Data commons are more than data sharing arrangements. They bring up issues relating to the kind of communities they uphold, their relationships with third parties (such as other commons), data capitalism, and various dimensions of sustainability.
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Maanen et al. (2024) studied this question.
Synapse has enriched 4 closely related papers on similar clinical questions. Consider them for comparative context: