Telepsychiatry for people with intellectual disabilities and mental health difficulties during Covid-19 pandemic: survey of self-reported experience and acceptability to patients, carers and psychiatrists in the UK.

Aim: This project sought to ascertain views and experiences of people with intellectual disabilities, their carers', and specialist intellectual disability psychiatrists as to use of telepsychiatry consultations. Background: During the Covid-19 pandemic specialist psychiatrists in intellectual disability services in the United Kingdom (UK) have explored and adopted use of telepsychiatry for psychiatric consultations. Method: An easy-read co-designed questionnaire was sent to potential respondents N = 590 potential respondents (N = 280 patients, N = 280 carers), and a separate questionnaire was sent electronically to N = 30 specialist intellectual disability psychiatrists. Findings: Responses were received from N = 192 respondents (N = 68 (24%) patients, N = 98 (35%) carers, and N = 26 (90%)) psychiatrists. Advantages of telepsychiatry cited were flexibility, and it being less disruptive to patients' routines, offering convenient practice and saving travel time and cost. Disadvantages reported included loss of rapport and relationship with patients, and an inability to conduct an effective mental state examination. Conclusion: This survey has produced equivocal evidence as to acceptability of telepsychiatry for all people with intellectual disabilities, carers and psychiatrists cannot be assumed. Some patients may need significant support to enable them to engage with such an approach.

Mapping the Locations of Medical Specialists in the Ministry of Health's Hospitals in Malaysia by Specialty, Subspecialty and Area of Interest.

Mapping the distribution of medical specialists in the Ministry of Health (MOH) Malaysia facilities is expected to be more complex as the demand for specialty and subspecialty services increases in the future. A more robust and definitive gap analysis is needed to facilitate planning and resource allocation. The Medical Development Division developed a master list of framework of specialties, subspecialties and areas of interest, and Specialist Database Module in the Medical Programme Information System (MPIS) as tools to facilitate mapping of services. Relational database of specialists' location, facilities, workload, population profile and other relevant parameters were developed to provide data visualisation in specific dashboard. Needs versus supply ratio is proposed as one of parameters to visualise specialised medical services distribution by geographical localities.

Effect of a peer-led emergency department behavioral intervention on non-fatal opioid overdose: 18-month outcome in the Navigator randomized controlled trial.

BACKGROUND AND AIMS: Emergency departments (EDs) provide an opportunity to identify people at risk of overdose and reduce the risk. We evaluated the effect of an ED behavioral intervention delivered by peer recovery support specialists (PRSSs) on non-fatal opioid overdose. DESIGN: Two-arm, randomized trial. SETTING: Two EDs in Rhode Island, USA. PARTICIPANTS: ED patients presenting with an opioid overdose, complications of opioid use disorder or a recent history of opioid overdose (November 2018-May 2021). Among 648 participants, the mean age was 36.9 years, 68.2% were male and 68.5% were White. INTERVENTION AND COMPARATOR: Participants were randomized to receive a behavioral intervention from a PRSS (n = 323) or a licensed clinical social worker (LICSW) (n = 325). PRSS and LICSW used evidence-based interviewing and intervention techniques, informed by their lived experience (PRSS) or clinical theory and practice (LICSW). MEASUREMENTS: We identified non-fatal opioid overdoses in the 18 months following the ED visit through linkage to statewide emergency medical services data using a validated case definition. The primary outcome was any non-fatal opioid overdose during the 18-month follow-up period. FINDINGS: Among 323 participants randomized to the PRSS arm, 81 (25.1%) had a non-fatal opioid overdose during follow-up, compared with 95 (29.2%) of 325 participants randomized to the LICSW arm (P = 0.24). There was no statistically significant difference in the effectiveness of randomization to the PRSS arm versus the LICSW arm on the risk of non-fatal opioid overdose, adjusting for the history of previous overdose (relative risk = 0.86, 95% confidence interval = 0.67-1.11). CONCLUSIONS: In Rhode Island, USA, over one-in-four emergency department patients at high risk of overdose experience a non-fatal opioid overdose in the 18 months post-discharge. We found no evidence that the risk of non-fatal opioid overdose differs for emergency department patients receiving a behavioral intervention from a peer recovery support specialist versus a licensed clinical social worker.

