Điền từ: AI in Rare-Disease Diagnosis Read the following passage and mark the letter A, B, C or D on your answer sheet to indicate the option that bes…
Câu 1: More broadly, this has created demand for systems to retrieve knowledge, and justify their suggestions transparently. Câu 2: because interpretability is increasingly treated as a clinical requirement rather than a technical luxury. Câu 3: For that reason, some researchers argue that explainable AI could widen access to specialist-level reasoning in hospitals with limited expertise. Câu 4: To be genuinely useful in clinical settings. Câu 5: but to strengthen expert judgment while leaving final responsibility with human clinicians.
Chi tiết câu hỏi
Điền từ: AI in Rare-Disease Diagnosis
Read the following passage and mark the letter A, B, C or D on your answer sheet to indicate the option that best fits each of the numbered blanks from 11 to 15.
One of the most promising recent applications of artificial intelligence in medicine is rare-disease diagnosis. This field has long challenged clinicians because symptoms are often diverse, inconsistent, multisystem, and easily mistaken for more common disorders. In addition, the relevant knowledge base changes quickly as new genetic conditions continue to be identified. (11) ______. In 2026,Nature reported DeepRare, an agentic system that combines clinical descriptions, genetic evidence, specialised tools, and literature retrieval to generate ranked differential diagnoses with traceable reasoning. Rather than producing a single obscure answer, the system links each hypothesis to verifiable medical evidence, (12) ______.
This feature matters in practice because clinicians are unlikely to trust recommendations they cannot inspect, challenge, or justify. (13) ______. Used carefully within specialist workflows, such tools may help hospitals shorten diagnostic delay and support patients who currently face long, uncertain journeys. Even so, recent reviews of AI agents in healthcare stress that progress will depend on more than technical accuracy alone. (14) ______, these systems must be evaluated for safety, governance, and real-world reliability before they are widely deployed. In the long term, the aim is not to replace clinical judgment, (15) ______.
Select the best option for blank (11):
As a result, all genetic disorders can now be identified with complete accuracy
On the other hand, laboratory medicine is no longer considered an important part of the diagnostic process
More broadly, this has created demand for systems to retrieve knowledge, and justify their suggestions transparently
In contrast, most hospitals have now stopped relying on clinical databases when dealing with more complex medical cases
Lời giải
Bối cảnh kiến thức thay đổi nhanh tạo ra nhu cầu (demand) về các hệ thống truy xuất và giải thích minh bạch.
Select the best option for blank (12):
while some patients are still not familiar with using digital tools
unless the software is used only for administrative purposes
although many hospitals are now cutting down on the amount of money they spend on laboratory services
because interpretability is increasingly treated as a clinical requirement rather than a technical luxury
Lời giải
Hệ thống cần dẫn chứng xác thực vì tính giải thích được (interpretability) hiện là yêu cầu bắt buộc trong lâm sàng.
Select the best option for blank (13):
For that reason, patients with rare diseases should stay away from genetic testing whenever it can be avoided
For that reason, automated results should take the place of all consultation with medical specialists
For that reason, some researchers argue that explainable AI could widen access to specialist-level reasoning in hospitals with limited expertise
For that reason, diagnostic interviews are gradually becoming less necessary in today’s hospitals
Lời giải
Vì AI có thể giải thích nên nó giúp mở rộng khả năng tiếp cận các lập luận trình độ chuyên gia cho các bệnh viện thiếu kinh nghiệm.
Select the best option for blank (14):
Being genuinely useful in clinical settings
To be genuinely useful in clinical settings
Because they are genuinely useful in clinical settings
Due to the genuine usefulness in clinical settings
Lời giải
Sử dụng cấu trúc "To be..." để chỉ mục đích: Để thực sự hữu ích, hệ thống cần được đánh giá về an toàn.
Select the best option for blank (15):
that hospitals ought to spend more money on additional digital equipment
because medical evidence is often limited or not fully complete
eliminating the need for doctors completely in the process
but to strengthen expert judgment while leaving final responsibility with human clinicians
Lời giải
Cấu trúc "not to replace... but to strengthen..." (không phải thay thế mà là củng cố phán đoán của chuyên gia).
