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  1. Should the use of adaptive machine learning systems in medicine be classified as research?Robert Sparrow, Joshua Hatherley, Justin Oakley & Chris Bain - forthcoming - American Journal of Bioethics.
    A novel advantage of the use of machine learning (ML) systems in medicine is their potential to continue learning from new data after implementation in clinical practice. To date, considerations of the ethical questions raised by the design and use of adaptive machine learning systems in medicine have, for the most part, been confined to discussion of the so-called “update problem,” which concerns how regulators should approach systems whose performance and parameters continue to change even after they have received regulatory (...)
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  • A risk screening tool for ethical appraisal of evidence-generating initiatives.Nancy K. Ondrusek, Donald J. Willison, Vinita Haroun, Jennifer A. H. Bell & Catherine C. Bornbaum - 2015 - BMC Medical Ethics 16 (1):1-8.
    BackgroundThe boundaries between health-related research and practice have become blurred as initiatives traditionally considered to be practice increasingly use the same methodology as research. Further, the application of different ethical requirements based on this distinction raises concerns because many initiatives commonly labelled as “non-research” are associated with risks to patients, participants, and other stakeholders, yet may not be subject to any ethical oversight. Accordingly, we sought to develop a tool to facilitate the systematic identification of risks to human participants and (...)
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  • Think Pragmatically: Investigators’ Obligations to Patient-Subjects When Research is Embedded in Care.Stephanie R. Morain & Emily A. Largent - 2022 - American Journal of Bioethics 23 (8):10-21.
    Growing interest in embedded research approaches—where research is incorporated into clinical care—has spurred numerous studies to generate knowledge relevant to the real-world needs of patients and other stakeholders. However, it also has presented ethical challenges. An emerging challenge is how to understand the nature and extent of investigators’ obligations to patient-subjects. Prior scholarship on investigator duties has generally been grounded upon the premise that research and clinical care are distinct activities, bearing distinct duties. Yet this premise—and its corresponding implications—are challenged (...)
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  • What's Trust Got to Do With It? Trust and the Importance of the Research–Care Distinction.Emily A. Largent - 2015 - American Journal of Bioethics 15 (9):22-24.
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  • Ethical issues in pragmatic randomized controlled trials: a review of the recent literature identifies gaps in ethical argumentation. [REVIEW]Cory E. Goldstein, Charles Weijer, Jamie C. Brehaut, Dean A. Fergusson, Jeremy M. Grimshaw, Austin R. Horn & Monica Taljaard - 2018 - BMC Medical Ethics 19 (1):1-10.
    Background Pragmatic randomized controlled trials are designed to evaluate the effectiveness of interventions in real-world clinical conditions. However, these studies raise ethical issues for researchers and regulators. Our objective is to identify a list of key ethical issues in pragmatic RCTs and highlight gaps in the ethics literature. Methods We conducted a scoping review of articles addressing ethical aspects of pragmatic RCTs. After applying the search strategy and eligibility criteria, 36 articles were included and reviewed using content analysis. Results Our (...)
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  • Ethical issues in pragmatic randomized controlled trials: a review of the recent literature identifies gaps in ethical argumentation. [REVIEW]Cory E. Goldstein, Charles Weijer, Jamie C. Brehaut, Dean A. Fergusson, Jeremy M. Grimshaw, Austin R. Horn & Monica Taljaard - 2018 - BMC Medical Ethics 19 (1):14.
    Pragmatic randomized controlled trials are designed to evaluate the effectiveness of interventions in real-world clinical conditions. However, these studies raise ethical issues for researchers and regulators. Our objective is to identify a list of key ethical issues in pragmatic RCTs and highlight gaps in the ethics literature. We conducted a scoping review of articles addressing ethical aspects of pragmatic RCTs. After applying the search strategy and eligibility criteria, 36 articles were included and reviewed using content analysis. Our review identified four (...)
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  • An Epistemic Argument for Research-Practice Integration in Medicine.Robyn Bluhm & Kirstin Borgerson - 2018 - Journal of Medicine and Philosophy 43 (4):469-484.
    Arguments in favor of greater research-practice integration in medicine have tended to be ethical, political, or pragmatic. There are good epistemic reasons to pursue greater integration, and it is important to think through these reasons in order to avoid inadvertently designing new systems in ways that replicate the epistemic elitism common within current systems. Meaningful transformation within health care is possible with close attention to all reasons in favor of greater research-practice integration, including epistemic reasons.
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