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Objectives: This study explored the familiarity, perceptions and confidence of Australian radiology clinicians involved in reading screening mammograms, regarding artificial intelligence (AI) applications in breast cancer detection. Methods: Sixty-five radiologists, breast physicians and radiology trainees participated in an online survey that consisted of 23 multiple choice questions asking about their experience and familiarity with AI products. Furthermore, the survey asked about their confidence in using AI outputs and their preference for AI modes applied in a breast screening context. Participants' responses to questions were compared using Pearson's χ 2 test. Bonferroni-adjusted significance tests were used for pairwise comparisons. Results: Fifty-five percent of respondents had experience with AI in their workplaces, with automatic density measurement powered by machine learning being the most familiar AI product (69.4%). The top AI outputs with the highest ranks of perceived confidence were 'Displaying suspicious areas on mammograms with the percentage of cancer possibility' (67.8%) and 'Automatic mammogram classification (normal, benign, cancer, uncertain)' (64.6%). Radiology and breast physicians preferred using AI as second-reader mode (75.4% saying 'somewhat happy' to 'extremely happy') over triage (47.7%), pre-screening and first-reader modes (both with 26.2%) (P < 0.001). Conclusion: The majority of screen readers expressed increased confidence in utilising AI for highlighting suspicious areas on mammograms and for automatically classifying mammograms. They considered AI as an optimal second-reader mode being the most ideal use in a screening program. The findings provide valuable insights into the familiarities and expectations of radiologists and breast clinicians for the AI products that can enhance the effectiveness of the breast cancer screening programs, benefitting both healthcare professionals and patients alike. What is known about the topic? Artificial intelligence (AI) holds promise in providing computer-aided detection in health care, however, current research suggests that standalone AI applications in clinical practice fall short of matching the accuracy of a single radiologist. What does this paper add? The study showed a significant preference among clinicians for using AI as a supplementary tool, serving as a second-reader. Such an integrated approach, where AI aids in flagging suspicious areas on mammograms or offers automatic classification, reflects the ideal cooperation between breast screening readers and AI systems. What are the implications for practitioners? These insights shed light on clinicians' familiarity with and expectations of AI tools that can boost the effectiveness of breast screening programs. [ABSTRACT FROM AUTHOR]

Objective: MindStep™ is an Australian low-intensity cognitive behaviour therapy (LICBT) program for individuals with mild-to-moderate symptoms of anxiety and depression. UK-produced LICBT guided self-help (GSH) materials were originally used in the MindStep™ program. In 2017, Australian LICBT GSH materials were developed to better suit Australian users. This study explored whether the Australian-produced materials continued to achieve the benchmark recovery rates established in the UK and maintained in recent Australian studies. Methods: Binomial logistic regression was conducted using retrospective client data, including the Patient Health Questionnaire-9 and the Generalised Anxiety Disorder 7-item scale, between 2016 and 2019. Results: During time periods in which the Australian-produced materials were used, equivalent rates of reliable recovery and improvement were achieved compared with time periods in which the UK-produced materials were used. Australian-trained LICBT coaches, using Australian-produced LICBT GSH materials, achieve client recovery rates of up to 60%, reliable improvement rates of 58% and reliable recovery rates of 46% (with the probability of recovery increasing with client age). Conclusions: These findings are particularly pertinent with COVID-19 changing the landscape of mental health service delivery, requiring greater flexibility in the use of teleservices to ensure access to effective mental health care for populations that may already experience problems with isolation, access and service engagement. What is known about the topic?: LICBT is an acceptable, feasible and effective treatment approach for people experiencing mild-to-moderate anxiety and depression in Australia. LICBT GSH materials used with clients in Australia originated from the UK. However, according to guidelines, LICBT GSH materials should be contextualised to suit the audience they are being used with. What does this paper add?: This paper demonstrates that LICBT GSH materials tailored to an Australian context can be used in place of UK-produced materials because they yield equivalent and consistent therapeutic outcomes. Although contextualising the LICBT GSH materials for health services users was important, it is likely that the evidence-based cognitive behaviour therapy techniques sitting 'under the hood' of these materials are most important to ensure successful therapeutic outcomes. What are the implications for practitioners?: As we face unprecedented challenges following 2020, the physical, social, psychological and economic impacts of life-changing events must not inhibit access to treatments for common mental health conditions. It is anticipated that more non-traditional, alternative providers of mental health services will be needed to scale-up and respond to increasing demand. This paper shows that the provision of telephone-based LICBT in Australia, by trained coaches using Australian-produced GSH materials, is an evidenced-based support pathway that can reduce the access gap to treatments. [ABSTRACT FROM AUTHOR]

