Journal of palliative medicine
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Context: Developing scalable methods for conversation analytics is essential for health care communication science and quality improvement. Purpose: To assess the feasibility of automating the identification of a conversational feature, Connectional Silence, which is associated with important patient outcomes. ⋯ For Emotional and Invitational subtypes, we observed sensitivities of 68% and 67%, and specificities of 95% and 97%, respectively. Conclusion: These findings support the capacity for coordinated and complementary ML methods to fully automate the identification of Connectional Silence in natural hospital-based clinical conversations.
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Background and Objective: A recent report indicated that metastases to other body organs commonly develop after stereotactic body radiation treatment for cure in patients with oligometastases (OGM) confined to one organ. This study was undertaken to determine if the presence of metastatic disease in two other visceral organs (TVO) in patients with conventionally treated brain metastases (BRM) was associated with poorer prognosis. Methods: This retrospective clinical investigation included 26 patients treated for palliation of OGM-BRM between May 1996 and February 2020. ⋯ Subgroup analysis correlating prognosis to the number of BRM (single vs. multiple) and OGM-BRM categories (synchronous vs. metachronous) failed to reveal a survival advantage favoring a certain subgroup. Conclusion: Although the evidence is speculative, we believe that an aggressive disease condition is more likely present in patients with OGM-BRM-TVO. With the notion of an overall poor survival, we suggest a more tailored, less or nonharmful management approach (i.e., palliative therapy or hospice) for this particular patient cohort.
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Background: State policy-making to address disparities in access to and quality of palliative care is increasing. Yet, there is no mechanism to systematically assess palliative care policies nationally. Methods: We describe the development of the Palliative Care Law and Policy GPS by the Center to Advance Palliative Care and the Yale Solomon Center for Health Law and Policy. ⋯ We developed the GPS by conducting a systematic search of Lexis+, LegiScan, and state health departments for palliative care-related statutes and proposed legislation, categorizing policies into workforce, payment, quality/standards, clinical skill-building, public awareness, telehealth, and pediatric palliative care, and creating an interactive website. Conclusions and Implications: The GPS is a critical tool that can advance palliative care research, practice, and policy. Next steps include the expansion of data from 2010 onward as well as gathering state-level regulations and partially automating search and updating functions.