Consensus-based recommendations for the development and expansion of palliative day care clinics in Germany: results of a Delphi study.

BACKGROUND: Needs-based, patient-oriented palliative care includes palliative day care clinics as a specialized semi-inpatient care offer. However, the establishment and development of these facilities has been unsystematic. Research is needed to strengthen their transparency and ensure their accessibility, quality, and structural adequacy. A national Delphi study was conducted to generate appropriate recommendations for the establishment and development of palliative day care clinics in Germany. METHODS: Recommendations were formulated from focus group data on the development and expansion of palliative day care clinics in Germany. Experts on in- and outpatient palliative care rated 28 recommendations for relevance and feasibility, respectively, using a 4-point Likert-type scale. Suggestions for improvement were captured via free text comments. Items were considered consented when more than 80% of the experts scored them 4 (strongly agree) or 3 (somewhat agree), regarding both relevance and feasibility. RESULTS: A total of 23 experts (32% response rate) completed three Delphi rounds. Following the first round, 10 of 28 recommendations were revised according to participants' comments; 1 recommendation was rejected. After the second round, 3 of these 10 recommendations were revised, while 3 were rejected. Consensus was achieved after the third round for 22 of the initial recommendations. CONCLUSIONS: The Delphi-consented recommendations provide a basis for the targeted evidence- and needs-based development of palliative day care clinics. The findings show a need for standards setting and the meaningful integration of these clinics into existing structures. TRIAL REGISTRATION: The present study was prospectively registered on April 20, 2020, with the German Clinical Trials Register (DRKS00021446).

Palliative Care Practices and Knowledge of Home Care Nurses in Saudi Arabia: A Cross-Sectional Study.

Palliative Care (PC) is an interdisciplinary specialty focused on relieving symptoms and optimizing quality of life for people living with serious illnesses and their families. A great need for PC exists in Saudi Arabia due to its aging population and prevalence of cancer and other chronic diseases. Home healthcare can make PC more accessible to patients, but clinicians must be equipped with the PC knowledge and skills to perform their roles. This study was a descriptive, correlational examination of PC practices and knowledge of home care nurses recruited from military hospitals in Saudi Arabia. We surveyed participants using the Palliative Care Quiz for Nursing (PCQN) and the Modified Global Home Health Nursing Care Assessment Questionnaire. The mean PCQN score was 8.40, indicating low levels of PC knowledge. A nurses' demographic and physical, spiritual, religious, cultural, linguistic, ethical, and legal aspects of care revealed significant associations. Given the low levels of PC knowledge and skills, we recommend focusing on education, training, and research. Universities should review their curriculum to ensure PC content. Hospitals should provide training programs focused on all aspects of PC, specifically emotional and spiritual, without limiting training to physical aspects of care. Future research is also needed to inform policy in this area.

Opioid Therapy for Cancer Pain in Vietnam: Knowledge, Attitudes, and Perceived Barriers Among Health Care Professionals, Policymakers, and Regulators.

PURPOSE: We aimed to assess knowledge, attitudes, and perceived barriers among health care professionals (HCPs), policymakers, and regulators in Vietnam related to opioid therapy for cancer pain. METHODS: We conducted a cross-sectional study in Vietnam from June to August 2022. Participants completed a questionnaire on their demographic characteristics, knowledge and attitudes toward opioid therapy, and barriers to accessing opioids for cancer pain. RESULTS: Two hundred seven HCPs and 15 policymakers/regulators completed the questionnaire. Poor knowledge about opioids in cancer pain was found in 63.3% of HCPs and 80.0% of policymakers/regulators. Poor knowledge was associated with a lack of training in cancer pain management or palliative care (PC; prevalence ratio [PR], 1.14 [95% CI, 1.04 to 1.24]). Negative attitudes toward opioid therapy in cancer pain were held by 64.7% of HCPs and 80.0% of policymakers/regulators. Negative attitudes were associated with the unavailability of oral morphine in the workplace (PR, 1.10 [95% CI, 1.01 to 1.20]). The most common major barriers reported were the absence of national policy on pain management and PC (34.7%), inadequate training in opioid use for cancer pain (33.8%), lockdown of health facilities during the COVID-19 pandemic (32.4%), limited opioid availability in local health facilities (32.4%), and excessively restrictive regulation of opioid dispensing in pharmacies (32.4%). CONCLUSION: This study found a knowledge deficit and negative attitudes toward opioid therapy for cancer pain among HCPs and policymakers/regulators. Improving education and training in opioid therapy is essential. Recognizing major barriers can guide strategies to enhance safe opioid accessibility for cancer pain management in Vietnam.

