULTS: The total study population consisted of 177 NHD patients matched to 1062 DTX and LTX recipients (total 1239 patients) followed for a maximum of 12.4 years. During the follow-up period, the proportion of deaths among NHD, DTX and LTX patients was 14.7%, 14.3% and 8.5%, respectively (P = 0.006). We found no difference in the adjusted survival between NHD and DTX (HR 0.87, 95% CI 0.50-1.51; NHD reference group), while LTX survival was better (HR 0.51, 95% CI 0.28-0.91). CONCLUSIONS: These results indicate that NHD and DTX survival is comparable, and suggest that this intensive dialysis modality may be a bridge to transplantation or even a suitable alternative in the absence of LTX in the current era of growing transplant waiting lists and organ shortage.
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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 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| 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 it