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- W2079358510 abstract "The assessment of outcomes for the Gold Coast Mental Health and Specialist Services Suicide Prevention Strategy implementation required data on suicidal and self-harm presentations to be captured from the Emergency Department Information System (EDIS) database. Suicidal and self-harm presentations are not uniformly coded in the EDIS and require human assessment to differentiate these presentations from other cases (e.g., accidental injuries). A novel evolutionary algorithm was used to learn weighting variables from a psychiatrist-rated training dataset in order to generate an appropriate cut-off score for identifying suicidal and self-harm presentations from EDIS. The resulting Searching EDIS for Records of Suicidal Presentations (SERoSP) program was then run on a psychiatrist-rated validation dataset using the weights generated by the algorithm. SERoSP is optimised to be able to detect suicidal and self-harm presentations with a high degree of accuracy (a sensitivity of 0.95 and a specificity of 0.92). The SERoSP program is a reliable and cost-effective tool for the identification of suicidal and self-harm presentations from EDIS data, and is currently being successfully used in the suicide prevention strategy evaluation." @default.
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- W2079358510 date "2011-01-01" @default.
- W2079358510 modified "2023-10-14" @default.
- W2079358510 title "Pesticides, paracetamol and psychosocial interventions: A reply to a commentary on Florentine and Crane" @default.
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- W2079358510 doi "https://doi.org/10.1016/j.socscimed.2010.10.014" @default.
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