Anticancer therapy at end-of-life: A retrospective cohort study.

BACKGROUND: A significant proportion of patients with incurable cancer receive systemic anticancer therapy (SACT) within their last 30 days of life (DOL). The treatment has questionable benefit, nevertheless is considered a quality indicator of end-of-life (EOL) care. This retrospective cohort study aims to investigate the rates and potential predictors of SACT and factors associated with SACT within the last 30 DOL. The study also evaluates the scope of Eastern Cooperative Oncology Group (ECOG) performance status and the modified Glasgow prognostic score (mGPS) as decision-making tools for oncologists. PATIENTS AND MATERIAL: This review of medical records included 383 patients with non-curable cancer who died between July 2018 and December 2019. Descriptive statistics with Chi-squared tests and regression analysis were used to identify factors associated with SACT within the last 30 DOL. RESULTS: Fifty-seven (15%) patients received SACT within the last 30 DOL. SACT within 30 last DOL was associated with shorter time from diagnosis until death (median 234 days vs. 482, p = 0.008) and ECOG score < 3 30 days prior to death (p = 0.001). Patients receiving SACT during the last 30 DOL were more likely to be hospitalised and die in hospital. ECOG and mGPS score were stated at start last line of treatment only in 139 (51%) and 135 (49%) respectively. INTERPRETATION: Those with short time since diagnosis tended to receive SACT more frequently the last 30 DOL. The use of mGPS as a decision-making tool is modest, and there is lack in documentation of performance status.

Prognostic awareness and prognostic information preferences among advanced cancer patients in Kenya.

BACKGROUND:  Cancer is the third leading cause of death in Kenya. Yet, little is known about prognostic awareness and preferences for prognostic information. AIM:  To assess the prevalence of prognostic awareness and preference for prognostic information among advanced cancer patients in Kenya. SETTING:  Outpatient medical oncology and palliative care clinics and inpatient medical and surgical wards of Moi Teaching and Referral Hospital (MTRH) in Eldoret, Kenya. METHODS:  The authors surveyed 207 adults with advanced solid cancers. The survey comprised validated measures developed for a multi-site study of end-of-life care in advanced cancer patients. Outcome variables included prognostic awareness and preference for prognostic information. RESULTS:  More than one-third of participants (36%) were unaware of their prognosis and most (67%) preferred not to receive prognostic information. Increased age (OR = 1.04, 95% CI: 1.02, 1.07) and education level (OR: 1.18, CI: 1.08, 1.30) were associated with a higher likelihood of preference to receive prognostic information, while increased symptom burden (OR= 0.94, CI: 0.90, 0.99) and higher perceived household income levels (lower-middle vs low: OR= 0.19; CI: 0.09, 0.44; and upper middle- or high vs low: OR= 0.22, CI: 0.09, 0.56) were associated with lower odds of preferring prognostic information. CONCLUSION:  Results reveal low levels of prognostic awareness and little interest in receiving prognostic information among advanced cancer patients in Kenya.Contribution: Given the important role of prognostic awareness in providing patient-centred care, efforts to educate patients in Kenya on the value of this information should be a priority, especially among younger patients.

Palliative care in the emergency department: An observational study of doctors in KwaZulu-Natal.

