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Understanding the Theoretical Limits of AI-Enabled Pathogen Design: Insights from a Delphi Study. 理解人工智能病原体设计的理论限制:来自德尔菲研究的见解。
Pub Date : 2025-12-16 eCollection Date: 2025-12-01
David Manheim, Adeline Williams, Casey Aveggio, Allison Berke

Concerns that artificial intelligence (AI) might enable pathogen design are increasing, but risks and timelines remain unclear. In this study, the authors present findings from a Delphi study designed to assess the near-term limits of AI-enabled biological design (AIxBio). Rather than forecasting specific risks, the authors' central objective was to identify which biological and AI-related constraints might serve as hard or persistent barriers to this specific misuse. To do so, they conducted two parallel Delphi elicitations, engaging experts in biology and AI to independently and comparatively evaluate the limits that each field faces. The authors asked participants in the study to assess the validity and applicability of a set of proposed constraints within the near-term future (from 2025 to 2027). The constraints included biological trade-offs, such as transmissibility and environmental stability, and technical challenges in data availability and AI model generalization. The overarching goal of this study is to inform policy and risk analysis by clarifying which scenarios fall outside the plausible envelope of near-future capabilities and which will remain impossible indefinitely. By focusing on what might be impossible or unlikely, this research can help refine the scope of biosecurity planning and improve the signal-to-noise ratio in discussions about AIxBio.

对人工智能(AI)可能使病原体设计成为可能的担忧正在增加,但风险和时间表仍不清楚。在这项研究中,作者介绍了一项德尔菲研究的结果,该研究旨在评估人工智能生物设计(AIxBio)的近期局限性。作者的中心目标不是预测具体的风险,而是确定哪些生物和人工智能相关的限制可能成为这种特定滥用的硬性或持久性障碍。为此,他们进行了两次平行的德尔菲问答,让生物学和人工智能专家独立、比较地评估每个领域面临的限制。作者要求研究参与者评估近期(2025年至2027年)一系列拟议约束的有效性和适用性。这些限制包括生物权衡,如传播性和环境稳定性,以及数据可用性和人工智能模型泛化方面的技术挑战。本研究的首要目标是通过澄清哪些情景超出了近期能力的合理范围,哪些情景将无限期地保持不可能,从而为政策和风险分析提供信息。通过关注可能不可能或不太可能的事情,这项研究可以帮助细化生物安全规划的范围,并提高有关AIxBio的讨论中的信噪比。
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引用次数: 0
Assessing Cumulative, Meaningful Benefits of Disease-Modifying Therapies Targeting Synucleinopathies: Conference Proceedings and Roadmap for Research. 评估针对突触核蛋白病的疾病修饰疗法的累积、有意义的益处:会议记录和研究路线图。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Claire E O'Hanlon, Sarah Schutz

This article summarizes the Workshop on Assessing Cumulative Benefits of Disease-Modifying Therapies (DMTs) Targeting Synucleinopathies, which was held in New York, N.Y., on November 18 and 19, 2024. This event was hosted by a coalition of nonprofit organizations and brought together representatives from academia, industry, and patient advocacy communities to discuss the cumulative, meaningful benefits of DMTs for synucleinopathies; to identify priorities for the field; and to explore opportunities for collaboration. Synucleinopathies, including Parkinson's disease, dementia with Lewy bodies, and multiple system atrophy, are neurodegenerative conditions that share underlying pathobiology and have many clinical similarities, including difficulties with movement, changes in cognition, sleep disturbances, and autonomic symptoms. Although there are some available symptomatic treatments for synucleinopathies, DMTs-medications that address the underlying biological processes of illness-are currently under development and might obtain regulatory approval in the near future. However, many other factors contribute to whether patients will have access to these novel therapies. Governments, private payers, clinicians, medical professional specialty societies, patients, and care partners think about meaningful benefits differently from regulators, who focus on safety and efficacy. The workshop attendees discussed these factors and considered next steps for understanding the benefits of DMTs for synucleinopathies.

