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Effectiveness, facilitators and barriers of digital mental health services for First Nations Peoples in Australia: A systematic scoping review. 澳大利亚第一民族数字心理健康服务的有效性、促进因素和障碍:系统范围审查。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-12-17 DOI: 10.2196/80386
Siyu Zhai, Andrew Goodman, Anthony C Smith, Sandra Diminic, Xiaoyun Zhou

Background: First Nations peoples in Australia experience inequitable mental health outcomes and service access. Digital mental health (DMH) services, which refer to offering mental health services through digital platforms, are considered potential solutions to address such mental health service inequities and improve First Nations Australians' mental health outcomes. However, evidence on the effectiveness of DMH for First Nations Peoples in Australia is yet to be synthesised.

Objective: This systematic scoping review aimed to fill this gap, and to identify the facilitators and barriers that influence the implementation of DMH services in this context.

Methods: A systematic search was conducted across six academic databases to search for studies related to DMH services for First Nations Peoples in Australia. Search terms relating to First Nations Peoples, geographic terminologies of Australia, mental health, and digital mental health services were used. Studies were included if they assessed the effectiveness, or determinants of facilitators and barriers of implementing digital mental health interventions among First Nations people in Australia. Data were extracted based on study design, targeted services, and research findings, then synthesised using a thematic analysis framework.

Results: In total, 22 studies met the inclusion criteria. DMH services were used to provide support, treatment, and psychological assessments for First Nations Australians. Evidence of effectiveness was stronger for non-severe mental health conditions. Determinants of facilitators and barriers of the implementation of DMH services included: (i) organisational and administrative factors; (ii) cultural appropriateness; (iii) accessibility; (iv) integration of DMH services to the existing health system; (v) engagement between clients and service providers; (vi) coverage of different conditions and clients; (vii) acceptability to DMH services; (viii) digital literacy, and (ix) efficiency.

Conclusions: Evidence on the use of digital mental health (DMH) services for First Nations Australians remains heterogeneous in study design and outcome measurement. DMH services appear most effective for managing non-severe mental health conditions. Successful implementation requires multi-level structural support, including policy and organisational commitment, enhanced digital infrastructure, workforce training and engagement, and the design of culturally responsive DMH models to improve uptake and equitable access to mental health care among First Nations Australians.

Clinicaltrial:

