| 1 |
According to the article, which factor most strongly motivates the increasing use of artificial intelligence in mental health care?
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3. Rapid replacement of clinicians by automated systems |
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AI is a tool that enables more specialized patient care and facilitates faster and more accurate diagnosis.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 2 |
Which application of AI in mental health is primarily described as using passive data from smartphones and wearable devices?
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2. Digital phenotyping |
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It provides actionable insights for targeted and proactive mental health care.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 3 |
What is a major methodological limitation of many AI-based mental health studies identified by the authors?
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2. 2. Lack of advanced machine learning algorithms, homogeneous datasets that limit generalizability |
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This is because AI model training often relies on imbalanced or limited datasets.
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Algorithmic Bias.
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7 |
-.50
-.25
+.25
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| 4 |
Why is data privacy a particularly critical concern in AI-driven mental health applications?
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3. Mental health data are highly sensitive and risk misuse or stigma |
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Moreover it may affect individual's career or result in legal consequences, making the stakes higher than those of health data.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
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| 5 |
According to the article, how should AI systems ideally function within mental health care?
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3. As supportive tools that augment clinical decision-making |
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It helps healthcare professionals make accurate diagnoses and develop appropriate treatment plans for patients.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 6 |
What is the primary source of algorithmic bias in AI mental health tools discussed in the article?
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3. Biased or unrepresentative training data |
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This significantly reduces performance when applied to other populations.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 7 |
Which future direction is most strongly recommended by the authors for advancing AI in mental health?
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2. Increasing transparency and explainability of AI models |
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It alleviates concerns and uncertainties regarding the use of the tool.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 8 |
Why do the authors caution against overinterpreting AI-based mental health predictions as definitive diagnoses?
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4. Diagnostic criteria are identical across cultures |
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Cultural differences may lead to diagnostic errors.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 9 |
How might AI unintentionally widen mental health disparities, according to the article?
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2. By relying on data primarily from high-income populations |
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Social inequity.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 10 |
Which statement best reflects the authors’ overall conclusion regarding AI in mental health?
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3. AI offers significant potential but requires careful, ethical integration |
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AI is not yet capable of analyzing and interpreting complex, in-depth information in the same way humans can.
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Artificial intelligence for mental health.
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 11 |
What is the primary function of mRNA in respiratory virus mRNA vaccines?
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2. To instruct host cells to produce viral antigens |
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To stimulate the immune system to learn and develop targeted responses.
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Respiratory virus mRNA vaccines.
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7 |
-.50
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+.25
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| 12 |
Why is antigen design a critical step in mRNA vaccine development?
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2. It affects the immune system’s ability to recognize and respond to the virus |
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Antigens are key components that the immune system uses for recognition and targeted immune response.
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Respiratory virus mRNA vaccines.
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7 |
-.50
-.25
+.25
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+35%
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| 13 |
Why are lipid nanoparticles essential in mRNA vaccine formulations?
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3. They protect mRNA and facilitate cellular uptake |
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mRNA is inherently unstable upon entering the body, making it susceptible to degradation it reaching target cells.
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Respiratory virus mRNA vaccines.
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7 |
-.50
-.25
+.25
เต็ม
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+35%
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| 14 |
Which immune response is directly activated when host cells express antigens encoded by mRNA vaccines?
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3. Adaptive immunity involving T and B cells |
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7 |
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| 15 |
What is a key objective of clinical studies for respiratory virus mRNA vaccines?
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5. To replace animal studies entirely |
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7 |
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| 16 |
Which challenge related to mRNA vaccines is highlighted in the article?
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2. Instability of mRNA requiring strict storage conditions |
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7 |
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+.25
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| 17 |
Compared with traditional vaccines, what advantage of mRNA vaccines is emphasized?
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3. Rapid design and manufacturing flexibility |
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7 |
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| 18 |
Why is long-term safety monitoring important for mRNA vaccines, according to the article?
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2. Rare adverse effects may only appear over time |
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 19 |
What future challenge in respiratory virus mRNA vaccine development is emphasized by the authors?
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3. Replacing public health vaccination programs |
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7 |
-.50
-.25
+.25
เต็ม
0
-35%
+30%
+35%
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| 20 |
Which statement best summarizes the authors’ perspective on respiratory virus mRNA vaccines?
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3. They represent a transformative platform with ongoing challenges |
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7 |
-.50
-.25
+.25
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0
-35%
+30%
+35%
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