Predicting STI Diagnoses Amongst MSM and Young People Attending Sexual Health Clinics in England: Triage Algorithm Development and Validation Using Routine Clinical Data

Carina King,Gwenda Hughes,Martina Furegato,Hamish Mohammed,John Were,Andrew Copas,Richard Gilson,Maryam Shahmanesh,Catherine H Mercer

EClinicalMedicine（2018）

Cited 8|Views5

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Abstract

•We report the development and validation of an algorithm predicting STI diagnosis among MSM and young people in England•Inclusion of sexual behaviour data, feasibly collected in clinical settings, was crucial to achieve reasonable model performance•External validation highlighted key limitations with automated triage based on predictive algorithms in sexual health settings

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Key words

STI,Young people,MSM,Predictive model,Triage,Routine data

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