preventive care

预防性护理
  • 文章类型: Journal Article
    美国预防服务工作组建议在2022年对儿童和青少年进行常规焦虑筛查。这项研究描述了在初级保健实践中常规焦虑筛查的可行性。它进一步检查了常规焦虑筛查对焦虑诊断和提供者行为的影响,在这种情况下,焦虑筛查是在国家指南之前五年实施的。在实施的第一年,大约80%的患者接受了筛查,17%的筛查结果为阳性。对阳性筛查患者的回顾性图表审查发现,大多数阳性筛查导致新的焦虑症诊断,并且一半的新诊断患者接受了干预。筛查与研究人群中焦虑症的诊断从9.6%增加到13.3%有关(p<0.0001)。在最初的实施之后,筛查率持续上升,最终的高原>90%。儿科初级保健环境中的焦虑筛查是可行和可持续的,并导致提供者对焦虑和有意义的临床行动的认识增加。
    The United States Preventive Services Task Force recommended routine anxiety screening for children and adolescents in 2022. This study describes the feasibility of routine anxiety screening in a primary care practice. It further examines the effects of routine anxiety screening on anxiety diagnoses and provider behavior in a setting in which anxiety screening was implemented five years in advance of the national guidelines. During the first year of implementation, approximately 80% of patients were screened, and 17% of screens were positive. A retrospective chart review of patients with positive screens found that the majority of positive screens led to a new diagnosis of anxiety and that half of newly diagnosed patients were prescribed an intervention. Screening was associated with an increase in diagnoses of anxiety disorders in the studied population from 9.6% to 13.3% (p<0.0001). Following the initial implementation, screening rates continued to rise, with an eventual plateau of >90%. Anxiety screening in the pediatric primary care setting is feasible and sustainable and led to increased provider recognition of anxiety and meaningful clinical action.
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  • 文章类型: Journal Article
    目的:避孕方法类型对性传播感染(STI)的预防,但避孕咨询往往强调方法的功效和“难忘”方法的好处,包括长效可逆避孕药(LARCs)。我们旨在探索处方方法类型与年度STI测试之间的关联,并调查这些关联是否与年度女性就诊有关。
    方法:我们建立了一个由20,949名年轻女性(<25名)组成的小组,从2012年到2019年参加了特拉华州的医疗补助计划。条件logit回归测量了避孕方法类型与淋病年度测试之间的关联,衣原体,或者梅毒.我们将避孕方法分层为LARC,短效可逆方法(SARC;药丸,补丁,戒指,和可注射),或者没有处方方法。我们估计了三个模型在方法启动的年份检查STI测试,几年后,并作为这些协会的潜在调解人出席妇女访问。
    结果:在方法开始年份,LARC和SARC使用者的STI检测率没有差异。在方法开始后的两年里,LARC与SARC用户不太可能接受测试(OR=0.73至OR=0.87),并且不太可能进行女性健康访问(OR=0.65至OR=0.79)。在控制女性出诊的模型中,在启动LARC与SARC之后的几年中,STI测试的可能性降低已基本消除,表明女性访视调解了方法类型和性传播感染测试之间的关系。
    结论:LARC的使用与方法开始后数年内STI检测的减少有关,原因是女性就诊人数减少。这些发现可以为临床实践和性传播感染预防提供信息。
    OBJECTIVE: Contraceptive method type matters to sexually transmitted infection (STI) prevention, but contraceptive counseling often emphasizes method efficacy and the benefits of \"forgettable\" methods, including long-acting reversible contraceptives (LARCs). We aimed to explore associations between prescription method type and annual STI testing and investigated whether these associations relate to annual well-woman visits.
    METHODS: We constructed a panel of 20,949 young women (<25) enrolled in Delaware\'s Medicaid program from 2012 through 2019. Conditional logit regressions measured associations between contraceptive method type and annual testing for gonorrhea, chlamydia, or syphilis. We stratified contraceptive methods into LARC, short-acting reversible methods (SARC; pills, patch, ring, and injectable), or no prescription method. We estimated three models examining STI testing in year of method initiation, in years afterwards, and attendance to a well-woman visit as a potential mediator of these associations.
    RESULTS: STI testing rates did not differ between LARC versus SARC users in the year of method initiation. In the two years after method initiation, LARC versus SARC users were less likely to be tested (OR = 0.73 to OR = 0.87) and less likely to have a well-woman visit (OR = 0.65 to OR = 0.79). In models controlling for attendance to well-woman visits, the decreased likelihood of STI testing in years after initiating LARC versus SARC is largely eliminated, indicating that well-woman visits mediate the relationship between method type and STI testing.
