How can nurses contribute to machine learning through the assistance of obtaining knowledge and skills to better support patients?
By evaluating technology and filling data gaps
By simply accessing and using information
By studying statistics to understand the algorithms
By gathering patient data
The Correct Answer is A
A. By evaluating technology and filling data gaps. – Nurses can contribute by identifying gaps in data that machine learning models need to improve accuracy, and by assessing technology to ensure it meets clinical needs and complements patient care.
B. By simply accessing and using information. – Access alone does not contribute significantly to machine learning; active data input and gap identification are more effective.
C. By studying statistics to understand the algorithms. – Studying algorithms helps understand machine learning but does not directly contribute to its function or data generation.
D. By gathering patient data. – While gathering data is helpful, without evaluating technology and addressing data gaps, it doesn’t fully contribute to machine learning model improvement.
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Correct Answer is D
Explanation
A. The clinical decision support system – This system provides decision-making assistance, not a place for ordering or storing lab test results.
B. The electronic documentation section – This is for recording general documentation and notes, not for ordering lab tests.
C. The physiological monitoring system – This system monitors and displays real-time patient vital signs, not lab orders or results.
D. The laboratory information system – The lab information system is the appropriate location to request and manage laboratory tests such as the TB blood test.
Correct Answer is A
Explanation
A. The clinic should require all employees to change their passwords frequently. –Regular password changes are essential to maintaining security and preventing unauthorized access, especially in healthcare where sensitive data is at risk.
B. The clinic should provide employees with privacy screens since their passwords never change. – Privacy screens are useful for data protection but do not address the issue of static passwords, which remain a security vulnerability.
C. The clinic should require all employees to run an anti-virus scan before accessing the records system. – Anti-virus scans help protect against malware, but they do not address password security.
D. The clinic should require automated sign-offs to occur after a short period of inactivity. – Automated sign-offs help with security but are unrelated to the problem of passwords that are not periodically changed.