Healthy Mistrust: Medical Black Box Algorithms, Epistemic Authority, and Preemptionism

Cambridge Quarterly of Healthcare Ethics 33 (3):370-379 (2024)
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Abstract

In the ethics of algorithms, a specifically epistemological analysis is rarely undertaken in order to gain a critique (or a defense) of the handling of or trust in medical black box algorithms (BBAs). This article aims to begin to fill this research gap. Specifically, the thesis is examined according to which such algorithms are regarded as epistemic authorities (EAs) and that the results of a medical algorithm must completely replace other convictions that patients have (preemptionism). If this were true, it would be a reason to distrust medical BBAs. First, the author describes what EAs are and why BBAs can be considered EAs. Then, preemptionism will be outlined and criticized as an answer to the question of how to deal with an EA. The discussion leads to some requirements for dealing with a BBA as an EA.

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References found in this work

Epistemic Authority.Christoph Jäger - 2025 - In Jennifer Lackey & Aidan McGlynn, The Oxford Handbook of Social Epistemology. New York, NY, United States of America: Oxford University Press.
Experts: Which ones should you trust?Alvin I. Goldman - 2001 - Philosophy and Phenomenological Research 63 (1):85-110.

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