The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
Seven Questions for Personalized Medicine
Abstract
Personalized or precision medicine maintains that medical care and public health will be radically transformed by prevention and treatment programs more closely targeted to the individual patient. These interventions will be developed by sequencing more genomes, creating bigger biobanks, and linking biological information to health data in electronic medical records (EMRs) or obtained by monitoring technologies. Yet the assumptions underpinning personalized medicine have largely escaped questioning. In this Viewpoint, we seek to stimulate a more balanced debate by posing 7 questions for the advocates of personalized medicine.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Clinical Use of Ibuprofen Is Associated with Slower FEV 1 Decline in Children with Cystic Fibrosis
Konstan, M. W., Schluchter, M. D., Xue, W., & Davis, P. B. (2007) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.200702-181oc · Cited by 178
Personalized Genetic Risk Counseling to Motivate Diabetes Prevention
Grant, R. W., OʼBrien, K., Waxler, J. L., Vassy, J. L., Delahanty, L. M., Bissett, L., Green, R. C., Stember, K. G., Guiducci, C., Park, E. R., et al. (2012) · Diabetes Care · doi:10.2337/dc12-0884 · Cited by 152
Genotype-Guided vs Clinical Dosing of Warfarin and Its Analogues
Stergiopoulos, K., & Brown, D. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.2368 · Cited by 125
Aligning incentives to fulfil the promise of personalised medicine
Dzau, V. J., Ginsburg, G. S., Nuys, K. V., Agus, D. B., & Goldman, D. P. (2015) · The Lancet · doi:10.1016/s0140-6736(15)60722-x · Cited by 82
CYP2D6 Genotype and Tamoxifen Response for Breast Cancer: A Systematic Review and Meta-Analysis
Lum, D. W. K., Perel, P., Hingorani, A. D., & Holmes, M. V. (2013) · PLoS ONE · doi:10.1371/journal.pone.0076648 · Cited by 50
Cited by
The “All of Us” Research Program
The All of Us Research Program Investigators (2019) · New England Journal of Medicine · doi:10.1056/nejmsr1809937 · Cited by 2,440
Patient-Derived Organoids Predict Chemoradiation Responses of Locally Advanced Rectal Cancer
Yao, Y., Xu, X., Yang, L., Zhu, J., Wan, J., Shen, L., Xia, F., Fu, G., Deng, Y., Pan, M., et al. (2020) · Cell Stem Cell · doi:10.1016/j.stem.2019.10.010 · Cited by 755
OM Forum—Healthcare Operations Management: A Snapshot of Emerging Research
Dai, T., & Tayur, S. (2020) · Manufacturing & Service Operations Management · doi:10.1287/msom.2019.0778 · Cited by 147
von Thiele Schwarz, U., Aarons, G. A., & Hasson, H. (2019) · BMC Health Services Research · doi:10.1186/s12913-019-4668-y · Cited by 134
Goldfeder, R. L., Wall, D. P., Khoury, M. J., Ioannidis, J. P. A., & Ashley, E. A. (2017) · American Journal of Epidemiology · doi:10.1093/aje/kww224 · Cited by 75
Metadata
- Authors
- Joyner, M. J., & Paneth, N.
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 2015-09-08
- Volume
- 314
- Issue
- 10
- Pages
- 999
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- OpenAlex
- W1518730520
- Cited by
- 252
- References
- 5
- FWCI
- 41.41
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Seven Questions for Personalized Medicine. https://app.cochat.ai/papers/10.1001/jama.2015.7725
- The paper
- Joyner, M. J., & Paneth, N. (2015). Seven Questions for Personalized Medicine. JAMA. https://doi.org/10.1001/jama.2015.7725
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.