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. 2025 Jan 24;111(3):2348–2357. doi: 10.1097/JS9.0000000000002237

Table 3.

Results of the threshold and saturation effect analysis of relative fat mass (RFM) and gallstones

Outcome Gallstone
Model 1
 Linear effect 1.09(1.08,1.10) < 0.0001
Model 2
 breaking point (K) 21.63
 <K-segment effect 1 1.49(0.80,2.77) 0.2072
 >K-segment effect 2 1.09(1.07, 1.10) < 0.0001
 Difference between 2 and 1 effects 0.73(0.39,1.36) 0.3207
LLR 0.190

Models 1 and 2 are evaluations of linear and nonlinear relationships, respectively. It is usually assumed that when the likelihood ratio (LLR) is less than 0.05, there is a nonlinear association between the independent and dependent variables.