Trends in the representation of specialties caring for patients with diabetes in the Czech Republic.

The increasing prevalence of diabetes mellitus (DM) leads to the differentiation of the registration of diabetics in individual specialties. Objective of this paper was the evaluation of changes in the representation of expertise providing care for patients with DM (pDM) in the Czech Republic, based on data analysis from the National Register of Paid Health Services (NRHZS) 2010-2021. In the entire pDM group, the number of patients treated by a diabetologist (DIA) increased from 491,490 (57.0 %) to 537,430 (50.4 %), with a general practitioner (GP) from 27,719 (3.2 %) to 181,330 (17.0 %) and by internist (INT) from 172,918 (20.0 %) to 161,291 (15.1 %). In 2021, 57.9 % DIA, 17 % GP, 12.2 % INT were treated from the group treated with antidiabetics (813,873). In 2021, 84,345 were treated with insulin alone (87.2 % DIA), 129,127 were treated with a combination of insulin and non-insulin antidiabetics; 115,604 (91.6 %) in DIA, 322 (0.3 %) in GP and 7,983 (6.3 %) in INT. 603,331 treated only with non-insulin antidiabetic drugs, of which 281,929 (46.7 %) DIA, 137,744 (22.8 %) GP and 85,273 (14.1 %) INT. For other specialties, 98,385 (16.3 %) persons. 185,838 patients without reported DIA/GP/INT control, of which 80,144 without therapy. The increasing prevalence of DM and changes in reimbursement conditions are reflected in the dynamic development of the distribution of diabetes care by individual specialties.

Specialist care visits outside the hospital by South Australian older adults.

BACKGROUND: Limited access to specialist medical services is a major barrier to healthcare in rural areas. We compared rural-urban specialist doctor consultations outside hospital by older adults (≥ 60 years) across South Australia. METHODS: Cross-sectional data were available from the South Australia's Department of Health. The Modified Monash Model (MM1-7) of remoteness was used to categorize data into rural (MM 3-4), remote (MM5-7), and urban (MM1-MM2) of participants in urban and non-urban South Australia. The analysis was conducted on older adults (n = 20,522), self-reporting chronic physical and common mental health conditions. RESULTS: Specialist doctor consultation in the past 4 weeks was 14.6% in our sample. In multivariable analysis, increasing age (odds ratio 1.3, 95% CI: 1.2-1.4), higher education (odds ratio 1.5, 95% CI: 1.3-1.9), physical health conditions [diabetes (odds ratio 1.2, 95% CI: 1.1-1.3); cancer (odds ratio1.8, 95% CI: 1.7-2.0); heart disease (odds ratio 1.9, 95% CI: 1.6-2.1)], and common mental disorders [depression (odds ratio 1.3, 95% CI: 1.1-1.5); anxiety (odds ratio 1.4, 95% CI: 1.1-1.6)] were associated with higher specialist care use. Specialist care use among rural (odds ratio 0.8, 95% CI: 0.6-0.9), and remote (odds ratio 0.8, 95% CI: 0.7-0.9) older people was significantly lower than their urban counterparts after controlling for age, education, and chronic disease. CONCLUSION: Our findings demonstrate a disparity in the use of out of hospital specialist medical services between urban and non-urban areas.

Nesting Biology of Megachile (Chrysosarus) jenseni (Hymenoptera: Megachilidae) in Two Contrasting Pampean Agroecosystems: A Potential Pollinator for Alfalfa?

Several crops depend on both managed and wild bees to produce fruits and/or seeds, and the efficiency of numerous wild bees is higher than that of some managed species. Therefore, knowing and understanding the required resources for wild bees could enabled the establishment of management practices to increase their populations. Here, we provide information about the nesting biology of Megachile (Chrysosarus) jenseni, a Faboideae-specialist bee species. Based on observations from two populations occurring in contrasting agroecosystems, this bivoltine species showed common behavioral features shared with other species of subgenus Chrysosarus, such as the use of petal pieces and mud as nesting materials and the utilization of pre-existing cavities. Both studied populations showed a bivoltine life cycle with a rapid early-summer generation and a second generation, with most individuals overwintering. Main causes of mortality were unknown diseases (or other factors), causing the death of preimaginal stages. Moreover, this species was attacked by a cleptoparasite megachilid (Coelioxys remissa), a parasitic eulophid wasp (Melittobia sp.), and a bee fly (Anthrax oedipus). Finally, we discussed the potential use of this leaf-cutter bee species for alfalfa pollination.

