Mini-public participation procedures with random selection have a long tradition in parliamentary technology assessment and acceptance research. Less documented is their potential in the area of research-based development of technical innovations. This article marks a contribution to that area and discusses the application of planning cells for a citizens’ report for the participatory development of a multisensory screening system that, in the context of a global health crisis, shall contactlessly detect characteristics of respiratory virus infections to protect critical hospital infrastructures. Randomly selected citizens and clinic personnel from the Homburg region in Saarland, Germany, deliberated on the framework conditions for the AI-based data processing and ethical aspects of the so-called VI-screen system. This evaluation demonstrates how the structural anchoring of the method in an early phase of the development process was conducive for the competent researchers to incorporate the knowledge – and discussion-based recommendations of the participants, potentially increasing the social connectivity, diffusion, and responsible application of the VI-screen system in the future. Based on a critical assessment, potential adjustments to the standard participation procedure are derived in order to increase its potential for future use in research-based technology development.
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