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Machine Learning Approach to Inpatient Violence Risk Assessment Using Routinely Collected Clinical Notes in Electronic Health Records

IMPORTANCE: Inpatient violence remains a significant problem despite existing risk assessment methods. The lack of robustness and the high degree of effort needed to use current methods might be mitigated by using routinely registered clinical notes. OBJECTIVE: To develop and validate a multivariabl...

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Bibliografiske detaljer
Udgivet i:JAMA Netw Open
Main Authors: Menger, Vincent, Spruit, Marco, van Est, Roel, Nap, Eline, Scheepers, Floor
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Association 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6613290/
https://ncbi.nlm.nih.gov/pubmed/31268542
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamanetworkopen.2019.6709
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