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. 2023 Apr 12;18(4):e0282622. doi: 10.1371/journal.pone.0282622

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© 2023 Huang, Huang

This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

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Fig 7 — a: Covariates of interest to evaluate sensibility of the model. SHAP explanations for the relationship between Alcohol and odds of a sleep disorder. Covariate value on the x-axis, change in log-odds on the y-axis, red line represents the relationship between the covariate and log-odds for a sleep disorder, each black dot represents an observation. b: SHAP explanations for the relationship between Caffeine intake and odds of a sleep disorder. Covariate value on the x-axis, change in log-odds on the y-axis, red line represents the relationship between the covariate and log-odds for a sleep disorder, each black dot represents an observation.