背景:澳大利亚原住民的心理健康结果和获得服务的机会不公平。数字心理健康(DMH)服务指的是通过数字平台提供心理健康服务,被认为是解决这种心理健康服务不平等问题和改善土著澳大利亚人心理健康结果的潜在解决方案。然而,关于DMH对澳大利亚第一民族的有效性的证据还有待综合。目的:本系统的范围审查旨在填补这一空白,并确定在此背景下影响DMH服务实施的促进因素和障碍。方法:在六个学术数据库中进行系统搜索,以搜索与澳大利亚第一民族DMH服务相关的研究。使用了与第一民族、澳大利亚地理术语、心理健康和数字心理健康服务相关的搜索词。如果研究评估了在澳大利亚原住民中实施数字心理健康干预措施的有效性或促成因素的决定因素和障碍,则将其纳入研究。根据研究设计、目标服务和研究结果提取数据,然后使用主题分析框架进行综合。结果:共有22项研究符合纳入标准。DMH服务被用来为澳大利亚原住民提供支持、治疗和心理评估。对于非严重的精神健康状况,有效性的证据更强。DMH服务实施的促进因素和障碍的决定因素包括:(i)组织和行政因素;(ii)文化适宜性;(3)易访问性;(iv)将DMH服务纳入现有卫生系统;(v)客户与服务提供商之间的合作;(vi)不同条件和客户的覆盖范围;(vii) DMH服务的可接受性;(viii)数字素养,以及(ix)效率。结论:关于第一民族澳大利亚人使用数字心理健康(DMH)服务的证据在研究设计和结果测量方面仍然存在差异。DMH服务似乎对管理非严重精神健康状况最有效。成功的实施需要多层次的结构支持,包括政策和组织承诺、加强数字基础设施、劳动力培训和参与,以及设计符合文化的精神卫生保健模式,以改善土著澳大利亚人接受和公平获得精神卫生保健的机会。临床试验:
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引用次数: 0
Obesity Prevention and Reduction in China Using the Social Media Platform WeChat: Scoping Review. 中国使用社交媒体平台b微信预防和减少肥胖:范围审查。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-12-11 DOI: 10.2196/65538
Yinuo Wang, Xuxiu Zhuang, Samantha Sundermeir, Joel Gittelsohn
<p><strong>Background: </strong>Digital interventions for obesity have demonstrated efficacy in obesity prevention and management. The emergence of smartphones and ubiquitous apps such as WeChat represents potential modality to enhance the reach, sustainability, and cost-effectiveness of such interventions. By the end of the first quarter of 2024, WeChat had approximately 1.36 billion monthly active users, accounting for 96.5% of China's population. The use of this platform for obesity interventions has been validated in multiple Chinese trials, most published in Chinese language journals.</p><p><strong>Objective: </strong>We aim to synthesize the existing evidence on obesity interventions delivered through WeChat to generate implications for future intervention design and development, thereby reaching an international audience.</p><p><strong>Methods: </strong>We conducted a scoping review of PubMed and China National Knowledge Infrastructure using search terms including "WeChat," "obesity," "weight," "BMI," "waist circumference," "hip circumference," "waist-to-hip ratio," "body fat," "skin fold thickness," and these Chinese equivalents "weixin," "feipang," "tizhong," "tizhongzhishu," "yaowei," "tunwei," "yaotunbi," "tizhi," and "pizhehoudu." We included only original research studies, theses, or dissertations with measurable outcomes that used WeChat functions as intervention strategies. Study quality was assessed using the National Institutes of Health Quality Assessment Tool, with specific tools selected based on study design. Descriptive statistics were applied, with categorical variables summarized as frequencies and percentages (n, %) to report study distribution.</p><p><strong>Results: </strong>Our scoping review based on PubMed and China National Knowledge Infrastructure identified 665 initial records, among which 43 studies met eligibility criteria and were included for data extraction to characterize intervention details. Results indicated effectiveness in 86.0% (37/43) of studies, with WeChat-assisted obesity interventions achieving significant short- and long-term weight loss measured by objective outcomes (body weight, BMI, waist circumference, hip circumference, waist-to-hip ratio, and body fat percentage). However, formative research informing intervention design was insufficient. Common methodological limitations included lack of randomization and blinding (42/43, 97.7%) and unreported intervention compliance metrics (39/43, 92.0%). Functionally, interventions primarily used "WeChat group" and "Official Account"-public accounts that provide health education, diet or physical activity logging, and other features.</p><p><strong>Conclusions: </strong>Overall, WeChat represents a promising platform for obesity interventions; however, current apps fail to leverage its full features (eg, online payment and live streaming). Key limitations include methodological heterogeneity and cultural specificity, which were addressed through narrati
背景:数字干预在肥胖预防和管理方面已经证明了有效性。智能手机和微信等无处不在的应用程序的出现,代表了增强此类干预措施覆盖面、可持续性和成本效益的潜在模式。截至2024年第一季度末,b微信的月活跃用户约为13.6亿,占中国人口的96.5%。该平台对肥胖干预的使用已在多个中国试验中得到验证,其中大多数发表在中文期刊上。目的:我们旨在综合通过微信提供的肥胖干预措施的现有证据,为未来干预措施的设计和开发提供启示,从而达到国际受众。方法:我们对PubMed和中国国家知识基础设施进行了范围审查,使用搜索词包括“微信”,“肥胖”,“体重”,“BMI”,“腰围”,“臀围”,“腰臀比”,“体脂”,“皮肤折叠厚度”,以及这些中文对等词“微胖”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“肥瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”,“瘦瘦”和“瘦瘦”。我们只纳入了具有可测量结果的原始研究、论文或论文,这些研究使用微信函数作为干预策略。使用美国国立卫生研究院质量评估工具评估研究质量,并根据研究设计选择特定工具。采用描述性统计,分类变量总结为频率和百分比(n, %)来报告研究分布。结果:我们基于PubMed和中国国家知识基础设施的范围审查确定了665项初始记录,其中43项研究符合资格标准,并纳入数据提取以表征干预细节。结果显示86.0%(37/43)的研究有效,通过客观结果(体重、BMI、腰围、臀围、腰臀比和体脂率)衡量,微信辅助肥胖干预实现了显著的短期和长期体重减轻。然而,为干预设计提供信息的形成性研究还不够。常见的方法学局限性包括缺乏随机化和盲法(42/43,97.7%)和未报告的干预依从性指标(39/43,92.0%)。在功能上,干预措施主要使用“微信组”和“官方账户”——提供健康教育、饮食或体育活动记录和其他功能的公共账户。结论:总体而言,微信代表了一个很有前景的肥胖干预平台;然而,目前的应用程序未能充分利用其全部功能(例如,在线支付和直播)。主要的限制包括方法的异质性和文化特殊性,这是通过按研究类型分层的叙事综合来解决的。未来的研究应纳入形成阶段,并使用更严格的方法,如随机对照试验,通过这种方式优化干预设计和交付。
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引用次数: 0
Predicting Age-Related Hearing Loss in Community-Dwelling Older Adults: Multicenter Retrospective Cohort Study. 预测社区老年人年龄相关性听力损失:多中心回顾性队列研究。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-12-10 DOI: 10.2196/81135
Jing Li, Shuai Jin, Liu Sun, Jun-E Liu, Qiang Shen, Miao Shang, Hanting Wang, Yuanyuan Zhao

Background: Age-related hearing loss (ARHL) is associated with severe negative outcomes, including social isolation, depression, and cognitive decline. Despite this, routine ARHL screening is often neglected in primary care due to low awareness, resource limitations, and inefficiencies. A practical risk assessment tool could effectively address this gap.

Objective: This study aims to develop and validate a user-friendly nomogram for identifying older adults at high risk of ARHL in community settings, thereby facilitating targeted screening and timely interventions.

