Results of Kidney Transplantation from Donors Following Euthanasia in the Netherlands: Benchmarking Science and Ethical Challenge
Bibliographic record
Abstract
The publication of outcome data and process metrics by countries is helpful because it allows other countries who do similar, or wish to do, to have a benchmark to compare against. The finding by Susanna et al that delayed graft function was less in their DCD-V cohort than their DCD-III seems at face value, physiologically self-evident. DCD-III patients typically have had a devastating brain injury and a prolonged ICU stay before donation occurs. While the reasons for euthanasia in the DCD-V cohort were not provided in the paper, they are typically related to either neurodegenerative or psychiatric disorder in the Netherlands. Another expectation might be that warm ischemia time would be longer in DCD-III. This however was not the case and no difference was seen.The comparable longitudinal eGFR and graft function over 10 years compared to both DCD-III and DBD is very reassuring and certainly gives credence to the authors' claim that -medically at least -DCD-V kidneys are a safe extension of the donor pool.Just because you can doesn't mean you should. For many countries in the world, even those with long established deceased donation programs, DCD-V is a step too far. And yet, there is a growing number of advanced economy countries who have, in the last decade, legalized euthanasia. Once they do, whether intended or not, DCD-V follows soon after. Belgium introduced a euthanasia law in 2002 and performed the world's first DCD-V in 2005. The Netherlands legalized euthanasia in 2001, followed by the first DCD-V in 2012. In Spain medical assistance in dying became legal in June 2021, and by 2022, 4.6% of their DCD cases were DCD-V; which exceeds their long established DCD-II program (2.6%) (2). The State of Victoria, Australia, introduced voluntary assistance in dying in 2019, they had their first DCD-V case in 2023 (3). Other States in Australia have followed. In Canada, medical assistance in dying became legal in 2015, and Quebec carried out its first DCD-V in 2017. By 2022 DCD-V represented 14% of Quebec's total deceased donation activity (4).In the Netherlands, 15% of all DCD donors were DCD-V donors in 2023, which, like Quebec, is a substantial contribution to the donor pool. However, that does not mean that in all hospitals in the Netherlands DCD-V is facilitated. A small number of hospitals remain against euthanasia, for example due to religious beliefs. Also, not all general practitioners are willing to grant their patient's request for euthanasia. These patients have the option to apply to the 'Expertise Centre Euthanasia', where independent doctors assess whether euthanasia can be granted, and if so, they are involved in carrying out this request (sometimes including organ donation). Another issue, that still requires attention, is in cases where the request for euthanasia is based on psychiatric suffering. For these patients it is even harder to find a physician (psychiatrist) willing to facilitate euthanasia and a donor hospital where organ donation can take place. Although DCD-V fulfils the patient's explicit wish and has a promising contribution to the donor pool, it is wrong to assume that the practice is universally supported in the Netherlands, especially for the condition of psychiatric suffering.In the UK euthanasia is illegal, though this does not mean individuals are necessarily prosecuted if they provide assistance to their loved one's death. For those in the UK who strongly wish for assisted dying but with clearer legal safeguards for their family and friends, they often make the journey to Dignitas in Switzerland (5). In the UK the Scottish Parliament (6) and the Channel Island of Jersey (7) are both considering the introduction of medical assistance in dying. If it comes, the example from other nations, is that the donation and transplantation community will need to be ready for patients also making requests for DCD-V.Susanna and co-authors paper may provide us with the benchmarking science, the ethical challenge is harder to resolve.
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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".