    CONCLUSIONS: LARC use relates to reduced STI testing in years after method initiation due to reduced attendance to well-women visits. These findings can inform clinical practice and STI prevention.
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  • 文章类型: Journal Article
    比较在公共管理(“PA”)中为老年人的健康和福利工作的公共卫生护士的特征能力与在日本的社区一般支持中心(“CGSC”)。
    我们通过邮件对PA和CGSC公共卫生护士进行了问卷调查。开发的能力列表用于比较三组(PA,具有5年以上经验的CGSC专家,和具有≤2年经验的CGSC新人)被使用。检查了以下特征:(1)到达CGSC后早期获得的能力,(2)通过一定的CGSC经验获得的能力,(3)共同能力,(4)即使是专家也缺乏的能力,和(5)新移民缺乏的能力。
    我们检查了171名PA护士的反应,185CGSC专家公共卫生护士,和165名CGSC新公共卫生护士。三组的比较结果表明:(1)没有适用项目;(2)与预防保健管理相关的个人支持有9个项目;(3)有14个项目,包括三名专业人员之间的团队合作(社会工作者,高级护理经理,公共卫生护士)/其他专业人员和自我完善;(4)有三项社区发展,(5)个人支持项目2项,社区发展项目16项。
    应支持和建议将预防护理和协调护理团队的举措作为CGSC公共卫生护士的特征能力。
    UNASSIGNED: To compare the characteristic competencies of public health nurses working for the older adult\'s health and welfare in public administration (\"PA\") with those at community general support centers (\"CGSC\") in Japan.
    UNASSIGNED: We conducted a questionnaire survey by mail for PA and CGSC public health nurses. A competency list that was developed to compare three groups (PA, CGSC experts with ≥5 years of experience, and CGSC newcomers with ≤2 years of experience) was used. The following characteristics were examined: (1) competencies acquired early after arriving at the CGSC, (2) competencies acquired through a certain amount of CGSC experience, (3) common competencies, (4) competencies that even experts lacked, and (5) competencies that the newcomers lacked.
    UNASSIGNED: We examined the responses of 171 PA nurses, 185 CGSC expert public health nurses, and 165 CGSC newcomer public health nurses. The results of comparison of the three groups showed that (1) had no applicable items; (2) had nine items for individual support associated with preventive care management; (3) had 14 items including teamwork among three professionals (social workers, senior care manager, public health nurse)/other professionals and self-improvement; (4) had three items for community development, (5) had two items for individual support and 16 items for community development.
    UNASSIGNED: Initiatives for preventive care and coordination of care teams should be supported and suggested as characteristic competencies for CGSC public health nurses.
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  • 文章类型: Journal Article
    我们试图研究社会需求对美国成年人癌症病史与结直肠癌(CRC)筛查利用之间关系的影响。
    我们使用2022年行为风险因素监测系统的数据进行了横截面分析。我们感兴趣的结果是使用指南一致的CRC筛查,感兴趣的暴露是癌症病史/社会需求水平。进行多变量逻辑回归以检查相关性。
    在74,743名符合条件的成年人中,大多数人没有个人癌症史(87.9%),至少有一种社会需求(58.4%),并进行了CRC筛查(72.2%)。在多变量分析中,癌症病史与使用CRC筛查呈正相关(OR=1.59,95CI,1.35~1.87).至少有一种社会需求与被筛查的可能性较低相关(一种社会需求:OR=0.8595CI,0.76-0.95;两种社会需求:OR=0.77,95%CI,0.69-0.87)。当探索社会需求的影响时,报告至少有一项需要的无癌症病史的成年人接受CRC筛查的可能性降低12-20%.
    个人癌症史与更多利用CRC筛查相关,而至少有一种社会需要的筛查使用率较低。具有社会需求在减少没有癌症史的成年人的筛查摄取中起着重要作用。考虑癌症病史和社会需求的综合护理可能会对改善CRC筛查建议的依从性产生影响。
    UNASSIGNED: We sought to examine the influence of social needs on the relationship between cancer history and colorectal cancer (CRC) screening utilization among adults in the United States.
    UNASSIGNED: We conducted a cross-sectional analysis using data from the 2022 Behavioral Risk Factor Surveillance System. Our outcome of interest was utilization of guideline-concordant CRC screening and exposures of interest were cancer history/levels of social needs. Multivariable logistic regression was performed to examine the association.