BACKGROUND:  The World Health Organization advocates the early, appropriate provision of palliative care (PC) to patients throughout the life course. Patient consultations to the emergency department (ED) have been recognised as opportunities to initiate or optimise their PC needs. This study aimed to assess the knowledge of and attitudes towards PC among doctors at emergency physician staffed EDs in KwaZulu-Natal, South Africa. METHODS:  A cross-sectional survey was conducted between November 2021 and February 2022 for doctors employed out at emergency physician staffed EDs in KwaZulu-Natal, South Africa, using the validated Palliative Care Attitude and Knowledge questionnaire. The variables assessed were the self-rated and basic knowledge and attitudes towards core domains of PC. Ordinal data were compared using the t-test or ANOVA as appropriate, using MedCalc® Statistical Software version 22.009. RESULTS:  Of the 39 participants, the scores for the knowledge questions showed that 15.3% participants had good knowledge, 53.8% had fair knowledge and 30.7% had poor knowledge. Participants had either favourable (58.8%) or an uncertain (41.0%) attitude towards PC. No correlation was seen between the knowledge and attitudes scores (Spearman's rho = 0.13, 95% CI -0.19 to 0.43, p = 0.43). CONCLUSION:  There appears to be a deficit in knowledge of PC among doctors in the ED and a need for in-service training in PC for emergency care physicians.Contribution: This study provides new knowledge around PC practices at EDs in KwaZulu-Natal, South Africa.

How to approach patients and families at the end of life.

Healthcare practitioners are regularly faced with treating patients at the end of their life, and this can be very daunting. This article hopes to help the practitioner have an approach to managing end-of-life care that makes it less distressing. The symptoms at the end-of-life include delirium and/or agitation, breathing changes, skin changes, sleeping more, decrease in need for food and drink, incontinence, and increased secretions. These symptoms are discussed and practical ways of management are given. The article further discusses how to approach the difficult conversation with the family and gives guidance as to what needs to be discussed. A number of tips are discussed on how to prepare the family to handle a death at home. It is essential to look at coping mechanisms and selfcare for practitioners dealing with end-of-life care as the death of a patient not only affects the family but also the practitioner.

Children with palliative care needs - the landscape of the nordic countries.

BACKGROUND: To strengthen palliative care for children in the Nordic countries, an updated status of current needs, resources, clinical services, education, and research is necessary to align and consolidate future research. A Nordic research collaboration initiative for children with palliative care needs was assembled in 2023. Building on this initiative, this paper presents an overview of pediatric palliative care (PPC) in the Nordic countries' (a) population characteristics, (b) care models and setting of care, (c) education and training, and (d) research. METHODS: The Nordic initiative researchers collaboratively gathered and assessed available data on the characteristics of PPC within Denmark, Finland, Greenland, Iceland, Norway, the Faroe Islands, Sweden, and Åland. Data were compiled in a matrix with population characteristics, models- and setting of care, education and training, and areas of research in a Nordic context. The findings are narratively and descriptively presented, providing an overview of Nordic PPC. RESULTS: In total, the Nordic child population comprises around six million children (0-19 years), of which about 41.200 are estimated to be living with a life-limiting and/or life-threatening condition. Healthcare services are provided through various care models, ranging from specialized care to homecare settings. Overall, there remain few opportunities for education and training with some exceptions. Also, Nordic research within PPC has been shown to be a growing field although much remains to be done. CONCLUSION: This overview is the first outline of the current PPC in Nordic countries. Although some differences remain important to acknowledge, overall, the strengths and challenges faced within PPC in the Nordic countries are comparable and call for joint action to increase evidence, services, and education to better serve the children, families, and healthcare personnel within PPC. Despite the varying structural premises for PPC, research endeavors aiming to provide evidence in this field seem increasing, timely and relevant for the Nordic countries, as well as the international context.

Intraperitoneal chemotherapy for peritoneal metastases of gastric origin: a systematic review and meta-analysis.

BACKGROUND: Gastric cancer with peritoneal metastases is associated with a dismal prognosis. Normothermic catheter-based intraperitoneal chemotherapy and normothermic pressurized intraperitoneal aerosol chemotherapy (PIPAC) are methods to deliver chemotherapy intraperitoneally leading to higher intraperitoneal concentrations of cytotoxic drugs compared to intravenous administration. We reviewed the effectiveness and safety of different methods of palliative intraperitoneal chemotherapy. METHODS: Embase, MEDLINE, Web of Science and Cochrane were searched for articles studying the use of repeated administration of palliative intraperitoneal chemotherapy in patients with gastric cancer and peritoneal metastases, published up to January 2024. The primary outcome was overall survival. RESULTS: Twenty-three studies were included, representing a total of 999 patients. The pooled median overall survival was 14.5 months. The pooled hazard ratio of the two RCTs using intraperitoneal paclitaxel and docetaxel favoured the intraperitoneal chemotherapy arm. The median overall survival of intraperitoneal paclitaxel, intraperitoneal docetaxel and PIPAC with cisplatin and doxorubicin were respectively 18.4 months, 13.2 months and 9.0 months. All treatment methods had a relatively safe toxicity profile. Conversion surgery after completion of intraperitoneal therapy was performed in 16% of the patients. CONCLUSIONS: Repeated intraperitoneal chemotherapy, regardless of method of administration, is safe for patients with gastric cancer and peritoneal metastases. Conversion surgery after completion of the intraperitoneal chemotherapy is possible in a subset of patients.

