What are the benefits, risks, and limitations of AI-assisted translation for surgical procedures?

Zoom into a single concordance modality — AI-assisted / machine translation (machine translation of written materials, translation apps and devices, multilingual chatbots, LLM-based tools) — as it bears on surgical and perioperative care. What are its benefits (access, timeliness, cost, engagement, outcomes), its risks (meaning-changing errors, patient safety, over-reliance), and its limitations (language coverage, need for validation, comprehension ceilings)? Non-surgical AI-translation evidence is included as a baseline for calibration.

Broader question #

This question is a sub-question of broader questions (→ QUE—informs→QUE edges by sync_relations.py).

• Q-0007QuestionQ-0007Initial AI draftHow does language concordance or discordance affect health outcomes in surgical and perioperative care?Across surgical and perioperative care, how does patient–clinician language concordance (or discordance / LEP) affect health and care outcomes — length of stay, cost, complications, readmission, disposition, pain and ana…
• Q-0010QuestionQ-0010Initial AI draftWhat best practices exist for AI-assisted translation in surgery?Given the benefits, risks, and limitations of AI-assisted / machine translation in surgical and perioperative care (see the informing question below), what best practices does the current evidence support — when AI trans…