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.
Free Nursing Test Bank
- Free Pharmacology Quiz 1
- Free Medical-Surgical Quiz 2
- Free Fundamentals Quiz 3
- Free Maternal-Newborn Quiz 4
- Free Anatomy and Physiology Quiz 5
- Free Obstetrics and Pediatrics Quiz 6
- Free Fluid and Electrolytes Quiz 7
- Free Community Health Quiz 8
- Free Promoting Health across the Lifespan Quiz 9
- Free Multidimensional Care Quiz 10
View Related questions
Correct Answer is D
Explanation
A. Have someone from the information technology (IT) department present information to support the patient's learning. – This could be beneficial, but IT staff may not be present during every patient visit.
B. It is not advisable to show a patient how to use the portal during an appointment. – Incorrect: This is a missed opportunity, as educating patients during appointments can be beneficial.
C. Patient portal training is outside the scope of the medical professional. – This is incorrect; educating patients on using health resources is part of many healthcare professionals' roles.
D. Showcase the portal while attending to the patient during their visit. – Correct Answer: This allows for real-time demonstration, making it more likely that patients will understand and engage with the portal effectively while their needs are being addressed.
Correct Answer is B
Explanation
A. Require a two-factor authentication method when accessing protected health records. – While two-factor authentication improves security, it doesn’t prevent unauthorized browsing of patient records.
B. Require the healthcare provider to document a reason for access prior to granting them entry to a patient's records. – Requiring a documented reason for access would help track and control patient data access, reducing unnecessary or unauthorized views.
C. Implement timed computer screen locks. – Timed locks secure unattended screens but don’t address unauthorized access when logged in.
D. Block Oliver from accessing the electronic health record system. – Blocking Oliver entirely is too restrictive, as he may need access for work-related tasks. Documenting a reason for access is a more balanced approach.