Methods: This multicenter retrospective cohort study included 34,983 older adults from 3 primary health care centers in Beijing (January 2020 to October 2023). Data from center A (n=18,707) were used for model development, with external validation performed on cohorts from center B (n=11,008) and center C (n=5268). Least absolute shrinkage and selection operator and logistic regression identified the final predictors. Model performance was evaluated using discrimination, calibration, and decision curve analysis, leading to the development of an online nomogram.

Results: In the training cohort (center A), 1177 participants (6.3%) had hearing loss. Six key predictors were identified: age, education, exercise frequency, physical function, dietary habits, and hypertension. The multivariate logistic regression model demonstrated good discrimination in internal validation (area under the curve [AUC] 0.806, 95% CI 0.782-0.831; sensitivity 0.774; specificity 0.820). External validation confirmed its generalizability (AUC 0.720, 95% CI 0.670-0.771 and AUC 0.747, 95% CI 0.712-0.782). Decision curve analysis highlighted a substantial clinical net benefit. A user-friendly online prediction web page was also developed.

Conclusions: We successfully developed and validated a dynamic, online nomogram for predicting ARHL in older adults. Comprising 6 readily available predictors, this model shows potential as a practical, online tool for proactive risk identification in primary care. However, further validation in larger and more diverse populations is essential to confirm its generalizability and real-world clinical utility.

背景:年龄相关性听力损失(ARHL)与严重的负面结果相关,包括社会孤立、抑郁和认知能力下降。尽管如此,由于认识不足、资源限制和效率低下,常规ARHL筛查在初级保健中经常被忽视。一个实用的风险评估工具可以有效地解决这一差距。目的:本研究旨在开发和验证一种用户友好的nomogram方法,用于识别社区环境中ARHL高风险的老年人,从而促进有针对性的筛查和及时的干预。方法:本多中心回顾性队列研究纳入了北京3个初级卫生保健中心的34983名老年人(2020年1月至2023年10月)。来自A中心(n=18,707)的数据用于模型开发,并对来自B中心(n=11,008)和C中心(n=5268)的队列进行外部验证。最小绝对收缩和选择算子和逻辑回归确定了最终的预测因子。使用判别、校准和决策曲线分析来评估模型性能,从而形成在线nomogram。结果:在培训队列(A中心)中,1177名参与者(6.3%)有听力损失。确定了六个关键预测因素:年龄、教育程度、运动频率、身体功能、饮食习惯和高血压。多因素logistic回归模型在内部验证中具有良好的判别性(曲线下面积[AUC] 0.806, 95% CI 0.782-0.831;敏感性0.774;特异性0.820)。外部验证证实了其普遍性(AUC 0.720, 95% CI 0.670-0.771, AUC 0.747, 95% CI 0.712-0.782)。决策曲线分析强调了实质性的临床净收益。还开发了一个用户友好的在线预测网页。结论:我们成功开发并验证了预测老年人ARHL的动态在线nomogram。该模型包含6个现成的预测因子,显示出作为初级保健中主动风险识别的实用在线工具的潜力。然而,在更大和更多样化的人群中进一步验证是必不可少的,以确认其普遍性和现实世界的临床应用。
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引用次数: 0
Digital Health for Australia: Bridging the Rural, Regional, and Remote Health Gap. 澳大利亚的数字健康:弥合农村、地区和远程健康差距。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-12-02 DOI: 10.2196/67460
Shakeel Mahmood, M Mamun Huda, Kedir Yimam Ahmed, Thapa Subash, Feleke Hailemichael Astawesegn, Anayochukwu Edward Anyasodor, Mohammad Ali Moni, Muhammad J A Shiddiky, Utpal K Mondal, Setognal Birara Aychiluhm, Santosh Giri, Allen Ross

In rural Australia, recent trends reveal an exponential increase in the rates of physical inactivity, central obesity, metabolic syndrome, and cancer in the population. The limited rural health workforce, which is struggling to meet this growing burden, is boosted by digital technologies such as My Health Record, Cardihab, Healthdirect, and MindSpot, all of which offer opportunities for improved diagnostics, monitoring, and management of chronic diseases. However, implementing proven digital health technologies in rural communities has been challenging on numerous fronts. This perspective aims to (1) highlight the rural health gap and propose a way forward in implementing evidence-based digital health technologies in the rural, regional, and remote communities of Australia and (2) guide future rural health policy.

在澳大利亚农村,最近的趋势显示,人口中缺乏身体活动、中枢性肥胖、代谢综合征和癌症的发病率呈指数级增长。有限的农村卫生人力正在努力应对这一日益增长的负担,而My health Record、Cardihab、Healthdirect和MindSpot等数字技术则推动了这一进程,所有这些技术都为改进慢性病的诊断、监测和管理提供了机会。然而,在农村社区实施经过验证的数字卫生技术在许多方面都具有挑战性。这一视角旨在(1)突出农村卫生差距,并提出在澳大利亚农村、地区和偏远社区实施循证数字卫生技术的前进方向;(2)指导未来的农村卫生政策。
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引用次数: 0
Impact of the COVID-19 Pandemic on Contraceptive Services at Selected Primary Health Care Facilities in India, Nigeria, and Tanzania: Cross-Sectional Study. COVID-19大流行对印度、尼日利亚和坦桑尼亚选定初级卫生保健机构避孕服务的影响:横断面研究
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-12-02 DOI: 10.2196/59874
Rita Kabra, Beena Joshi, Ester Elisaria, Tanimola Makanjuola Akande, Komal Preet Allagh, Adesola Olumide, Deepti Tandon, Ranjan Prusty, Mary Ramesh, Donat Shamba, Bhavya Mk, Shabana Khan, James Kiarie

Background: The COVID-19 pandemic disrupted sexual and reproductive health services, including family planning (FP) and contraceptive services. The World Health Organization conducted a multicountry study in India, Nigeria, and Tanzania to determine the impact of the pandemic on the health system's readiness to provide contraception services and trends in contraceptive uptake.

