Identifying probable post-traumatic stress disorder: applying supervised machine learning to data from a UK military cohort.

Detection of probable PTSD based on self-reported measurement data is feasible, may greatly reduce the burden on public health and improve operational efficiencies by enabling early intervention, before manifestation of symptoms.