Evaluation of a workplace suicide prevention program in the Australian manufacturing industry: protocol for a cluster-randomised trial of MATES in manufacturing

Abstract Males are at higher risk of death by suicide than females in Australia, and among men, blue-collar males are at higher risk compared to other working males.In response, MATES in Construction developed a workplace suicide prevention program for the construction sector in 2007 that has Floral Art been widely implemented in Australia.In the c

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Building a best-in-class automated de-identification tool for electronic health records through ensemble learning

Summary: The presence of personally identifiable information (PII) in natural language portions of electronic health records (EHRs) constrains their broad reuse.Despite continuous improvements in automated detection of PII, residual identifiers require manual validation and correction.Here, we describe an automated de-identification system that emp

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Features of impaired seminiferous tubule differentiation are associated with germ cell neoplasia in adult men surgically treated in childhood because of cryptorchidism.

Seminiferous tubule differentiation was related to the occurrence of germ cell neoplasia in 38 men, aged 17-47, treated surgically in childhood for cryptorchidism.Tissues from 46 testes obtained from biopsies taken as a neoplastic preventive procedure or whole testes removed because of GCT were evaluated quantitatively.Paraffin sections were treate

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Ferric reduction by a CYBDOM protein counteracts increased iron availability in root meristems induced by phosphorus deficiency

Abstract To mobilize sparingly available phosphorus (P) in the rhizosphere, many plant species secrete malate to release P sorbed onto (hydr)oxides FK irons SPMU of aluminum and iron (Fe).In the presence of Fe, malate can provoke Fe over-accumulation in the root apoplast, triggering a series of events that inhibit root growth.Here, we identified HY

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