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 C
Explanation
A. It placed details of the research on the internet, where it was available to all. – While some research may be shared online, the IDSRN was unique in its operational design rather than information accessibility.
B. It used a new method of networking computers among different researchers. – The IDSRN focused on collaborative partnerships, not on innovating in computer networking.
C. It established partnerships between researchers and the consumers of research. –The IDSRN was unique because it created partnerships between healthcare researchers and healthcare providers, enabling faster, practical application of research findings in real-world settings.
D. It established practice-based research networks. – Although practice-based research networks were employed in other projects, IDSRN specifically partnered researchers with healthcare delivery systems, focusing on integrating research findings into healthcare practice.
Correct Answer is A
Explanation
A. Cochrane Database of Systematic Reviews – The Cochrane Database specializes in systematic reviews and meta-analyses, making it the best source for high-quality evidence on healthcare interventions.
B. PubMed – While PubMed provides access to a broad range of medical research, it doesn’t exclusively focus on systematic reviews and meta-analyses.
C. Google Scholar – Google Scholar is a broad search engine that includes a wide range of academic sources but lacks a specific focus on systematic reviews and meta-analyses.
D. Medline – Medline provides access to a wide range of medical literature but, like PubMed, it is not focused on systematic reviews and meta-analyses.