Understandings, attitudes, practices and responses to GHB overdose among GHB consumers.

BACKGROUND: Gamma-hydroxybutyrate (GHB) is used at disproportionately high rates within sexuality and gender diverse communities and carries a high risk of overdose. GHB overdose can result in death. Internationally, recent increases in GHB overdoses have been observed. Coronial reviews of GHB-related death highlight the pivotal roles that bystanders to GHB overdose play in preventing fatality. No research has examined, in detail, how bystanders respond to GHB overdose. This qualitative study was conducted among people who use GHB and explored how they responded upon witnessing a GHB overdose experienced by someone else. METHODS: Interviews were conducted with 31 sexuality and gender diverse Australian residents reporting three or more occasions of GHB use in the previous 12 months. Participants were asked questions about witnessed GHB overdose, their actions and decision-making processes throughout overdose. Data were analysed thematically. RESULTS: Participants described witnessing GHB overdose, commonly in private settings involving sexualized GHB use. Variable definitions of GHB overdose were reported, ranging from GHB-induced symptoms of distress to comatose intoxication. Drastic actions to keep someone alert and responsive post-GHB ingestion were reported; these included the administration of stimulant substances and citrus. Decisions to call or not call for emergency medical services (EMS) were influenced by many circumstantial variables. In most instances, an EMS call was resisted and response practices deviated from established first aid protocols. CONCLUSIONS: GHB overdose prevention and response training programs targeting people who use GHB are urgently required. These education interventions ought to address inaccuracies that inform street remedies for GHB overdose, teach people how to safely check breathing and response, promote basic first aid principles and address barriers to contacting EMS.

Controlling for pleasure and risk: The experiences of sexuality and gender diverse people who use GHB.

BACKGROUND: GHB is used among some sexuality and gender diverse populations at elevated rates, however little qualitative research has explored GHB use among these populations with regards to diverse contexts, settings, practices, and experiences of use. Internationally, harms relating to GHB overdose appear to be increasing. Research outlining consumers' experiences of GHB-related pleasures and their strategies to reduce harms may inform GHB education and intervention responses. METHODS: N = 31 participants reporting three or more occasions of GHB use within the previous 12 months were recruited via digital advertising and snowball methods. Semi-structured interviews were conducted, data were transcribed and analysed in NVivo using a thematic framework analysis. Emergent themes were charted, and divergences and convergences were considered with regards to the sexuality and gender identities of participants. RESULTS: Pleasures associated with GHB were described in relation to the sensation of the GHB high and experiences of intimacy, and connection. GHB was used to enhance socialising and sex in domestic, private, and commercial venues. Participants prioritised terminology of 'control' when describing their practices associated with GHB dosing, measuring, timing and peer moderation. Most participants reported personal experience of GHB overdose with loss of consciousness. CONCLUSION: Participants' near-ubiquitous experience of GHB overdose highlights ongoing education needs around overdose prevention. Efforts must target people new to GHB use who appeared particularly susceptible to overdose. Inconsistencies in understandings around GHB overdose, the perceived severity of overdose and the differences between GHB and its precursors GBL and 1,4-BD, highlight potential focus areas of future education responses. Further research is required to better understand consumers' experiences of sexual violence in the context of GHB use.

An automated segmentation framework for nasal computational fluid dynamics analysis in computed tomography.

The use of computational fluid dynamics (CFD) to model and predict surgical outcomes in the nasal cavity is becoming increasingly popular. Despite a number of well-known nasal segmentation methods being available, there is currently a lack of an automated, CFD targeted segmentation framework to reliably compute accurate patient-specific nasal models. This paper demonstrates the potential of a robust nasal cavity segmentation framework to automatically segment and produce nasal models for CFD. The framework was evaluated on a clinical dataset of 30 head Computer Tomography (CT) scans, and the outputs of the segmented nasal models were further compared with ground truth models in CFD simulations on pressure drop and particle deposition efficiency. The developed framework achieved a segmentation accuracy of 90.9 DSC, and an average distance error of 0.3 mm. Preliminary CFD simulations revealed similar outcomes between using ground truth and segmented models. Additional analysis still needs to be conducted to verify the accuracy of using segmented models for CFD purposes.