    UNASSIGNED: Among 74,743 eligible adults, a majority did not have a personal history of cancer (87.9 %), had at least one social need (58.4 %), and had undergone CRC screening (72.2 %). In multivariable analysis, a history of cancer was positively associated with use of CRC screening (OR = 1.59, 95 %CI, 1.35 - 1.87). Having at least one social need was associated with lower likelihood of being screened (one social need: OR = 0.85 95 %CI, 0.76 - 0.95; two + social needs: OR = 0.77, 95 % CI, 0.69 - 0.87). When exploring the effects of social needs, adults without a history of cancer who reported at least one need were 12-20 % less likely to be screened for CRC.
    UNASSIGNED: A personal history of cancer was associated with greater utilization of CRC screening, whilst having at least one social need had lower screening use. Having social needs plays an important role in reducing screening uptake among adults without a history of cancer. Integrated care that considers both cancer history and social needs may have implications for improved adherence of CRC screening recommendations.
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  • 文章类型: Journal Article
    分析不参加子宫颈的人口和社会经济决定因素,丹麦的结直肠癌和乳腺癌筛查计划。
    我们于2018年3月31日对居住在丹麦的所有53-65岁女性进行了一项横断面研究,利用来自人口登记处的综合个人数据。采用Logistic回归模型来评估人口统计学和社会经济因素与不参与之间的关联,两个,和三个癌症筛查项目,以95%置信区间(CI)呈现比值比(OR)。未调整和调整的模型都适用于每个级别的筛选参与。
    在所考虑的所有人口统计学和社会经济协变量中观察到与未参与三种癌症筛查计划的显著关联。低收入妇女不参与的可能性最高(无与参加了三个项目,OR:2.95,95%CI:2.82-3.08)。同样,移民中不参与的可能性增加(西方移民:OR:2.08,95%CI:1.96-2.21;非西方移民OR1.2695%CI:1.20-1.32),独居女性(OR:2.08,95%CI:2.02-2.14),劳动力以外的女性(OR:1.92,95%CI:1.86-1.99),和教育水平较低的女性(OR:1.44,95%CI:1.39-1.50)在比较不参与与参与三个筛查项目的模型中.随着筛查参与的增加(从一个程序增加到两个程序到三个程序),未参与的关联逐渐增强。
    人口和社会经济变量与未参与所有三个丹麦癌症筛查计划显着相关,特别影响来自弱势人口和社会经济背景的妇女。未来的研究应优先考虑加强该小组参与的策略,旨在缓解癌症筛查中的社会不平等现象。
    UNASSIGNED: To analyze the demographic and socioeconomic determinants of non-participation in cervical, colorectal and breast cancer screening programs in Denmark.
    UNASSIGNED: We conducted a cross-sectional study involving all women aged 53-65 years residing in Denmark on March 31, 2018, utilizing comprehensive individual data from population registries. Logistic regression models were employed to assess associations between demographic and socioeconomic factors and non-participation compared with participating in one, two, and three cancer screening programs, presenting odds ratios (ORs) with 95 % confidence intervals (CIs). Both unadjusted and adjusted models were applied for each level of screening participation.
    UNASSIGNED: Significant associations with non-participation in the three cancer screening programs were observed across all demographic and socioeconomic covariates considered. Women with low incomes demonstrated the highest likelihood of non-participation (none vs. three programs attended, OR: 2.95, 95 % CI: 2.82-3.08). Similarly, increased odds of non-participation were noted among immigrants (Western immigrants: OR: 2.08, 95 % CI: 1.96-2.21; non-Western immigrants OR 1.26 95 % CI: 1.20-1.32), women living alone (OR: 2.08, 95 % CI: 2.02-2.14), women outside the labor force (OR: 1.92, 95 % CI: 1.86-1.99), and women with lower educational levels (OR: 1.44, 95 % CI: 1.39-1.50) in the model comparing non-participation to participating in three screening programs. A progressive intensification of the association with non-participation was noted with each incremental increase in screening participation (from one to two to three programs).
    UNASSIGNED: Demographic and socioeconomic variables are significantly associated with non-participation in all three Danish cancer screening programs, particularly affecting women from vulnerable demographic and socioeconomic backgrounds. Future research should prioritize strategies to enhance participation within this subgroup, aiming to alleviate social inequities in cancer screening.