Psychotropic Medication Prescriptions for Home-Based Palliative Care Oncology Patients.

Objective: To examine the complexities of psychotropic medication prescription in home-based palliative care for oncology patients.Methods: A retrospective analysis of 125 medical records of patients receiving palliative home care for cancer was conducted at a tertiary hospital, with a specific focus on the prescription patterns of psychotropic medications. The data were collected in September 2023.Results: Among 125 cases, the mean age was 64.4 ± 14.9 years, with 50.4% females. Breast cancer (14.4%) and lung cancer (13.6%) were the most common diagnoses. Psychotropic medication was administered to 35.2% of patients. Treatment was initiated by palliative care doctors in 75% of cases, while psychiatrists handled 25%. Medication selection was predominantly symptom driven (63%), with anxiety prompting benzodiazepine prescriptions in 50% of cases, depression resulting in antidepressant use in 22%, and psychosis leading to antipsychotic treatment in 18%. Specific diagnoses were the target in only 36% of prescriptions, with delirium (27%) being the most prevalent, followed by depression and bipolar disorder. Benzodiazepines were the most commonly prescribed class of medications (56.8%), with clonazepam being the most prevalent (40.9%), followed by alprazolam and lorazepam (15.9%). Atypical antipsychotics made up 43.1% of prescriptions, with quetiapine being the most frequently prescribed (34%), along with olanzapine and risperidone (11%). Antidepressants accounted for 31.8% of prescriptions, including selective serotonin reuptake inhibitors at 18% and mirtazapine and amitriptyline at 6% each. Haloperidol, a typical antipsychotic, was prescribed in 13.6% of cases. Polypharmacy was observed in 35.6% of patients.Conclusion: In palliative home care, psychotropic medications are frequently prescribed by palliative doctors primarily for symptom management, with limited psychiatric consultations and challenges in accessing psychological evaluations. Collaborative efforts among regional or institutional medical bodies, including psychiatrists, psychologists, palliative doctors, and social workers, are needed to establish ethical guidelines for appropriate and effective psychotropic prescription.Prim Care Companion CNS Disord 2024;26(2):23m03668. Author affiliations are listed at the end of this article.

Understanding caregiver burden and quality of life in Kerala's primary palliative care program: a mixed methods study from caregivers and providers' perspectives.

BACKGROUND: Family caregivers are vital for long-term care for persons with serious health-related suffering in Kerala. Long-term caregiving and ageing may become burdensome and detrimental to patients and caregivers. We compared the caregiver burden and quality-of-life of ageing caregivers with younger caregivers. We also explored the palliative care nurses' perceptions of the family caregivers' issues. METHODS: We did a mixed method study focusing on two groups: (i) three in-depth interviews and a cross-sectional survey among 221 caregivers of palliative care patients in five randomly selected panchayats (most peripheral tier of three-tier local self-government system in India concerned with governance of a village or small town) of Kollam district, Kerala, as part of development and validation of the Achutha Menon Centre Caregiver Burden Inventory; (ii) five in-depth interviews with purposively selected primary palliative care nurses as part of a study on local governments and palliative care. We used a structured interview schedule to collect cross-sectional data on sociodemographic and caregiving-related characteristics, caregiver burden, and health-related quality of life using the EuroQol EQ5D5L and interview guidelines on caregiver issues tailored based on participant type for qualitative interviews. RESULTS: Older caregivers comprised 28.1% of the sample and had significantly poorer health and quality-of-life attributes. More senior caregivers experiencing caregiver burden had the lowest mean scores of 0.877 (Standard deviation (SD 0.066, 95% confidence intervals (CI) 0.854-0.899) followed by younger caregivers with high burden (0.926, SD 0.090, 95% CI 0.907-0.945), older caregivers with low burden (0.935, SD 0.058, 95% CI 0.912-0.958) and younger caregivers with low burden (0.980, SD 0.041, 95% CI 0.970-0.990). Caregivers faced physical, psychological, social, and financial issues, leading to a caregiver burden. The relationships between the palliative care nurses and family caregivers were complex, and nurses perceived caregiver burden, but there were no specific interventions to address this. CONCLUSION: In our study from Kollam, Kerala, three out of ten caregivers of palliative care patients were 60 years of age or older. They had significantly lower health-related quality of life, particularly if they perceived caregiver burden. Despite being recognized by palliative care nurses, caregiver issues were not systematically addressed. Further research and suitable interventions must be developed to target such problems in the palliative care programme in Kerala.