本文总结了于2024年11月18日和19日在纽约举行的针对突触核蛋白病的疾病修饰疗法(dmt)累积获益评估研讨会。这次活动由一个非营利组织联盟主办,汇集了来自学术界、工业界和患者倡导团体的代表,讨论dmt对突触核蛋白病的累积、有意义的益处;确定外地的优先事项;探索合作的机会。突触核蛋白病,包括帕金森病、路易体痴呆和多系统萎缩,是神经退行性疾病,具有共同的潜在病理生物学和许多临床相似之处,包括运动困难、认知改变、睡眠障碍和自主神经症状。虽然目前有一些针对突触核蛋白病的对症治疗方法,但dmt——针对疾病潜在生物学过程的药物——目前仍在开发中,可能在不久的将来获得监管部门的批准。然而,许多其他因素会影响患者是否能够获得这些新疗法。政府、私人支付者、临床医生、医疗专业协会、患者和护理合作伙伴对有意义的利益的考虑与关注安全性和有效性的监管机构不同。研讨会与会者讨论了这些因素,并考虑了下一步了解dmt对突触核蛋白病的益处。
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引用次数: 0
Letter from the Editor. 编辑来信。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
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引用次数: 0
Understanding Trajectories of Screening for Adverse Childhood Experiences Among Clinics Serving Medi-Cal Beneficiaries. 了解在为医疗补助受益人服务的诊所中筛查不良儿童经历的轨迹。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Priya Gandhi, Joshua Breslau, Ryan K McBain, Jonathan S Levin, Avah Mousavi, Elizabeth Roth, Megan S Schuler, Ben Senator, Danielle Schlang, Nicole K Eberhart

In January 2020, Medi-Cal began reimbursing clinics for screening for and responding to adverse childhood experiences (ACEs) as part of an effort to promote trauma-informed health care (TIHC). Since that time, ACE screening and response has grown rapidly, but unevenly, across primary care clinics across the state. In this evaluation, the authors examine factors that have contributed to variation in ACE screening rates across clinics that serve Medi-Cal beneficiaries. By improving understanding of the reasons clinics differ in screening practices, the authors aim to help tailor and target efforts to promote continued growth in TIHC. This evaluation had two interrelated components. First, the authors used Medi-Cal claims data on screening-related reimbursements to identify groups of clinics with different screening trajectories. Second, they conducted qualitative interviews with clinic representatives in each of those trajectory groups about the factors that influenced their screening practices. Clinics were selected to ensure diversity with respect to region of the state, rural versus non-rural locations, Federally Qualified Health Centers (FQHCs) versus private clinics, and clinics with versus without pediatric providers. Screening was found to vary based on clinic location and the presence of a pediatric provider. Common barriers to screening included lack of awareness and concerns about the availability of referral resources. The authors make recommendations, based on their findings, for actions that address barriers to screening and TIHC for pediatric and adult primary care clinics serving Medi-Cal beneficiaries.

2020年1月,作为促进创伤知情医疗保健(TIHC)努力的一部分,Medi-Cal开始为筛查和应对不良童年经历(ace)的诊所提供报销。从那时起,ACE的筛查和反应迅速增长,但在全州的初级保健诊所中并不均衡。在这项评估中,作者研究了在为加州医保受益人服务的诊所中导致ACE筛查率变化的因素。通过提高对诊所在筛查实践中存在差异的原因的理解,作者旨在帮助定制和有针对性的努力,以促进TIHC的持续增长。这项评价有两个相互关联的组成部分。首先,作者使用Medi-Cal关于筛查相关报销的索赔数据来识别具有不同筛查轨迹的诊所组。其次,他们对每个轨迹组的诊所代表进行了定性访谈,了解影响他们筛查实践的因素。选择诊所是为了确保不同地区、农村与非农村地区、联邦合格医疗中心(FQHCs)与私人诊所、有儿科服务提供者与没有儿科服务提供者的诊所的多样性。发现筛查根据诊所位置和儿科提供者的存在而有所不同。筛查的常见障碍包括缺乏认识和对转诊资源的可用性的担忧。根据他们的发现,作者提出了建议,针对为医疗保险受益人服务的儿科和成人初级保健诊所的筛查和TIHC障碍采取行动。
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引用次数: 0
Strategies for Sustaining Emergency Care in the United States. 在美国维持紧急护理的策略。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Mahshid Abir, Brian Briscombe, Carl T Berdahl, Kirstin W Scott, Sydney Cortner, Daniel Wang, Rose Kerber, Wilson Nham

Over the past decade, much has changed in the emergency care landscape in the United States. Hospital-based emergency departments (EDs) and the health care professionals who provide care in them have been at the forefront of responding to the opioid and gun violence epidemics and the coronavirus pandemic, with reported increases in patient acuity and complexity. During the same time frame, there have been unsustainable declines in payment for emergency care, putting the viability of EDs at risk. The authors (1) assess the current value of emergency care, (2) evaluate challenges to sustaining emergency care, (3) measure trends in emergency care payment, and (4) identify alternate funding strategies for emergency care. To achieve these objectives, they sought expert input in the form of a study advisory board and conducted interviews and focus groups, a survey, case studies, an environmental scan of peer-reviewed and gray literature, and analysis of administrative data. The authors find that EDs offer many types of value to various stakeholders in the United States but that, because of the stresses EDs have faced over the past decade, the viability of emergency care as we know it is at risk. The authors offer policy actions that need to be taken on multiple fronts to preserve emergency care.

