1 paper1 finding
Prevalent frailty
mixedin humans1
pro-B-type natriuretic peptide predicts prevalent frailty in humans.
“The shapley additive explanations (SHAP) identified pro-BNP as the most influential predictor and revealed nonlinear associations and clinically relevant thresholds.”
HumansMaintenance hemodialysis patients; SHAP interpretation of the identification model
Model identifies frailty in people on regular kidney dialysis
Annals of medicine11 Oct 2026
Primary care enrolled 444 (81%) participants and digital advertising 68 (12%), compared with 5 (1%) through community outreach events.Primary care enrolled 444 (81%) participants and digital advertising 68 (12%), compared with 5 (1%) through community outreach events.
The best model scored 0.917 on a measure of how well it separated patients with and without frailty, in 124 patients from another city.The best model scored 0.917 on a measure of how well it separated patients with and without frailty, in 124 patients from another city.
Each additional year of obesity was associated with 0.41% higher levels of a heart injury marker at age 62.Each additional year of obesity was associated with 0.41% higher levels of a heart injury marker at age 62.