Sam Srisatta, a 20-year-old Florida college student, spent a month living inside a government hospital here last fall, playing video games and allowing scientists to document every morsel of food that went into his mouth.

The study relies on 24/7 measurements of patients to investigate whether ultra-processed foods cause people to eat more calories and gain weight, potentially leading to obesity and other well-documented health problems.