在过去的十年里,美国的急诊护理情况发生了很大的变化。医院急诊科(EDs)和在其中提供护理的卫生保健专业人员一直站在应对阿片类药物和枪支暴力流行病以及冠状病毒大流行的最前沿,据报道,患者的敏锐度和复杂性都有所增加。在同一时间段内,急诊费用出现了不可持续的下降,危及急诊科的生存。作者(1)评估急诊护理的当前价值,(2)评估维持急诊护理的挑战,(3)衡量急诊护理支付的趋势,以及(4)确定急诊护理的替代资金策略。为了实现这些目标,他们以研究顾问委员会的形式寻求专家意见,并进行了访谈和焦点小组、调查、案例研究、对同行评议文献和灰色文献进行环境扫描,以及对行政数据进行分析。作者发现,急诊科为美国的各种利益相关者提供了多种类型的价值,但由于急诊科在过去十年中面临的压力,我们所知道的急诊护理的可行性面临风险。作者提供了需要在多个方面采取的政策行动,以保持紧急护理。
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引用次数: 0
Health Services for Coast Guard Beneficiaries: Improving Access to Care for Active Duty Service Members, Reservists, Dependents, and Retirees. 海岸警卫队受益人的健康服务:改善现役服务成员、预备役人员、家属和退休人员获得护理的机会。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Catherine C Cohen, Edward W Chan, Patricia K Tong, Peggy G Chen, Jason Michel Etchegaray, Christina Freibott, Travis Hubble, Kyung Jin Kim, Candice Miller, Kristin J Leuschner, Teague Ruder

In this study, the authors evaluate access to health care services for U.S. Coast Guard beneficiaries (active duty service members, reservists, retirees, and dependents). The authors highlight challenges in obtaining timely care within standards set by the Defense Health Agency (DHA). The authors' analysis of health care appointment and enrollment data, alongside feedback from key stakeholders, reveals that access issues are a significant concern that may affect medical readiness. The study identifies data gaps that hinder effective understanding and resolution of access challenges. The authors emphasize the need for collaboration between the Coast Guard and DHA to identify and address locations with low access to care and monitor ongoing access issues. Additionally, the authors recommend implementing a systematic survey to better gauge beneficiaries' experiences, creating enhanced internal capabilities for tracking access, and addressing barriers specific to reservists and retirees. These capabilities and more-complete data will allow the Coast Guard to systematically determine when it should provide more care to beneficiaries organically to safeguard mission readiness. Effective health care access is crucial for the medical readiness of service members. The Coast Guard is responsible for the care of dependents and retirees. The findings of this study should be of interest to Coast Guard leadership and policymakers aiming to efficiently direct resources to support readiness.

在这项研究中,作者评估了美国海岸警卫队受益人(现役军人、预备役人员、退休人员和家属)获得医疗保健服务的机会。作者强调了在国防卫生局(DHA)制定的标准内获得及时护理的挑战。作者对医疗预约和登记数据的分析,以及主要利益相关者的反馈,表明获取问题是一个可能影响医疗准备的重大问题。该研究确定了阻碍有效理解和解决获取挑战的数据差距。作者强调需要海岸警卫队和DHA之间的合作,以确定和解决低获得护理的地点,并监测持续的访问问题。此外,作者建议实施一项系统的调查,以更好地衡量受益人的经历,建立更强的内部能力来跟踪访问,并解决预备役人员和退休人员特有的障碍。这些能力和更完整的数据将使海岸警卫队能够系统地确定何时应该为受益人提供更多的有机护理,以确保任务准备就绪。有效的卫生保健服务对服务人员的医疗准备至关重要。海岸警卫队负责照顾家属和退休人员。这项研究的结果应该引起海岸警卫队领导层和决策者的兴趣,他们的目标是有效地指导资源以支持战备。
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引用次数: 0
Psychiatric Advance Directives: A Review of the Evidence. 精神病学预先指示:证据回顾。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Alejandro Roa Contreras, Skye A Miner, Melissa Louise Harris-Gersten, Daniel Siconolfi, Nicole K Eberhart