Sources of specialist physician fee variation: Evidence from Australian health insurance claims data.

This study explores the variation in specialist physician fees and examines whether the variation can be attributed to patient risk factors, variation between physicians, medical specialties, or other factors. We use health insurance claims data from a large private health insurer in Australia. Although Australia has a publicly funded health system that provides universal health coverage, about 44 % of the population holds private health insurance. Specialist physician fees in the private sector are unregulated; physicians can charge any price they want, subject to market forces. We examine the variation in fees using two price measures: total fees charged and out-of- pocket payments. We follow a two-stage method of removing the influence of patient risk factors by computing risk-adjusted prices at patient-level, and aggregating the adjusted prices over all claims made by each physician to arrive at physician-level average prices. In the second stage, we use variance-component models to analyse the variation in the physician-level average prices. We find that patient risk factors account for a small portion of the variance in fees and out-of-pocket payments. Physician-specific variation accounts for the bulk of the vari- ance. The results underscore the importance of understanding physician characteristics in formulating policy efforts to reduce fee variation.

A plea for urgent action: Addressing the critical shortage of cardiothoracic surgical workforce in the COSECSA region.

BACKGROUND: The College of Surgeons of East, Central, and Southern Africa (COSECSA) comprises 14 countries, many of which currently grapple with an increasing burden of cardiothoracic surgical (CTS) diseases. Health and economic implications of unaddressed CTS conditions are profound and require a robust regional response. This study aimed to define the status of CTS specialist training in the region (including the density of specialists, facilities, and active training posts), examine implications, and proffer recommendations. METHODS: A desk review of COSECSA secretariat documents and program accreditation records triangulated with information from surgical societies was performed in May 2022 and September 2023 as part of education quality improvement. A modified nominal group process involving contextual experts was used to develop a relevant action framework. RESULTS: Only 6 of 14 (43%) of COSECSA countries offered active training programs with annual intake of only 18 trainees. Significant training gaps existed in Burundi, Botswana, Malawi, Rwanda, South Sudan, Zambia, and Zimbabwe. Country specialist density ranged from 1 per 400,000 (Namibia) to 1 per 8,000,000 (Ethiopia). Overall, the region had 0.2 CTS specialists per million population as compared with 7.15 surgeons per million in High-Income Countries. Surgical education experts proposed an action framework to address the training crisis including increasing investments in CTS education, establishing regional centers of excellence, retention incentives and opportunities for women, and leveraging international partnerships. CONCLUSION: Proactive investments in infrastructure, human resources, training, and collaborative efforts by national governments, regional intergovernmental organizations, and international partners are critical to expanding regional CTS training.

The role of coronary CT angiography in athletes.

The sudden death of a young or high-level athlete or adolescent during recreational sports is one of the events with the greatest impact on public opinion in modern society. Sudden cardiac death (SCD) is the principal medical cause of death in athletes and can be the first and last clinical presentation of underlying disease. To prevent such episodes, pre-participation screening has been introduced in many countries to guarantee cardiovascular safety during sports and has become a common target among medical sports/governing organizations. Different cardiac conditions may cause SCD, with incidence depending on definition, evaluation methods, and studied populations, and a prevalence and etiology changing according to the age of athletes, with CAD most frequent in master athletes, while coronary anomalies and non-ischemic causes prevalent in young. To detect silent underlying causes early would be of considerable clinical value. This review summarizes the pre-participation screening in athletes, the specialist agonistic suitability visit performed in Italy, the anatomical characteristics of malignant coronary anomalies, and finally, the role of coronary CT angiography in such arena. In particular, the anatomical conditions suggesting potential disqualification from sport, the post-treatment follow-up to reintegrate young athletes, the diagnostic workflow to rule-out CAD in master athletes, and their clinical management are analyzed.