Barriers and drivers of public engagement in palliative care, Scoping review.

BACKGROUND: The integral model of Palliative Care recognizes the community as essential element in improving quality of life of patients and families. It is necessary to find a formula that allows the community to have a voice. The aim of this scoping review is to identify barriers and facilitators to engage community in PC. METHODS: Systematic search was conducted in NICE, Cochrane Library, Health Evidence, CINAHL and PubMed database. KEYWORDS: Palliative care, End of life care, community networks, community engagement, public engagement, community participation, social participation, barriers and facilitators. RESULTS: Nine hundred seventy-one results were obtained. Search strategy and inclusion criteria yielded 13 studies that were read in detail to identify factors influencing community engagement in palliative care, categorized into: Public health and public engagement; Community attitudes towards palliative care, death and preferences at the end of life; Importance of volunteers in public engagement programs; Compassionate communities. CONCLUSION: Societal awareness must be a facilitated process to catalyse public engagement efforts. National policy initiatives and regional system support provide legitimacy and focus is essential for funding. The first step is to get a sense of what is important to society, bearing in mind cultural differences and to channel those aspects through health care professionals; connecting the most assistential part with community resources. The process and long-term results need to be systematically evaluated.

Grasping the meaning of perinatal palliative care for the multiprofessional team.

OBJECTIVE: To grasp the meaning of perinatal palliative care for the multidisciplinary team. METHODS: This is a qualitative study guided by content analysis. The study included 56 health professionals working in maternal and child units of a public university hospital. A semi-structured interview was conducted, which was recorded and subsequently fully transcribed. The collection took place from June 2018 to May 2019. Data were entered and exported to Atlas ti: The Qualitative Date Analysis & Research Software, version 23.1.1.0. RESULTS: Four thematic categories emerged from the data analysis: palliative care and eligible public in the view of professionals; communication between family and team in decision-making; assistance in palliative care; humanized care. CONCLUSIONS: The professionals think of palliative care in Perinatology in a similar way and perceive the difficulties of communication with the family and decision-making. They agree that it is necessary to provide greater support to the family, and to provide comfort measures, either for the non-viable fetus or for the baby eligible for palliative care.

Triggers of intensive care patients with palliative care needs from nurses' perspective: a mixed methods study.

PURPOSE: Triggers have been developed internationally to identify intensive care patients with palliative care needs. Due to their work, nurses are close to the patient and their perspective should therefore be included. In this study, potential triggers were first identified and then a questionnaire was developed to analyse their acceptance among German intensive care nurses. METHODS: For the qualitative part of this mixed methods study, focus groups were conducted with intensive care nurses from different disciplines (surgery, neurosurgery, internal medicine), which were selected by convenience. Data were analysed using the "content-structuring content analysis" according to Kuckartz. For the quantitative study part, the thus identified triggers formed the basis for questionnaire items. The questionnaire was tested for comprehensibility in cognitive pretests and for feasibility in a pilot survey. RESULTS: In the qualitative part six focus groups were conducted at four university hospitals. From the data four main categories (prognosis, interprofessional cooperation, relatives, patients) with three to 15 subcategories each could be identified. The nurses described situations requiring palliative care consults that related to the severity of the disease, the therapeutic course, communication within the team and between team and patient/relatives, and typical characteristics of patients and relatives. In addition, a professional conflict between nurses and physicians emerged. The questionnaire, which was developed after six cognitive interviews, consists of 32 items plus one open question. The pilot had a response rate of 76.7% (23/30), whereby 30 triggers were accepted with an agreement of ≥ 50%. CONCLUSION: Intensive care nurses see various triggers, with interprofessional collaboration and the patient's prognosis playing a major role. The questionnaire can be used for further surveys, e.g. interprofessional triggers could be developed.

