Fig. 3: Mapping the influence of thematic dimensions on principle formulation based on a consensus survey of 11 experts. | npj Precision Oncology

Fig. 3: Mapping the influence of thematic dimensions on principle formulation based on a consensus survey of 11 experts.

From: Collaborative framework on responsible AI in LLM-driven CDSS for precision oncology leveraging real-world patient data

Fig. 3

Evaluation of the ten user-oriented principles for applying LLMs in precision oncology based on their relevance across five thematic dimensions. Participating experts were asked to assess the contribution of each dimension to the respective principle: adherence to medical standards, technological benefits and risks, regulatory framework, ethical considerations, and scientific and clinical benefit, based on their professional experience. The mapping took place after the formulation of the principles was completed, to check for consensus on the relevance of the principle across thematic dimensions. For the mapping, the collection of aspects of each principle was rated dimension-wise for relevant overlap between principle and dimension by using a 5-point Likert scale.

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