Objective: This study aimed to determine the status, availability, and health facility readiness to provide contraceptive services and to compare trends in contraceptive uptake before and during the pandemic.

Methods: This cross-sectional study was conducted by the Indian Council of Medical Research-National Institute of Research in Reproductive and Child Health (India), the University of Ilorin Teaching Hospital (Nigeria), and the Ifakara Health Institute (Tanzania). A total of 50 primary health facilities (11 in India, 6 in Nigeria, and 33 in Tanzania) were evaluated using a standardized facility assessment questionnaire, completed by the most knowledgeable senior health care provider or administrator at the facility. Monthly data on service utilization and contraceptive availability were collected to capture trends before and during the COVID-19 pandemic. Data were collected from May to August 2022. The study received ethical and scientific approval from the World Health Organization Ethics Review Committee and Research Project Review Panel and national regulatory bodies. Key outcomes included availability of FP guidelines and tools, service disruptions including contraceptive and abortion services, stock-outs, reasons for service disruptions, and mitigation measures to sustain service deliveries. Descriptive analysis was used to summarize the key trends and patterns.

Results: Health facilities in all three countries reported shortages of various contraceptives. Contraceptive services were partially disrupted in 91% facilities in India, 83% facilities in Nigeria, and 43% facilities in Tanzania. Abortion services were partially disrupted in all surveyed facilities offering these services in India and Nigeria and in 26.7% of facilities in Tanzania. Client visits declined in health facilities in 2020 compared to 2019 in India (30%) and Nigeria (11%), with a gradual recovery thereafter. In contrast, Tanzania experienced a 1% decline in client visits in 2020. Readiness measures such as telemedicine, task shifting, community outreach, triaging, and patient redirection were implemented to minimize service disruptions.

Conclusions: This study provides crucial insights into the challenges posed by the COVID-19 pandemic on contraceptive services and the measures taken to alleviate them. The findings can help countries to better prepare to prevent the disruption of FP and contraceptive services in future pandemics or emergencies.