Transformative Peer Connections: Early Experiences From the ASCO Palliative Care Community of Practice.

The integration of palliative care into routine oncology practice is the standard of care by most leading cancer organizations. Palliative medicine helps to deliver higher quality of care at a lower cost. However, there are barriers to implementing palliative oncology at many institutions for myriad reasons. In this article, we discuss an innovative strategy that ASCO implemented called the Communities of Practice (CoP). We share our experiences as the Palliative Care CoP and how our group seeks to develop processes and structures to collectively promote systemic change and enhance palliative care delivery for people with cancer. Our Palliative Care CoP engages with senior leaders, administrators, and those in power to achieve a shared vision of delivering holistic health care for people with serious illness. We continue to evolve to meet our members' growing needs by addressing eight main domains: (1) increasing palliative care education and resources; (2) creating opportunities for global palliative care research; (3) providing peer mentorship and community building; (4) engaging with patient advocates; (5) supporting and developing interdisciplinary teams; (6) assisting with professional development and identity formation, especially for trainees and early career faculty; (7) extending our outreach through social media; and (8) enhancing the clinical practice of palliative oncology. The ASCO CoP has been a vital forum to realize ASCO's mission of conquering cancer and advancing the Art and Science of Cancer Care: From Comfort to Cure.

Knowledge, attitudes and practices of critical care unit personnel regarding pediatric palliative care: a cross-sectional study.

BACKGROUND: Few studies have evaluated the perceptions of healthcare providers in China regarding pediatric palliative care, particularly in critical care units (PICUs), where many children receive palliative care. To evaluate the knowledge, attitudes and practices of PICU personnel in China regarding pediatric palliative care. METHODS: This cross-sectional study was conducted in five cities in China (Shanghai, Suzhou, Chongqing, Chengdu and Yunnan) between November 2022 and December 2022. RESULTS: The analysis included 204 participants (122 females), with 158 nurses and 46 physicians. The average knowledge, attitude and practice scores were 9.75 ± 2.90 points (possible range, 0-13 points), 38.30 ± 3.80 points (possible range, 12-60 points) and 35.48 ± 5.72 points (possible range, 9-45 points), respectively. Knowledge score was higher for physicians than for nurses (P < 0.001) and for personnel with previous training in pediatric palliative care (P = 0.005). According to structural equation modelling knowledge had a direct positive effect on attitude (ß = 0.69 [0.28-1.10], p = 0.001), and indirect on practice (ß = 0.82 [0.36-1.28], p < 0.001); attitude had significant effect on practice as well (ß = 1.18 [0.81-1.56], p < 0.001). CONCLUSIONS: There is room for improvement in the knowledge, attitudes and practices of PICU personnel in China regarding pediatric palliative care. The findings of this study may facilitate the design and implementation of targeted education/training programs to better inform physicians and nurses in China about pediatric palliative care.

Towards proactive palliative care in oncology: developing an explainable EHR-based machine learning model for mortality risk prediction.