Psychiatric advance directives (PADs) offer individuals with psychiatric conditions the opportunity to document their preferences for treatment and interactions during a mental health crisis before that crisis occurs. In completing a PAD, individuals are encouraged to identify and document their preferences for medication management, setting of care, points of contact, a decisionmaking surrogate, and ways of interacting with emergency response and health care teams. Although PADs have grown in popularity and their legality has been increasingly recognized in international contexts and among individual U.S. states, evidence regarding their use is not well synthesized or documented. In this environmental scan, the authors take a broad approach that combines evidence from systematic reviews, primary empirical literature, and grey literature to better understand the state of the evidence regarding implementing PADs in community, inpatient, and outpatient contexts. The authors sought to identify the potential and realized benefits of PADs, the barriers to the adoption and implementation of PADs, and promising practices for PAD implementation. This study summarizes those findings and can help inform future efforts to develop and implement PADs. Overall, PADs are a promising tool to improve care for individuals with serious mental illness; however, implementation requires clear legal guidance and clinician buy-in to ensure the effectiveness of PADs.

精神病学预先指示(pad)为患有精神疾病的个人提供了在精神健康危机发生之前记录他们对治疗的偏好和相互作用的机会。在完成PAD时,鼓励个人确定并记录他们对药物管理、护理设置、联络点、决策代理以及与应急反应和卫生保健团队互动的方式的偏好。尽管PADs越来越受欢迎,其合法性也在国际环境和美国各州得到越来越多的认可,但有关其使用的证据并没有很好地合成或记录。在这次环境扫描中,作者采用了一种广泛的方法,结合了系统综述、主要经验文献和灰色文献的证据,以更好地了解在社区、住院和门诊环境中实施pad的证据状况。作者试图确定PAD的潜在和实现的好处,采用和实现PAD的障碍,以及PAD实现的有希望的实践。本研究总结了这些发现,可以为今后开发和实施pad提供信息。总的来说,pad是一种很有前途的工具,可以改善对严重精神疾病患者的护理;然而,实施需要明确的法律指导和临床医生的支持,以确保PADs的有效性。
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引用次数: 0
Evaluation of the Early Impact of the UCLA/UCSF ACEs Aware Family Resilience Network (UCAAN). 加州大学洛杉矶分校/加州大学旧金山分校ace意识家庭弹性网络(UCAAN)的早期影响评估。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Joshua Breslau, Graham DiGuiseppi, Gabriela Alvarado, Avah Mousavi, Elizabeth Roth, Suzanne Perry, Priya Gandhi, Cristina Glave, Vanessa Miller, Nicole K Eberhart

The authors present results and recommendations based on an evaluation of the impact of the UCLA/UCSF ACEs Aware Family Resilience Network (UCAAN) on its goals of promoting screening for adverse childhood experiences (ACEs; for example, abuse and neglect) and trauma-informed health care (TIHC) for Medi-Cal beneficiaries. The authors found that UCAAN has had a major impact on the capacity of individual clinicians who treat Medi-Cal beneficiaries to provide TIHC, largely through the Becoming ACEs Aware (BAA) training program. The BAA course has trained and continues to train a significant proportion of Medi-Cal primary care clinicians, and the survey results indicate that the impact of the training on care and on patients is lasting. UCAAN's impact on system-level change has understandably been more gradual. There have been positive impacts, most clearly demonstrated by the fact that clinics have been reimbursed for providing ACE screening and response to more than 2 million Medi-Cal beneficiaries. However, Medi-Cal clinicians who have been trained to provide ACE screening and response indicate that they continue to face barriers to providing TIHC in the clinics in which they work. UCAAN is making important contributions to addressing these barriers. Most importantly, the pilot programs have made major contributions to knowledge of how ACE screening and response and TIHC more generally can be implemented throughout the health care system.

作者根据加州大学洛杉矶分校/加州大学旧金山分校ace意识家庭恢复力网络(UCAAN)对促进筛查不良童年经历(ace,例如虐待和忽视)和为Medi-Cal受益人提供创伤知情医疗(TIHC)的目标的影响进行了评估,并提出了结果和建议。作者发现,UCAAN对治疗Medi-Cal受益人的个体临床医生提供TIHC的能力产生了重大影响,主要是通过成为王牌意识(BAA)培训计划。BAA课程已经并将继续培训相当大比例的Medi-Cal初级保健临床医生,调查结果表明,培训对护理和患者的影响是持久的。可以理解,UCAAN对系统级变革的影响更为渐进。这已经产生了积极的影响,最明显的事实是,诊所为200多万加州医疗保险受益人提供ACE筛查和响应而获得了报销。然而,接受过ACE筛查和反应培训的Medi-Cal临床医生表明,他们在工作的诊所提供TIHC时仍然面临障碍。UCAAN正在为解决这些障碍作出重要贡献。最重要的是,试点项目对如何在整个医疗系统中更广泛地实施ACE筛查和反应以及TIHC的知识做出了重大贡献。
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引用次数: 0
Preventing Veteran Suicide: A Landscape Analysis of Existing Programs, Their Evidence, and What the Next Generation of Programs May Look Like. 预防退伍军人自杀:现有项目的景观分析,他们的证据,以及下一代项目可能会是什么样子。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Rajeev Ramchand, Ben Senator, Jordan P Davis, Wendy Hawkins, Lisa H Jaycox, Julia Lejeune, Whitney S Livingston, Alicia Revitsky Locker, Benjamin Trachik, Alison Athey