背景:2019冠状病毒病大流行扰乱了性健康和生殖健康服务,包括计划生育和避孕服务。世界卫生组织在印度、尼日利亚和坦桑尼亚进行了一项多国研究,以确定大流行对卫生系统提供避孕服务的准备程度和避孕药具使用趋势的影响。目的:本研究旨在确定提供避孕服务的状况、可得性和卫生机构的准备情况,并比较大流行之前和期间避孕措施的使用趋势。方法:本横断面研究由印度医学研究委员会-国家生殖和儿童健康研究所(印度)、伊洛林大学教学医院(尼日利亚)和伊法卡拉卫生研究所(坦桑尼亚)进行。使用标准化设施评估问卷对总共50个初级卫生设施(印度11个、尼日利亚6个、坦桑尼亚33个)进行了评估,问卷由设施中知识最渊博的高级卫生保健提供者或管理人员完成。每月收集有关服务利用和避孕措施可得性的数据,以掌握COVID-19大流行之前和期间的趋势。数据收集于2022年5月至8月。该研究获得了世界卫生组织伦理审查委员会和研究项目审查小组以及国家监管机构的伦理和科学批准。主要成果包括计划生育准则和工具的提供、避孕和堕胎服务等服务中断、缺货、服务中断的原因以及维持服务提供的缓解措施。使用描述性分析来总结主要趋势和模式。结果:所有三个国家的保健设施都报告各种避孕药具短缺。印度91%的设施、尼日利亚83%的设施和坦桑尼亚43%的设施的避孕服务部分中断。在接受调查的印度和尼日利亚所有提供堕胎服务的机构以及坦桑尼亚26.7%的机构中,堕胎服务部分中断。与2019年相比,2020年印度(30%)和尼日利亚(11%)的医疗机构客户访问量有所下降,此后逐步恢复。相比之下,坦桑尼亚的客户访问量在2020年下降了1%。实施了远程医疗、任务转移、社区外展、分诊和病人重定向等准备措施,以尽量减少服务中断。结论:本研究对COVID-19大流行对避孕服务构成的挑战以及采取的缓解措施提供了重要见解。研究结果可以帮助各国更好地做好准备,防止计划生育和避孕服务在未来大流行或紧急情况下中断。
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引用次数: 0
Streamlining Ophthalmic Documentation With Anonymized, Fine-Tuned Language Models: Feasibility Study. 精简眼科文件与匿名,微调语言模型:可行性研究。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-11-26 DOI: 10.2196/72894
Sebastian Arens, Quang Vinh Ngo, Anna Richling, Lucas Stürzbecher, Daniel Böhringer, Thomas Reinhard, Felix Heilmeyer
<p><strong>Background: </strong>The growing administrative burden on clinicians, particularly in medical documentation, contributes to burnout and may compromise patient safety. Recent advancements in generative artificial intelligence (AI) offer a promising solution to improve documentation processes and address these challenges.</p><p><strong>Objective: </strong>This study aims to evaluate the feasibility of using a fine-tuned OpenAI Curie model to automate the generation of medical report summaries (epicrises) in ophthalmology. By assessing the model's performance through human and automated evaluations, this study seeks to determine its potential for reducing clinician workload while ensuring accuracy, usefulness, and compliance with regulatory requirements.</p><p><strong>Methods: </strong>A data set of around 60,000 anonymized medical letters was created using a custom algorithm to comply with General Data Protection Regulation guidelines. The Curie model was fine-tuned on this data set to generate epicrises from medical histories, diagnoses, and findings. The performance evaluation involved various human assessments and automated evaluations from 2 large language models (LLMs).</p><p><strong>Results: </strong>In the clinical context, 49.9% (384/769) of epicrises were evaluated as helpful or excellent, whereas only 25% (194/769) were considered disturbing. In a human (manual) evaluation, formal correctness was rated significantly higher than the neutral midpoint of 2.5 on the 4-point rating scale, as determined by a 1-sample Wilcoxon signed-rank test (mean 3.59, SD 0.85; W=1686; P<.001). Using paired t tests, we found a significant reduction in time, as correcting an AI epicrisis was faster than manually writing one (mean 109.52, SD 53.30 vs mean 54.25, SD 63.34 s; t<sub>68</sub>=3.39; P<.01). While medical accuracy and usefulness showed positive trends, these did not reach statistical significance when compared to the neutral midpoint (for medical accuracy, W= 7456; P=.08), for usefulness, W=7652.5; P=.18). Epicrises generated or corrected with AI were significantly shorter than manually written ones (mean 330.43, SD 115.42 vs mean 501.07, SD 243.50 characters; t<sub>68</sub>=-6.10; P<.001). Automated LLM assessments showed alignment with human ratings, with over 52% (356/679) and 66% (489/743) of responses in the top agreement categories, respectively. This supports overall consistency, though the comparison remains a proof of concept given methodological limitations.</p><p><strong>Conclusions: </strong>Our study demonstrates the technical and practical feasibility of introducing fine-tuned commercial LLMs into clinical practice. The AI-generated epicrises were formally and clinically correct in many cases and showed time-saving potential. While medical accuracy and usefulness varied across cases and should be focused on in further developments, a significant workload reduction is likely. Our anonymization process showed that regulatory ch
背景:临床医生日益增加的行政负担,特别是在医疗文件方面,导致职业倦怠,并可能危及患者安全。生成式人工智能(AI)的最新进展为改进文档流程和应对这些挑战提供了一个有希望的解决方案。目的:本研究旨在评估使用微调的OpenAI居里模型自动生成眼科医学报告摘要(epicrises)的可行性。通过人工和自动评估评估模型的性能,本研究试图确定其在确保准确性、实用性和符合法规要求的同时减少临床医生工作量的潜力。方法:使用自定义算法创建了大约60,000封匿名医疗信件的数据集,以遵守通用数据保护条例指南。居里模型在此数据集上进行了微调,以从病史、诊断和发现中生成epicepices。性能评估包括各种人工评估和来自2个大型语言模型(llm)的自动评估。结果:在临床环境中,49.9%(384/769)的外翻被评价为有益或优秀,而只有25%(194/769)的外翻被认为是令人不安的。在人类(手动)评估中,通过1样本Wilcoxon符号秩检验,形式正确性的评分明显高于4分制量表中2.5的中性中点(平均值3.59,SD 0.85; W=1686; P68=3.39; P68=-6.10; P68)。结论:我们的研究证明了将微调的商业llm引入临床实践的技术和实践可行性。人工智能生成的epicrise在许多情况下是正式和临床正确的,并显示出节省时间的潜力。虽然医疗准确性和有用性因病例而异,在进一步发展中应重点关注,但可能会大大减少工作量。我们的匿名化过程表明,可以有效地处理人工智能患者数据背景下的监管挑战。总之,本研究强调了基于变革的法学硕士在减少医疗保健管理任务方面的承诺。它概述了将法学硕士纳入欧盟临床实践的管道,强调需要仔细实施以确保效率和患者安全。