Objectives: The aim of this study was to describe the prevalence of cognitive impairment in hospital inpatients, the associated need for assistance with activities of daily living (ADL) and carer perceptions of hospital care. Methods: A prospective cross-sectional observational study was conducted in a large metropolitan teaching hospital in Brisbane, Australia. Participants were inpatients aged ≥65 years and their carers. Cognitive impairment was measured by clinician auditors using the validated 4 'A's test (4AT), with a score >0 indicating cognitive impairment (1–3, probable dementia; >3, probable delirium). The need for supervision and/or assistance with ADL was recorded from daily nursing documentation. Carers were invited to complete a brief questionnaire. Results: In all, 92 of 216 older inpatients (43%) had cognitive impairment, including 52 (24%) with probable delirium. The need for supervision and/or assistance with ADL increased significantly with 4AT score. Fifty-two carers of patients with cognitive impairment reported feeling welcome and that care was safe. They identified opportunities for better information, greater support and more inclusion of carers. Conclusions: Cognitive impairment is common in older inpatients and is associated with increased care needs. Workforce planning and health professional training need to acknowledge the needs of patients with cognitive impairment. There are opportunities for greater support and more involvement of carers. What is known about the topic?: Cognitive impairment due to delirium and dementia increases with age, and is common in older medical and surgical inpatients. However, cognitive impairment remains under-recognised by healthcare staff. Australian guidelines now recommend routine screening using valid tools, and including carers, when appropriate, when assessing, caring for and communicating with people with cognitive impairment. What does this paper add?: This cross-sectional study using the validated 4AT showed 43% of hospital inpatients aged ≥65 years had cognitive impairment. Participants with cognitive impairment had higher care needs and much longer hospitalisations. Carers of people with cognitive impairment reported unmet information needs in hospital and had limited involvement in assessment and care. What are the implications for practitioners?: Cognitive impairment is common in older inpatients. Hospitals and healthcare professionals must be prepared and equipped to recognise cognitive impairment, and address the accompanying patient and carer needs. [ABSTRACT FROM AUTHOR]

Objective: Although there is some research on women's choice of birthplace, most of this research has been conducted overseas. This study explored factors influencing the decision to use public or private maternity services within regional Australia. Methods: This cross-sectional study consisted of a community-based, anonymous, online questionnaire focused on factors influencing a woman's choice of birth location and included adult females who had given birth in the past 2 years within two regional areas. Descriptive statistics were used to analyse demographic characteristics and factors influencing decisions regarding birthplace. Pearson's Chi-squared test was used to compare public and private births for multiple variables. Binary logistic regression was used to determine the odds ratio for each potential factor based on whether participants with private health insurance (PHI) elected to birth in the public or private regional hospitals. Open coding was used to group responses to open ended questions into themes. Results: Data from 510 questionnaires were analysed. The three most frequently reported factors influencing a woman's decision about birthplace were financial reasons, the ability to choose their doctor and not having PHI. Women with PHI who opted for birth in the public system were almost four-fold more likely to select access to intensive care services and 2.6-fold more likely to select a preference for a low-intervention birth as one of their top five most influential factors. The results highlight that women want access to midwifery continuity of care. Conclusion: This study provides insights into the factors influencing a woman's complex decision about where and with whom to birth and how health insurance affects that decision, an area where there is a paucity of peer-reviewed literature. This research highlights the importance of being able to choose one's doctor and the desire for access to midwife-led models of care, and provides evidence to advocate for improved access to additional models of care in the private sector. What is already known?: The viability of regional private maternity hospitals is in question because, once the birth rate goes below a certain threshold, providing private obstetric service becomes unviable. Closure of regional private hospitals means less choice in regional areas. Minimal information is available about the factors influencing a woman with PHI to give birth in the public system, and much of the evidence is anecdotal. What does this paper add?: This study provides insight into how PHI status and other factors influence a woman's decision to birth in the public versus private sector, an area where there is a paucity of peer-reviewed literature. It also highlights a desire from women for access to midwifery continuity of care in the private system. What are the implications for practitioners?: This research provides evidence to advocate for improved access to additional models of care, especially for midwifery-led care in the private sector. [ABSTRACT FROM AUTHOR]