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Suicide is the 10th leading cause of death in the US and the 2nd leadingcause of death among teenagers. Clinical and psychosocial factors contribute tosuicide risk (SRFs), although documentation and self-expression of such factorsin EHRs and social networks vary. This study investigates the degree ofvariance across EHRs and social networks. We performed subjective analysis ofSRFs, such as self-harm, bullying, impulsivity, family violence/discord, using>13.8 Million clinical notes on 123,703 patients with mental health conditions.We clustered clinical notes using semantic embeddings under a set of SRFs.Likewise, we clustered 2180 suicidal users on r/SuicideWatch (~30,000 posts)and performed comparative analysis. Top-3 SRFs documented in EHRs weredepressive feelings (24.3%), psychological disorders (21.1%), drug abuse(18.2%). In r/SuicideWatch, gun-ownership (17.3%), self-harm (14.6%), bullying(13.2%) were Top-3 SRFs. Mentions of Family violence, racial discrimination,and other important SRFs contributing to suicide risk were missing from bothplatforms.

Comparing Suicide Risk Insights derived from Clinical and Social Media data