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引用次数: 0
Enhancing Recruitment of Adolescents Aged 16-18 Years in a Web-Based Peer Network Study Through Financial Reimbursements: Randomized Controlled Trial. 通过经济补偿加强网络同伴网络研究中16-18岁青少年的招募:随机对照试验。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-11-25 DOI: 10.2196/70223
Sarah Eddy, Rachel Sacks-Davis, Michelle Raggatt, Cassandra Wright, Paul Dietze, Margaret Hellard, Jane Hocking, Megan S C Lim
<p><strong>Background: </strong>Peers are known to influence the health behaviors and attitudes of adolescents, yet recruitment of these networks is challenging. Previous studies have used web-based respondent-driven sampling methods to recruit this population, yet none have experimentally investigated the impact of financial reimbursements.</p><p><strong>Objective: </strong>This study aimed to (1) compare the effectiveness of two financial reimbursement strategies for recruiting adolescents and their peer networks and (2) explore factors associated with successfully recruiting peers.</p><p><strong>Methods: </strong>A parallel-design randomized controlled trial was conducted in which participants (seeds) were randomly allocated to a fixed cash reimbursement (control) or scaled reimbursement (experimental) group as a strategy to be recruited into a web-based peer network study. Seeds aged 16 to 18 years were recruited through social media advertisements and an online student panel. They completed a web-based survey, which assessed eligibility and included questions about their friends (peers). Allocation occurred through a survey platform using a simple randomization method. In the fixed group, all participants in a peer network received AUD $5 (US $3.29); in the scaled group, all participants in a peer network received an additional AUD $5 (US $3.29) per peer who successfully completed the survey (up to AUD $30 each [US $19.72]). Participants and researchers were not blinded to intervention groups. The primary outcome was recruitment of peers to complete the web-based survey (proportion of nominated peers). The number of peers recruited was a secondary outcome. In secondary analyses, we identified peer-, relationship-, and seed-level variables associated with successfully recruiting peers.</p><p><strong>Results: </strong>Of 463 seeds allocated to an intervention (scaled n=221 and fixed n=242), 319 (68.9%) had complete data for analysis (scaled n=157, 71% and fixed n=162, 67%). A total of 11.9% of seeds successfully referred peers (18.5% scaled group and 5.6% fixed group). Those in the scaled reimbursement intervention were 3.80 times more likely to successfully recruit their peers than those in the fixed reimbursement intervention (proportion ratio 3.80, 95% CI 1.78-8.09). Similarly, the average number of peers recruited differed by 0.19 (95% CI 0.11-0.28) per seed between the scaled and fixed intervention groups. Peer recruitment success was similar regardless of the gender, age, education level, and network size of seeds or the gender, age, and closeness of peers. Seeds recruited through social media were more likely to successfully recruit their nominated peers than those recruited through a research panel (proportion ratio 2.20, 95% CI 1.06-4.55).</p><p><strong>Conclusions: </strong>Scaled reimbursements resulted in significantly greater recruitment of peers than fixed reimbursements; however, the total number of peers recruited was low. Grea
背景:众所周知,同伴会影响青少年的健康行为和态度,但这些网络的招募是具有挑战性的。以前的研究使用基于网络的受访者驱动的抽样方法来招募这一人群,但没有一个实验研究了财务报销的影响。目的:本研究旨在(1)比较两种财务补偿策略在招募青少年及其同伴网络中的有效性;(2)探索成功招募同伴的相关因素。方法:采用平行设计随机对照试验,将参与者(种子)随机分配到固定现金报销组(对照组)或比例报销组(实验组),作为招募策略,纳入基于网络的对等网络研究。16至18岁的种子是通过社交媒体广告和在线学生小组招募的。他们完成了一项基于网络的调查,该调查评估了他们的资格,并包括了关于他们的朋友(同龄人)的问题。通过调查平台使用简单的随机化方法进行分配。在固定组中,对等网络中的所有参与者都获得了5澳元(3.29美元);在缩放组中,每个成功完成调查的同伴网络中的所有参与者都获得了额外的5澳元(3.29美元)(每人最多30澳元[19.72美元])。参与者和研究人员并没有对干预组视而不见。主要结果是招募同行完成基于网络的调查(被提名同行的比例)。招募同伴的数量是次要的结果。在二次分析中,我们确定了与成功招募同伴相关的同伴、关系和种子水平变量。结果:分配到干预组的463个种子(比例n=221,固定n=242)中,有319个种子(比例n=157, 71%,固定n=162, 67%)具有完整的分析资料,占68.9%。共有11.9%的种子成功转介同伴,其中缩放组18.5%,固定组5.6%。比例补偿干预组成功招募同伴的可能性是固定补偿干预组的3.80倍(比例比3.80,95% CI 1.78 ~ 8.09)。同样,在规模干预组和固定干预组之间,每个种子平均招募的同伴数相差0.19 (95% CI 0.11-0.28)。无论性别、年龄、教育水平、种子的网络规模或性别、年龄、同伴的亲密程度如何,同伴招聘的成功率都是相似的。通过社交媒体招募的种子比通过研究小组招募的种子更有可能成功招募到他们提名的同伴(比例比2.20,95% CI 1.06-4.55)。结论:按比例报销比固定报销显著增加了同行的招聘;然而,被招募的同行总数很低。通过社交媒体进行更大的价值激励和更强的初始招募,可能需要招募大量的朋友网络。
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引用次数: 0
The Mediating Role of Depression in the Effect of Psychological Well-Being on the Self-Rated Health and Quality of Life of Older Adults: Cross-Sectional Study. 抑郁在老年人心理健康对自评健康和生活质量影响中的中介作用:横断面研究
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-11-04 DOI: 10.2196/57731
Meng Zhang, Ping Zhang, Qiu Xiang, Xiaopan Li, Suqin Xu

