The top 10 important features identified in the model were age group, sex, number of medications, dorsopathies, prior FRI, number of admission or ED visit, number of CNS depressants, hyperlipidemia, CNS depressant use with prior fracture, and exposure to acetylcholine esterase inhibitor. This evidence concerns the gene ACHE and hyperlipidemia.