The power of compassion: a judicial reflection on wellbeing and the court.

This article explores the stress, vicarious trauma, and burnout experienced by judicial officers and their need for protective skills. Compassion is one skill that can be incredibly beneficial. Compassion involves recognising a person's suffering, and 'turning towards' the sufferer. This has been said to be 'neurologically rejuvenating'. In contrast, empathy alone can lead to distress and generate burnout. There are three pillars of compassionate practice: (1) procedural fairness; (2) judicial engagement; and (3) other therapeutic jurisprudence approaches and court programs. The authors, both experienced judicial officers, have experienced how compassionate practice can inspire offenders to achieve rehabilitation goals. These practices can also be implemented in traditional court lists by judicial officers acknowledging the possibility of suffering of court users and empowering them by judicial engagement and granting them agency. A compassionate approach to justice can improve judicial effectiveness, health, and the fostering of a healthy work environment.

Examining the key features of specialist health service provision for women with Female Genital Mutilation/Cutting (FGM/C) in the Global North: a scoping review.

Background: Health care for women with Female Genital Mutilation/Cutting (FGM/C) in the Global North is often described as sub-optimal and focused on maternity care. Specialist FGM/C services have emerged with little empirical evidence informing service provision. The objective of this scoping review is to identify the key features of FGM/C specialist care. Methods: The review was conducted in accordance with JBI methodology. Participants: organisations that provide specialist FGM/C care. Concept: components of specialist services. Context: high-income OECD countries. Eligibility criteria included primary research studies of any design from 2012 to 2022, providing a comprehensive description of specialist services. Seven bibliographic databases were searched (MEDLINE, EMBASE, CINAHL, Web of Science, SCOPUS, Cochrane Library and MIC). The components of "specialist" (as opposed to "generalist") services were defined and then applied to an analysis of FGM/C specialist care. FGM/C specialist provision was categorised into primary (essential) and secondary features. Data were extracted and analysed descriptively through charting in tables and narrative summary. Results: Twenty-five papers described 20 unique specialist services across eleven high income countries. Primary features used to identify FGM/C specialist care were:-(i) Named as a Specialist service/clinic: 11/20 (55%); (ii) Identified expert lead: 13/20, (65%), either Midwives, Gynaecologists, Urologist, or Plastic Surgeons; (iii) Offering Specialist Interventions: surgical (i.e., reconstruction and/or deinfibulation) and/or psychological (i.e., trauma and/or sexual counselling); and (iv) Providing multidisciplinary care: 14/20 (70%). Eleven services (in Spain, Sweden, Switzerland, Germany, Italy, Netherlands, France, Belgium, and USA) provided reconstruction surgery, often integrated with psychosexual support. No services in UK, Norway, and Australia offered this. Six services (30%) provided trauma therapy only; 25% sexual and trauma therapy; 15% sexual therapy only; 30% did not provide counselling. Secondary features of specialist care were subdivided into (a) context of care and (b) the content of care. The context related to concepts such as provision of interpreters, cost of care, community engagement and whether theoretical underpinnings were described. Content referred to the model of care, whether safeguarding assessments were undertaken, and health education/information is provided. Conclusion: Overall, the features and composition of FGM/C specialist services varied considerably between, and sometimes within, countries. Global guidelines advocate that specialist care should include access to deinfibulation, mental health support, sexual counselling, and education and information. The review found that these were rarely all available. In some high-income countries women cannot access reconstruction surgery and notably, few services for non-pregnant women mentioned safeguarding. Furthermore, services for pregnant women rarely integrated trauma therapy or psychosexual support. The review highlights a need for counselling (both trauma and psychosexual) and culturally-appropriate sensitive safeguarding assessments to be embedded into care provision for non-pregnant as well as pregnant women. Further research is needed to extract the features of specialist services into a comprehensive framework which can be used to examine, compare, and evaluate FGM/C clinical specialist care to determine which clinical features deliver the best outcomes. Currently a geographical lottery appears to exist, not only within the UK, but also across the Global North.

