Advanced search
Publication Cover
The American Journal of Bioethics Volume 24, 2024 - Issue 7
Submit an article Journal homepage
18
Views
0
CrossRef citations to date
0
Altmetric
Open Peer Commentaries

Personalized Patient Preference Predictors Are Neither Technically Feasible nor Ethically Desirable

Nathaniel SharadinUniversity of Hong KongCorrespondence[email protected]
View further author information
Pages 62-65 | Published online: 24 Jun 2024

REFERENCES

  • Earp, B. D., S. Porsdam Mann, J. Allen, S. Salloch, V. Suren, K. Jongsma, M. Braun, D. Wilkinson, W. Sinnott-Armstrong, A. Rid, et al. 2024. A personalized patient preference predictor for substituted judgments in healthcare: Technically feasible and ethically desirable. The American Journal of Bioethics 24 (7):13–26. doi: 10.1080/15265161.2023.2296402.
  • Harding, J., and N. Sharadin. 2024. What is it for a machine learning system to have a capability?
  • John, S. 2014. Patient preference predictors, apt categorization, and respect for autonomy. Journal of Medicine and Philosophy 39 (2):169–77. doi: 10.1093/jmp/jhu008.
  • Liang, P., R. Bommasani, T. Lee, D. Tsipras, D. Soylu, M. Yasunaga, Y. Zhang, et al. 2022. Holistic evaluation of language models. arXiv Preprint arXiv:2211.09110.
  • Perdomo, J., T. Zrnic, C. Mendler-Dünner, and M. Hardt. 2020. Performative prediction. Proceedings of the 37th International Conference on Machine Learning, 7599–7609. PMLR. https://proceedings.mlr.press/v119/perdomo20a.html.
  • Perez, E., S. Ringer, K. Lukošiūtė, K. Nguyen, E. Chen, S. Heiner, C. Pettit, et al. 2022. Discovering language model behaviors with model-written evaluations. arXiv. doi: 10.48550/arXiv.2212.09251.
  • Ribeiro, M. H., R. Ottoni, R. West, V. A. F. Almeida, and W. Meira. 2020. Auditing radicalization pathways on YouTube. Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, 131–41. FAT* ‘20. New York, NY, USA: Association for Computing Machinery. doi: 10.1145/3351095.3372879.
  • Sharadin, N. 2019. Should aggregate patient preference data be used to make decisions on behalf of unrepresented patients? AMA Journal of Ethics 21 (7):566–74.
  • Sharadin, N. 2024. Predicting and preferring. Inquiry: An Interdisciplinary Journal of Philosophy. https://philarchive.org/rec/SHAPAP-28.
  • Sharadin, N. P. 2018. Patient preference predictors and the problem of naked statistical evidence. Journal of Medical Ethics 44 (12):857–62. doi: 10.1136/medethics-2017-104509.
  • Stiennon, N., L. Ouyang, J. Wu, D. Ziegler, R. Lowe, C. Voss, A. Radford, D. Amodei, and P. F. Christiano. 2020. Learning to summarize with human feedback. Advances in Neural Information Processing Systems 33:3008–21. https://proceedings.neurips.cc/paper_files/paper/2020/hash/1f89885d556929e98d3ef9b86448f951-Abstract.html.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.