BACKGROUND: Ex-ante identification of the last year in life facilitates a proactive palliative approach. Machine learning models trained on electronic health records (EHR) demonstrate promising performance in cancer prognostication. However, gaps in literature include incomplete reporting of model performance, inadequate alignment of model formulation with implementation use-case, and insufficient explainability hindering trust and adoption in clinical settings. Hence, we aim to develop an explainable machine learning EHR-based model that prompts palliative care processes by predicting for 365-day mortality risk among patients with advanced cancer within an outpatient setting. METHODS: Our cohort consisted of 5,926 adults diagnosed with Stage 3 or 4 solid organ cancer between July 1, 2017, and June 30, 2020 and receiving ambulatory cancer care within a tertiary center. The classification problem was modelled using Extreme Gradient Boosting (XGBoost) and aligned to our envisioned use-case: "Given a prediction point that corresponds to an outpatient cancer encounter, predict for mortality within 365-days from prediction point, using EHR data up to 365-days prior." The model was trained with 75% of the dataset (n = 39,416 outpatient encounters) and validated on a 25% hold-out dataset (n = 13,122 outpatient encounters). To explain model outputs, we used Shapley Additive Explanations (SHAP) values. Clinical characteristics, laboratory tests and treatment data were used to train the model. Performance was evaluated using area under the receiver operating characteristic curve (AUROC) and area under the precision-recall curve (AUPRC), while model calibration was assessed using the Brier score. RESULTS: In total, 17,149 of the 52,538 prediction points (32.6%) had a mortality event within the 365-day prediction window. The model demonstrated an AUROC of 0.861 (95% CI 0.856-0.867) and AUPRC of 0.771. The Brier score was 0.147, indicating slight overestimations of mortality risk. Explanatory diagrams utilizing SHAP values allowed visualization of feature impacts on predictions at both the global and individual levels. CONCLUSION: Our machine learning model demonstrated good discrimination and precision-recall in predicting 365-day mortality risk among individuals with advanced cancer. It has the potential to provide personalized mortality predictions and facilitate earlier integration of palliative care.

Multidisciplinary Standards and Evolving Therapies for Patients With Pancreatic Cancer.

Pancreatic ductal adenocarcinoma (PDA) is a challenging disease that presents at an advanced stage and results in many symptoms that negatively influence patients' quality of life and reduce their ability to receive effective treatment. Early implementation of expert multidisciplinary care with nutritional support, exercise, and palliative care for both early-stage and advanced disease promises to maintain or improve the patients' physical, social, and psychological well-being, decrease aggressive interventions at the end of life, and ultimately improve survival. Moreover, advances in treatment strategies in the neoadjuvant and metastatic setting combined with novel therapeutic agents targeting the key drivers of the disease are leading to improvements in the care of patients with pancreatic cancer. Here, we emphasize the multidisciplinary supportive and therapeutic care of patients with PDA, review current guidelines and new developments of neoadjuvant and perioperative treatments for localized disease, as well as the treatment standards and the evolving field of precision oncology and immunotherapies for advanced PDA.

The palliative care experience in Irish nursing homes during the COVID-19 pandemic: a survey of residents, family, and staff.

BACKGROUND: Nursing homes and other long-term care services account for a disparate share of COVID-19 cases and casualties worldwide. During COVID-19 there is a distinct need to preserve a holistic view of the wellbeing of residents of nursing homes, be mindful of their rights as citizens, and to be aware of protecting residents from infection. The delivery of health and social care throughout a pandemic must remain person-centred and adhere to a human rights-based approach. METHODS: This study aimed to capture nursing home residents, their families and staff's perspective of the nursing homes residents experience, approaches of staff and the nursing home environment. An online survey was distributed via stakeholder networks and online platforms across Ireland. This study was performed and reported in line with the Consensus-Based Checklist for Reporting of Survey Studies (CROSS). RESULTS: 25 residents, 42 family members and 51 staff completed the survey (n = 118). Across the domains measured all but one aspect scored above 50% (residents get up and go to bed when they want 41.5%) with the highest score of 89.1% scored for the nursing home is comfortable and well-kept. Results highlight evidence of positive experiences and endeavours to preserve social connections, residents were in a safe place cared for by staff who did their best in a difficult position and who went above and beyond their duty of care. However, some families reported poor communication, no internet connections, not enough phones or tablets, and that staff were busy and unable at times to assist residents who needed help using phones/tablets. CONCLUSION: This study highlights the importance of human rights and how they ought to inform and shape the advancement of public health advice and policy documents. Overall, nursing home residents, their families and staff reported favourably on the study measures. However, issues pertaining to communication are essential and there is a need to address issues such as the provision of accurate timely information, communication infrastructure and resources, and inconsistencies in communications. Of note is that while healthcare professionals have a duty to uphold the rights of nursing home residents, they themselves have human rights which must also be protected and supported.