Germany's national public health gets reorganized: A new institute shall take center stage.

In the aftermath of the COVID-19 pandemic, the German federal government recently orchestrated a fundamental change to its public health infrastructure. This reconstruction centers around the founding of a National Institute for Prevention and Education in Medicine (Bundesinstitut für Prävention und Aufklärung in der Medizin, BIPAM) at the cost of two federal institutions, the Robert Koch-Institute (RKI) and the Federal Center for Health Education (Bundeszentrale für gesundheitliche Aufklärung, BzGA). Thus, the Federal Ministry of Health (Bundesministerium für Gesundheit, BMG) plans to dissolve the BzGA and integrate its personnel into the future BIPAM. Further, all RKI research and surveillance activities related to non-communicable diseases, including AI methods development will be transferred into the BIPAM. The RKI responsibilities will solely focus on infectious diseases. According to announced plans of the BMG the primary objective for establishing the BIPAM is to address non-communicable diseases and enhance overall population health. However, the medical specialist training for public health remains non-academic at a state institution. Simultaneously the BMG already replaced two thirds of experts of the permanent commission on vaccination (Ständige Impfkommission, STIKO) and determined new procedures for appointing future expert commissioners. With these changes, Germany embarks on an extraordinary reshuffling of its national public health organizations and responsibilities, by fundamentally separating all issues around non-communicable diseases from those of infectious diseases. Germany's unraveled research tasks of public health authorities however remains unmet. Thus, 2024 marks a pivotal caesura for public health in the modern history of Germany.

Improving Distress Screening for People with Prostate Cancer: Evaluation of an E-Learning Course to Increase Healthcare Professionals' Knowledge.

OBJECTIVES: Psychological distress can occur following diagnosis and treatment for prostate cancer, compromising psychosocial wellbeing. Improved recognition and management of distress by healthcare professionals can enhance clinical practice and promote evidence-based prostate cancer care. This paper explores the effectiveness and feasibility of the online Distress Screening for Prostate Cancer course, designed to improve healthcare professionals' understanding of screening for prostate cancer-related distress. It aims to evaluate whether this e-learning course increases learners' knowledge of distress screening for prostate cancer. METHODS: Healthcare professionals were invited to enroll in the online course and complete optional evaluation questions. The pretest posttest design identified changes in learners' knowledge about distress screening for people with prostate cancer, including prevalence, risk factors, assessment and management strategies for distress (n = 149). Learners also rated satisfaction in a cross-sectional survey (n = 116). Most respondents were nurses, including Prostate Cancer Specialist Nurses. RESULTS: Learners' knowledge of distress screening was higher after course completion. Improvement between pre- and posttest results was statistically significant for four of ten items, including risk of prostate cancer-related distress, and suicidality, and the purpose of distress screening. Learners reported high satisfaction with course content, structure, engagement, relevance, and approach. They particularly valued the narrative-based approach and interactivity. Small numbers encountered technological problems and some offered suggestions to improve learner feedback. CONCLUSIONS: The course improved healthcare professionals' knowledge of distress among people affected by prostate cancer. Learners found the e-learning format feasible and acceptable. IMPLICATIONS FOR NURSING PRACTICE: Deeper understanding of the psychological implications of diagnosis and treatment of prostate cancer can help healthcare professionals respond to and manage distress among men and their families, and provide supportive care to improve health-related quality of life. Access to an online course can offer effective, feasible education on distress screening.

[The National German Transplantation Certification : Interdisciplinary and innovative]. / Zusatzweiterbildung Transplantationsmedizin : Interdisziplinär und innovativ.

The interdisciplinary additional advanced training in transplantation medicine (ZWB) has been passed with the (Model) Advanced Training Regulation 2018 and is now implemented in all federal states. It includes joint interdisciplinary contents that must be mastered by all disciplines and special skills that are specific to the individual disciplines. An organ-specific training is also possible. With its interdisciplinary approach the ZWB transplantation certification is pioneering the structure of modern transplantation centers and will thus further improve the quality of treatment for patients on the waiting lists for organ transplantation and for patients with transplanted organs.

