Fig. 4: LINS can help patients with medical order Explanation. | Nature Communications

Fig. 4: LINS can help patients with medical order Explanation.

From: LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses

Fig. 4

a Illustration of LINS helping patients with medical order interpretation and clinical Q&A. b Evaluation results from five lay users on whether the extraction of medical terms met their expectations. c Assessment by five lay users of the answer provided by LINS-o1-preview and o1-preview in medical term explanation tasks. d Assessment by five lay users of the answer provided by LINS-o1-preview and o1-preview in clinical Q&A tasks. e Credibility evaluation results from five lay users for LINS-o1-preview and o1-preview in both medical term explanation and clinical Q&A tasks. f Evaluation by five clinical physicians of the correctness of medical term interpretation by LINS-o1-preview and o1-preview. g Evaluation by five clinical physicians of the quality of clinical Q&A answers provided by LINS-o1-preview and o1-preview. Statistical significance was assessed using the Kruskal-Wallis test (two-sided). No adjustments were made for multiple comparisons. For physicians, p = 2.93e-40; for lay users, p = 4.01e-19. Source data are provided as a Source Data file.

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