Post

New research · Oncology
Journal of general internal medicine · 18h
ReviewJournal of general internal medicine · 2026

Critically Appraising the Wellness Movement: Cost Without Value, A Narrative Review.

Mai-Lan Ho, Eric J Topol, Pranav Rajpurkar
Read paper
OncologyReview

Low-value wellness tests account for over $100 billion in annual US downstream costs.

Critically Appraising the Wellness Movement: Cost Without Value, A Narrative Review.

Mai-Lan Ho et al. · Journal of general internal medicine · 2026
Background

Unrestrained enthusiasm for "wellness" testing has spawned a marketplace of direct-to-consumer genomics, broad laboratory panels, wearable sensors, and whole-body imaging that outpaces supporting evidence.

$100 billion
Results
extra US health spending each year on follow-up care triggered by unproven wellness tests
More results

We synthesize data across omics, sensors, imaging, and lifestyle medicine to propose a three-tier precision health framework that leverages AI population assessment with high-value testing based on pre-test probability: Tier 1 high-sensitivity screens, Tier 2 targeted confirmation, and Tier 3 precision interventions.

“
Conclusion

Adopting this model could markedly reduce unnecessary medical exams and redirect resources toward proven preventive measures.

Read paper
0 comments

No comments yet. Be the first.

Related papers

LatestFoundational
AI / Informatics
1.16%
Safety Agent gating reduced incorrect patient inclusion to 1.16% for non-small cell lung cancer trials.
Randomized Trial
HR 0·45
switching to camizestrant significantly lowered the chance of cancer worsening or death
Randomized Trial
HR 0·38
the drug combination significantly reduced the chance of cancer progression or death
Observational
16.3%
breast cancer was the largest percentage of all recorded cancer cases
AI / Informatics
32
studies exploring machine learning to predict cancer outcomes
Cohort Study
adjusted odds ratio 2.45
emergency surgery means over twice the risk of cancer cells left behind
Cohort Study
OR=3.48
immediate reconstruction is associated with higher odds of short-term complications
AI / Informatics
AUC = 0.939
This shows the model's excellent ability to predict ovarian cancer treatment response