Preventing veteran suicide is a national priority for government, veteran advocacy groups, and the private sector. This attention has led many individuals and organizations to leverage their expertise to create, expand, or promote activities that they hope will prevent future deaths. While the number and array of diverse approaches reflect a nation committed to a common goal, they also can create confusion. Advances in technology also generate questions about the future of veteran suicide prevention. In this study, the authors analyze current and emerging activities to prevent veteran suicide. They introduce the RAND Suicide Prevention Activity Matrix, a framework that organizes current approaches, how they complement each other, how they might change, their evidence for preventing veteran suicide, and why they might (or might not) work. This framework places 26 categories of activities in a matrix based on whom the activity targets (the veteran directly, those who regularly interact with the veteran, or social influences) and what the activity is intended to accomplish (address social conditions, promote general well-being, address mental health symptoms, provide mental health supports, and prevent suicide crises). Entities committed to preventing veteran suicide and seeking to design evidence-informed, comprehensive suicide prevention strategies will benefit from the framework and evidence reviewed in this study, in addition to the recommendations the authors developed from these data.

防止退伍军人自杀是政府、退伍军人权益组织和私营部门的国家优先事项。这种关注导致许多个人和组织利用他们的专业知识来创建、扩展或促进他们希望能够防止未来死亡的活动。尽管各种方法的数量和种类反映了一个致力于共同目标的国家,但它们也可能造成混乱。技术的进步也带来了关于退伍军人自杀预防未来的问题。在这项研究中,作者分析了当前和新兴的防止退伍军人自杀的活动。他们介绍了兰德自杀预防活动矩阵,这是一个组织当前方法的框架,它们如何相互补充,它们如何改变,它们预防退伍军人自杀的证据,以及为什么它们可能(或可能不)起作用。该框架根据活动的目标(直接针对退伍军人、经常与退伍军人互动的人或受社会影响的人)和活动的目的(解决社会问题、促进普遍福祉、解决心理健康症状、提供心理健康支持和预防自杀危机),在矩阵中列出了26类活动。致力于预防退伍军人自杀并寻求设计循证综合自杀预防策略的实体将受益于本研究中审查的框架和证据,以及作者根据这些数据提出的建议。
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引用次数: 0
First Responder and Law Enforcement Mental Health and Wellness Research Development. 第一反应和执法心理健康和健康研究发展。
Pub Date : 2025-09-29 eCollection Date: 2025-09-01
Melissa M Labriola, Jill Portnoy Donaghy, Tiffany Keyes, Sarah Junghee Kang

Concerns about the physical health, mental health, and safety of first responders and law enforcement officers have been increasing for some time. The goal of this research is to synthesize evidence from the growing literature on mental health and wellness programs studied with law enforcement and first responder populations to help the U.S. Department of Homeland Security (DHS) identify and strengthen programs and policies and to conduct an evaluability assessment (EA) to provide direction for future research. This study presents findings from multiple research tasks, including a review of domestic and international literature on first responder wellness programs and interviews with key stakeholders in DHS about existing DHS wellness programs, wellness program implementation, and subsequent challenges. Authors conducted an EA of programs identified as potentially ready for evaluation in the stakeholder interviews. The authors of this study synthesized the findings from these tasks to develop a research agenda for future DHS wellness research efforts.

一段时间以来,对急救人员和执法人员的身体健康、精神健康和安全的担忧不断增加。本研究的目的是综合越来越多的关于心理健康和健康项目的文献证据,这些项目与执法人员和急救人员一起研究,以帮助美国国土安全部(DHS)确定和加强项目和政策,并进行可评估性评估(EA),为未来的研究提供方向。本研究提出了多个研究任务的结果,包括对国内和国际第一响应者健康计划的文献回顾,以及对国土安全部现有健康计划、健康计划实施和后续挑战的主要利益相关者的访谈。作者执行了一个确定为在涉众访谈中进行评估的潜在准备的程序EA。本研究的作者综合了这些任务的发现,为未来的国土安全部健康研究工作制定了研究议程。
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引用次数: 0
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Rand health quarterly
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