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 B
Explanation
A. Artificial intelligence – AI can analyze data but does not resolve issues related to the storage, transfer, and protection of patient records.
B. An electronic health record – An electronic health record (EHR) system centralizes patient data, making it accessible across different departments or locations and less prone to physical damage or loss.
C. Evidence-based practice (EBP) – EBP provides a framework for clinical decisions but does not offer a solution for data storage and accessibility.
D. Robotics – Robotics might assist with certain physical tasks, but they do not offer a method for electronic data management and accessibility.
Correct Answer is C
Explanation
A. Referring the patient to their primary care physician. – This may be helpful, but it could delay the patient’s ability to make informed decisions about their medication purchase.
B. Communicating with the pharmacy and the patient's primary care physician to acquire the necessary documents. – This could be time-consuming and may not be necessary for over-the-counter medication.
C. Referring the patient to the associated pharmacy agent. – Pharmacy agents are knowledgeable about medications, including over-the-counter options, and can provide immediate guidance on contraindications.
D. Communicating via the patient portal while utilizing the presented allergy data available to assist the patient through the same portal. – While the patient portal can be helpful, it may not provide real-time assistance compared to direct communication with pharmacy staff.