Background: A growing body of evidence has identified that people's physical health could influence self-rated health and quality of life (QoL). However, only focusing on physical health is not adequate for the well-being of older adults. Studies focusing on the impact of psychological well-being on self-rated health and QoL are still rare.

Objective: This study aimed to identify the mediating effect of depression on the association between psychological well-being and self-rated health and QoL to comprehensively understand the relationship between them.

Methods: We used a cross-sectional study design and secondary data analysis from the Chinese Longitudinal Healthy Longevity Survey of 2017 to 2018. Path analysis was applied to examine the research questions.

Results: A large sample of 8839 older adults was included. Among them, more positive affect was found among those who were younger and had more years of schooling, higher household income, greater social security and social insurance, lower depression levels, and higher self-rated health levels. Depression had a partial mediation effect of psychological well-being on self-rated health and QoL, which explained 36% of the total variance (R2=0.36). In addition, psychological well-being had a statistically significant direct effect on self-rated health and QoL (β=0.290; P<.001).

Conclusions: Our results indicate that psychological well-being had both direct and indirect effects on self-rated health and QoL. Depression was an important mediator that regulated the effect pathway in older adults.

背景:越来越多的证据表明,人们的身体健康可以影响自我评价的健康和生活质量(QoL)。然而,仅仅关注身体健康对老年人的健康是不够的。关注心理健康对自评健康和生活质量影响的研究仍然很少。目的:探讨抑郁症在心理健康、自评健康和生活质量之间的中介作用,以全面了解它们之间的关系。方法:采用横断面研究设计,并对2017 - 2018年中国纵向健康寿命调查的二次数据进行分析。应用通径分析对研究问题进行检验。结果:纳入了8839名老年人的大样本。其中,年龄较小、受教育年限较长、家庭收入较高、社会保障和社会保险水平较高、抑郁程度较低、自评健康水平较高的人,其积极影响程度更高。抑郁对自评健康和生活质量有部分中介作用,解释了总方差的36% (R2=0.36)。此外,心理健康对自评健康和生活质量有显著的直接影响(β=0.290);结论:心理健康对自评健康和生活质量有直接和间接的影响。抑郁是调节老年人效应通路的重要中介。
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引用次数: 0
Association of Modifiable Lifestyle and Metabolic Factors With the Risk of Developing Sepsis: 2-Sample Mendelian Randomized Study. 可改变的生活方式和代谢因素与脓毒症发生风险的关联:两样本孟德尔随机研究
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-11-03 DOI: 10.2196/72244
Haifeng Lv, Jing Liu, Yelin Cao, Weina Fan, Guojie Shen, Feifei Wang, Qingqing Ye, Xiaoliang Wu, Kaijin Xu

Background: Sepsis is a life-threatening condition characterized by organ dysfunction resulting from dysregulated host response to infections. Approximately 48.9 million people worldwide are diagnosed with sepsis annually, leading to 11 million deaths and representing 19.7% of all global deaths. No specific, effective treatments for sepsis, which has a poor prognosis, are available.

Objective: The study aimed to systematically explore the association between genetically predicted modifiable risk factors and sepsis.

Methods: Univariable 2-sample Mendelian randomization (MR) analysis was performed to explore the association between 30 modifiable risk factors (12 lifestyle, 3 educational and psychological, and 15 metabolic factors) and sepsis. Heterogeneity was evaluated using the Cochran Q analysis. Sensitivity analyses were conducted using the MR-Egger regression intercept tests and leave-one-out analyses. Additionally, multivariable MR analyses were performed to adjust for genetic associations between the instruments and obesity.

Results: Genetically predicted smoking (odds ratio [OR] 1.20, 95% CI 1.06-1.36; P=.005), a higher number of cigarettes smoked daily (OR 1.70, 95% CI 1.29-2.23; P<.001), a higher overall health rating (OR 2.19, 95% CI 1.61-2.98; P<.001), BMI (OR 1.50, 95% CI 1.38-1.63; P<.001), waist circumference (OR 1.70, 95% CI 1.53-1.89; P<.001), whole body fat mass (OR 1.50, 95% CI 1.37-1.64; P<.001), trunk fat mass (OR 1.48, 95% CI 1.36-1.62; P<.001), arm fat mass (OR 1.57, 95% CI 1.43-1.71; P<.001), and leg fat mass (OR 1.69, 95% CI 1.51-1.90; P<.001) were associated with increased sepsis risk. However, light physical activity (OR 0.26, 95% CI 0.08-0.83; P=.03), higher education attainment (OR 0.52, 95% CI 0.40-0.67; P<.001), and high-density lipoprotein cholesterol (OR 0.91, 95% CI 0.84-0.98; P=.02) exhibited protective effects against sepsis. Using a multivariate analysis of obesity traits, the waist circumference (OR 2.16, 95% CI 1.18-3.96; P=.01) was an independent risk factor of sepsis.

Conclusions: Our study demonstrated that genetic predictors of lifestyle (smoking and physical activity), educational level, and metabolic factors (waist circumference and high-density lipoprotein cholesterol) exhibited a causal association with sepsis risk. Future research should further investigate the underlying mechanisms of these associations to inform more effective preventive strategies against sepsis.

