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. Risk-management system. – This system focuses on identifying and mitigating risks in healthcare but does not provide discharge timing information.
B. Electronic documentation. – While it contains patient information, it does not directly provide an overview of discharge timing unless explicitly documented by staff.
C. Financial system. – This system manages billing and financial data but does not track or provide information on patient discharge timelines.
D. Admission/discharge/transfer system. – This system manages patient flow, including admissions, discharges, and transfers, and would provide the most accurate and up-to-date information regarding the anticipated discharge time for a patient.
Correct Answer is A
Explanation
A. Enabling the narration tool and making the device features more accessible by providing remote technical support. – This option would directly assist the patient in navigating the platform more easily by providing auditory guidance and technical help, making the portal more user-friendly.
B. Enhancing the readability of text. – This is beneficial, but if the patient has difficulties navigating the platform, it may not be sufficient to address their overall usability concerns.
C. Consider changing platforms or supporting the patient's preference to use phone calls. – While this respects the patient's preference, it does not address the potential to improve their experience with the existing portal.
D. Turning on notifications for recurring appointments or enabling a default time-based notification requesting an appointment. – This would improve reminders but does not assist the patient with navigating or using the portal.