Conveying Imagistic Thinking in Traditional Chinese Medicine Translation: a Prompt Engineering And LLM-Based Evaluation

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Abstract:Traditional Chinese Medicine (TCM) idea is built on imagistic considering, by which medical principles and diagnostic and therapeutic logic are structured by metaphor and metonymy.

Abstract:Traditional Chinese Medicine (TCM) idea is constructed on imagistic thinking, in which medical rules and diagnostic and therapeutic logic are structured via metaphor and metonymy. However, current English translations largely rely on literal rendering, making it difficult for target-language readers to reconstruct the underlying conceptual networks and apply them in clinical practice. This examine adopted a human-in-the-loop (HITL) framework and chosen four passages from the medical canon Huangdi Neijing which might be elementary in theory. Through prompt-based mostly cognitive scaffolding, DeepSeek V3.1 was guided to determine metaphor and metonymy in the supply text and convey the speculation in translation. Within the analysis stage, ChatGPT 5 Pro and Gemini 2.5 Pro were instructed by prompts to simulate three sorts of real-world readers. Human translations, baseline model translations, and prompt-adjusted translations were scored by the simulated readers throughout five cognitive dimensions, adopted by structured interviews and Interpretative Phenomenological Analysis (IPA). Results present that the immediate-adjusted LLM translations carry out best across all five dimensions, with high cross-mannequin and cross-role consistency. The interview themes reveal differences between human and machine translation, efficient strategies for metaphor and metonymy switch, and readers' cognitive preferences. This examine gives a cognitive, environment friendly, and replicable HITL methodological pathway for the translation of ancient, idea-dense texts similar to TCM.

The mix of those medicinal materials can promote qi circulation and water metabolism, and promote diuresis to relieve stranguria. It can't solely treat lower urinary tract infections, but in addition has obvious results on chronic cystitis. Its method may be very exquisite. It cannot solely clear away damp - heat in the body, but also promote the excretion of urine, serving to patients reduce the trouble of frequent and pressing urination. The basic parts of Zhuling Decoction are Polyporus (peeled), Poria, Alismatis Rhizoma, Asini Corii Colla and Talcum (crushed). It could clear heat and promote diuresis, and likewise nourish yin fluid. It is appropriate for the situation of intermingled water and heat with somewhat yin deficiency, resembling heat stranguria, blood stranguria, hematuria, and naturally, additionally it is efficient for chronic cystitis. For heat stranguria, Gardeniae Fructus and Plantaginis Semen may be added to enhance the results of clearing heat, promoting diuresis and relieving stranguria.

Begley, C. Glenn; Ioannidis, John P. A. (January 2, 2015). "Reproducibility in science: bettering the usual for primary and preclinical analysis". Urbana-Champaign, University of Illinois at. Stodden, Victoria; McNutt, Marcia; Bailey, David H.; Deelman, Ewa; Gil, Yolanda; Hanson, Brooks; Heroux, Michael A.; Ioannidis, John P. A.; Taufer, Michela (December 9, 2016). "Enhancing reproducibility for computational methods". Ioannidis, John P. A.; Greenland, Sander; Hlatky, Mark A.; Khoury, Muin J.; Macleod, Malcolm R.; Moher, David; Schulz, Kenneth F.; Tibshirani, Robert (January 11, 2014). "Increasing value and lowering waste in analysis design, conduct, and evaluation". Munafò, Marcus R.; Nosek, Brian A.; Bishop, Dorothy V. M.; Button, Katherine S.; Chambers, Christopher D.; Percie du Sert, Nathalie; Simonsohn, Uri; Wagenmakers, Eric-Jan; Ware, Jennifer J.; Ioannidis, John P. A. (January 10, 2017). "A manifesto for reproducible science". MacDonald, Fiona (January 11, 2017). "Scientists Have Outlined an 8-Page Plan to fix What's Wrong With Science". Ioannidis, John P. A. (October 21, 2014). "The right way to Make More Published Research True".

It may present proactive outreach to patients at high threat for deterioration. Composition of the groups might differ but usually embrace one crucial care attending physician or fellow, a minimum of one nurse, and a respiratory therapist. The method enchancment component makes use of proof-based analysis of the RRS to find out its effectiveness and to enhance the system through focused interventions. It works closely with the administrative part, clinicians (particularly these on RRTs), and quality enchancment consultants to judge three measures: outcomes measures, process measures, and balancing measures. Rates of hospital-huge mortality and respiratory and cardiac arrest, which are exceedingly rare and should or may not be preventable, are widespread end result measures. Rapid response groups appear to lower the charges of respiratory and cardiac arrest outdoors the intensive care unit. Additionally they seem to lower the chance of dying in hospital. UNSAFE transfers (measures level of care inside 1 hour post-switch). Process measures decide if the RRS is used as intended.



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