Proactive review for people with diabetes in hospital: a cluster randomised feasibility trial with process evaluation, protocol V3.1.

BACKGROUND: Diabetes inpatient specialist services vary across the country, with limited evidence to guide service delivery. Currently, referrals to diabetes inpatient specialists are usually 'reactive' after diabetes-related events have taken place, which are associated with an increased risk of morbidity/mortality and increased length of hospital stay. We propose that a proactive diabetes review model of care, delivered by diabetes inpatient specialist nurses, may contribute to the prevention of such diabetes-related events and result in a reduction in the risk of harm. METHOD: We will conduct a cluster randomised feasibility study with process evaluation. The proactive diabetes review model (PDRM) is a complex intervention that focuses on the prevention of potentially modifiable diabetes-related harms. All eligible patients will receive a comprehensive, structured diabetes review that aims to identify and prevent potentially modifiable diabetes-related harms through utilising a standardised review structure. Reviews are undertaken by a diabetes inpatient specialist nurse within one working day of admission. This differs from usual care where patients are often only seen after diabetes-related harms have taken place. The trial duration will be approximately 32 weeks, with intervention delivery throughout. There will be an initial 8-week run-in phase, followed by a 24-week data collection phase. Eight wards will be equally randomised to either PDRM or usual care. Adult patients with a known diagnosis of diabetes admitted to an included ward will be eligible. Data collection will be limited to that typically collected as part of usual care. Data collected will include descriptive data at both the ward and patient level and glucose measures, such as frequency and results of capillary glucose testing, ketonaemia and hypoglycaemic events. The analysis aims to determine the fidelity and acceptability of the intervention and the feasibility of a future definitive trial. Whilst this study is primarily about trial feasibility, the findings of the process evaluation may lead to changes to both trial processes and modifications to the intervention. A qualitative process evaluation will be conducted in parallel to the trial. A minimum of 22 patients, nurses, doctors, and managers will be recruited with methods including direct non-participant observation and semi-structured interviews. The feasibility of a future definitive trial will be assessed by evaluating recruitment and randomisation processes, staffing resources and quality of available data. DISCUSSION: The aim of this cluster randomised feasibility trial with a process evaluation is to explore the feasibility of a definitive trial and identify appropriate outcome measures. If a trial is feasible and the effectiveness of PDRM can be evaluated, this could inform the future development of inpatient diabetes services nationally. TRIAL REGISTRATION: UK Clinical Research Network, 51,167. ISRCTN, ISRCTN70402110. Registered on 21 February 2022.

Patterns of acute hospital and specialist palliative care use among people with non-curative upper gastrointestinal cancer.

PURPOSE: Upper gastrointestinal (GI) cancers contribute to 16.7% of UK cancer deaths. These patients make high use of acute hospital services, but detail about palliative care use is lacking. We aimed to determine the patterns of use of acute hospital and hospital specialist palliative care services in patients with advanced non-curative upper GI cancer. METHODS: We conducted a service evaluation of hospital use and palliative care for all patients with non-curative upper GI cancer seen in one large hospital, using routinely collected data (2019-2022). We report and characterise hospital admissions and palliative care within the study time period, using descriptive statistics, and multivariable Poisson regression to estimate the unadjusted and adjusted incidence rate ratio of hospital admissions. RESULTS: The total with non-curative upper GI cancer was 960. 86.7% had at least one hospital admission, with 1239 admissions in total. Patients had a higher risk of admission to hospital if: aged ≤ 65 (IRR for 66-75 years 0.71, IRR 76-85 years 0.68; IRR > 85 years 0.53; p < 0.05), or lived in an area of lower socioeconomic status (IMD Deciles 1-5) (IRR 0.90; p < 0.05). Over the 4-year period, the rate of re-admission was higher in patients not referred to palliative care (rate 0.52 readmissions/patient versus rate 1.47 readmissions/patient). CONCLUSION: People with advanced non-curative gastrointestinal cancer have frequent hospital admissions, especially if younger or from areas of lower socioeconomic status. There is clear association between specialist palliative care referral and reduced risk of hospitalisation. This evidence supports referral to specialist palliative care.