背景:败血症是一种危及生命的疾病,其特征是由于宿主对感染反应失调而导致器官功能障碍。全世界每年约有4890万人被诊断为败血症,导致1100万人死亡,占全球总死亡人数的19.7%。对于预后不良的败血症,目前尚无具体有效的治疗方法。目的:本研究旨在系统探讨遗传预测的可改变危险因素与脓毒症的关系。方法:采用单变量双样本孟德尔随机化(MR)分析,探讨30个可改变的危险因素(12个生活方式因素,3个教育和心理因素,15个代谢因素)与败血症的关系。采用Cochran Q分析评估异质性。使用MR-Egger回归截距检验和留一分析进行敏感性分析。此外,还进行了多变量磁共振分析,以调整仪器与肥胖之间的遗传关联。结果:遗传预测吸烟(比值比[OR] 1.20, 95% CI 1.06-1.36; P= 0.005),每天吸烟较多(比值比[OR] 1.70, 95% CI 1.29-2.23;结论:我们的研究表明,生活方式(吸烟和体育活动)、教育水平和代谢因素(腰围和高密度脂蛋白胆固醇)的遗传预测因子与败血症风险有因果关系。未来的研究应进一步调查这些关联的潜在机制,以提供更有效的预防败血症的策略。
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引用次数: 0
Factors Predicting Information Overload During the COVID-19 Pandemic in the Digital Age: Longitudinal Study. 数字时代COVID-19大流行期间预测信息过载的因素:纵向研究。
IF 1.9 Q3 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-10-30 DOI: 10.2196/67098
Hiroko Okada, Tsuyoshi Okuhara, Takahiro Kiuchi

Background: The human capacity to process information is limited. During the COVID-19 pandemic, people were exposed to a large amount of uncertain and complex health information. This situation made some people experience perceived information overload, which made them unable to adopt appropriate preventive behaviors.

Objective: This study aimed to examine the individual characteristics, abilities, and attention to informational media that predict the perception of information overload during a pandemic.

Methods: We conducted a longitudinal study with 2 time points, August 2020 and August 2021, among residents of Japan under a COVID-19 emergency declaration. The sample had the same proportions for sex, age, and prefecture as the general Japanese population. We used a web-based survey to measure sociodemographic characteristics, health literacy (HL), attention to 6 different types of information channels, and participants' perception of information overload. Hierarchical multiple regression analysis was conducted with information overload as the objective variable.

Results: A total of 784 participants responded to the survey at both time points, with a follow-up rate of 78.4% (784/1000). Hierarchical multiple regression analysis showed that younger age (β=-0.084, 95% CI -0.142 to -0.013), male sex (β=-0.163, 95% CI -0.008 to -0.003), lower HL (β=-0.084, 95% CI -0.114 to -0.011), paying less attention to television news (β=-0.118, 95% CI -0.038 to -0.001), and paying greater attention to social media (β=0.089, 95% CI 0.000-0.027) significantly predicted information overload 1 year after exposure to information during the pandemic.

Conclusions: Public health communicators should aim to provide concise and understandable information in consideration of a target population that is vulnerable to information overload during a pandemic. A high level of attention to social media may increase the perception of information overload. By contrast, HL may reduce the cognitive load in information processing. Providing an environment during normal periods that allows people to develop the skills to critically interpret health information will help them to prepare for future infodemics.

背景:人类处理信息的能力是有限的。在2019冠状病毒病大流行期间,人们接触到大量不确定和复杂的健康信息。这种情况使一些人感受到信息过载,这使他们无法采取适当的预防行为。目的:本研究旨在研究在大流行期间预测信息过载感知的个体特征、能力和对信息媒体的关注。方法:我们在2019冠状病毒病紧急声明下的日本居民中进行了一项纵向研究,时间点为2020年8月和2021年8月。该样本在性别、年龄和地区的比例与日本总人口的比例相同。我们使用基于网络的调查来测量社会人口学特征、健康素养(HL)、对6种不同类型信息渠道的关注以及参与者对信息过载的感知。以信息过载为目标变量进行层次多元回归分析。结果:两个时间点共有784名参与者回应了调查,随访率为78.4%(784/1000)。分层多元回归分析显示,年龄较小(β=-0.084, 95% CI为-0.142 ~ -0.013)、男性(β=-0.163, 95% CI为-0.008 ~ -0.003)、HL水平较低(β=-0.084, 95% CI为-0.114 ~ -0.011)、较少关注电视新闻(β=-0.118, 95% CI为-0.038 ~ -0.001)、更多关注社交媒体(β=0.089, 95% CI为0.000 ~ 0.027)在大流行期间接触信息1年后显著预测信息过载。结论:考虑到在大流行期间易受信息过载影响的目标人群,公共卫生传播者应致力于提供简明易懂的信息。对社交媒体的高度关注可能会增加对信息过载的感知。与此相反,HL可能会降低信息加工中的认知负荷。在正常时期提供一种环境,使人们能够培养批判性地解释卫生信息的技能,这将有助于他们为未来的信息流行病做好准备。
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Interactive Journal of Medical Research
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