A multinational study of 844,108 adults found that combining BMI with waist measurements improved obesity classification and identified mortality risks that BMI alone could miss. Clinical obesity was associated with a 69% higher all-cause mortality hazard, compared with 19% for preclinical obesity, while most participants with preclinical obesity were not estimated to progress to clinical obesity during long-term follow-up.