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. The gene discussed is ACHE; the disease is skeletal system disorder.