Optimizing heart failure pathways to enhance patient care: the Program to Optimize Heart Failure Patient Pathways (PRO-HF).

AIMS: Many European healthcare providers struggle to adopt multidisciplinary, integrated care pathways for people with heart failure (HF) as recommended by the European Society of Cardiology. PRO-HF (Program to Optimize Heart Failure Patient Pathways) was developed to help clinicians identify strengths, gaps, and shortcomings in their HF pathways and support tailored interventions to optimize pathways and enhance patient care. We report initial findings from baseline assessments of HF pathway characteristics and challenges from 10 hospitals in six European countries (France, Ireland, Portugal, Spain, The Netherlands, and United Kingdom). METHODS AND RESULTS: Baseline assessments were holistic appraisals of full HF services to calibrate current status and development needs and assist management teams in prioritizing improvement projects. Assessments were performed using a comprehensive checklist of measures covering the HF patient journey from diagnosis to ongoing follow-up. These included a digital survey sent to full HF care teams and one-to-one interviews. The digital survey focused on four key areas (HF outpatient clinic; remote patient management; efficient device implantation and inpatient pathways; and network maximization) and 16 dimensions of excellence. Priority areas and themes for action identified in baseline assessments were (i) provision of HF specialist care; (ii) data capture and analysis; (iii) institutional care protocols; (iv) hospital-wide strategies; and (v) multidisciplinary teams (MDTs). Suboptimal specialist care of emergency inpatients was an issue at all hospitals and prioritized at 8/10. Availability and accessibility of data on patients, activities, and outcomes was an issue at all hospitals and prioritized by 4/10. A lack of clear protocols, templates, and tools for some HF activities created variability in patient care (e.g., HF specialist consultations, diagnostic testing, follow-up appointments, medications, and device eligibility) and inefficient use of clinician time. This made it difficult to initiate new technologies (e.g., remote patient monitoring) due to the risk of overburdening staff. MDTs were frequently understaffed. Multiple interventions were identified to address gaps and shortcomings that could be tailored to specific needs of individual hospitals (e.g., inpatient pathway optimization, creation/optimization of HF outpatient clinics, development of an HF performance dashboard, enhancement of protocol adherence, streamlining cardiac resynchronisation therapy pathways, and MDT coordination). CONCLUSIONS: PRO-HF provides a valuable opportunity to identify gaps and significant shortcomings in HF pathways in European hospitals. Preliminary findings from hospitals that have initiated suggested changes to address these challenges are encouraging, though longer-term follow-up from more hospitals is needed to confirm the impact of PRO-HF on HF pathway optimization and patient care.

Preliminary External Validation Results of the Artificial Intelligence-Based Headache Diagnostic Model: A Multicenter Prospective Observational Study.

The misdiagnosis of headache disorders is a serious issue, and AI-based headache model diagnoses with external validation are scarce. We previously developed an artificial intelligence (AI)-based headache diagnosis model using a database of 4000 patients' questionnaires in a headache-specializing clinic and herein performed external validation prospectively. The validation cohort of 59 headache patients was prospectively collected from August 2023 to February 2024 at our or collaborating multicenter institutions. The ground truth was specialists' diagnoses based on the initial questionnaire and at least a one-month headache diary after the initial consultation. The diagnostic performance of the AI model was evaluated. The mean age was 42.55 ± 12.74 years, and 51/59 (86.67%) of the patients were female. No missing values were reported. Of the 59 patients, 56 (89.83%) had migraines or medication-overuse headaches, and 3 (5.08%) had tension-type headaches. No one had trigeminal autonomic cephalalgias or other headaches. The models' overall accuracy and kappa for the ground truth were 94.92% and 0.65 (95%CI 0.21-1.00), respectively. The sensitivity, specificity, precision, and F values for migraines were 98.21%, 66.67%, 98.21%, and 98.21%, respectively. There was disagreement between the AI diagnosis and the ground truth by headache specialists in two patients. This is the first external validation of the AI headache diagnosis model. Further data collection and external validation are required to strengthen and improve its performance in real-world settings.