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  • 文章类型: Journal Article
    背景:由于严重疾病等因素,神经内科重症监护病房(ICU)的患者容易发生压力伤害(PU),长期卧床休息,和生理功能紊乱。PU不仅会给患者带来疼痛和并发症,但也增加了医疗负担,延长住院时间,并影响恢复过程。
    目的:评价和优化神经内科ICU患者压力性损伤预防护理措施的效果。
    方法:进行了回顾性研究,选取神经内科ICU收治的患者60例,按入院先后顺序分为观察组和对照组,每组30人。观察组实施压力性损伤预防及护理措施,对照组采取常规护理。
    结果:观察组和对照组在压力损伤预防护理干预后48h的发生率明显低于对照组(8.3%vs26.7%)。7天(16.7%对43.3%),和14天(20.0%和50.0%)。这表明观察组的压力损伤发生率大大降低,随着时间的推移,差距越来越大。此外,观察组患者恢复较快,与对照组相比,平均下床时间较短(48hvs72h),平均住院时间较短(12dvs15d)。此外,干预后,观察组患者报告生活质量评分明显改善,包括更高的身体满意度分数,感觉和功能,和舒适(心理和生理),表明实施压力性损伤预防护理措施后,整体幸福感和舒适度得到增强。
    结论:对神经内科ICU患者实施压力性损伤预防性护理措施效果较好。
    BACKGROUND: Patients in neurology intensive care units (ICU) are prone to pressure injuries (PU) due to factors such as severe illness, long-term bed rest, and physiological dysfunction. PU not only causes pain and complications to patients, but also increases medical burden, prolongs hospitalization time, and affects the recovery process.
    OBJECTIVE: To evaluate and optimize the effectiveness of pressure injury prevention nursing measures in neurology ICU patients.
    METHODS: A retrospective study was conducted, and 60 patients who were admitted to the ICU of the Department of Neurology were selected and divided into an observation group and a control group according to the order of admission, with 30 people in each group. The observation group implemented pressure injury prevention and nursing measures, while the control group adopted routine care.
    RESULTS: Comparison between observation and control groups following pressure injury prevention nursing intervention revealed significantly lower incidence rates in the observation group compared to the control group at 48 h (8.3% vs 26.7%), 7 d (16.7% vs 43.3%), and 14 d (20.0% vs 50.0%). This suggests a substantial reduction in pressure injury incidence in the observation group, with the gap widening over time. Additionally, patients in the observation group exhibited quicker recovery, with a shorter average time to get out of bed (48 h vs 72 h) and a shorter average length of stay (12 d vs 15 d) compared to the control group. Furthermore, post-intervention, patients in the observation group reported significantly improved quality of life scores, including higher scores in body satisfaction, feeling and function, and comfort (both psychological and physiological), indicating enhanced overall well-being and comfort following the implementation of pressure injury prevention nursing measures.
    CONCLUSIONS: Implementing pressure injury preventive care measures for neurology ICU patients will have better results.
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  • 文章类型: Journal Article
    目的:这项研究的目的是检查COVID-19疫苗接种的疫苗犹豫,比较移民和非移民老年人(年龄≥60岁),在考虑了群体层面和个体层面的特征之后,以及移民和社会经济地位之间的相互作用。
    方法:本研究采用回顾性队列设计。
    方法:使用R版本4.3.2进行分析。Logistic回归模型具有获得的任何COVID-19疫苗接种和未获得的所有四个必需的COVID-19疫苗接种的因变量。线性回归模型的因变量是COVID-19疫苗接种可用性与获得首次COVID-19疫苗接种日期之间的间隔,以天为单位。
    结果:在老年人队列中(n=35,109),与非移民相比,移民获得单一COVID-19疫苗接种(P<0.001)或完整系列所需COVID-19疫苗接种(P<0.001)的可能性较小;然而,移民和非移民仅在获得首次疫苗接种方面延迟(P<0.001),但其余必需的COVID-19疫苗接种没有延迟。在线性回归模型中,首次接种COVID-19疫苗前间隔较长与移民身份相关(P<0.001),较低的社会经济地位(SES;P<0.001),以及移民身份与低SES之间的相互作用(P<0.001),而较短的间隔与先前获得季节性流感(P<0.001)或肺炎球菌(P<0.001)疫苗接种的预防行为有关。
    结论:一般移民身份,尤其是当与低SES结合时,是疫苗接种犹豫的主要危险因素。调整移民方向以接受预防性医疗行为是关键。文化上适当的宣传运动可以改善向移民社区传播有效的疫苗接种相关信息。
    OBJECTIVE: The aims of this study were to examine vaccine hesitancy for COVID-19 vaccinations, comparing immigrant and non-immigrant older adults (aged ≥60 years), after accounting for group-level and individual-level characteristics, and the interaction between immigrant and socio-economic status.
    METHODS: This study used a retrospective cohort design.
    METHODS: Analyses were conducted using R version 4.3.2. Logistic regression models had the dependent variables of obtained any COVID-19 vaccinations vs not and obtained all four required COVID-19 vaccinations vs not. The linear regression model\'s dependent variable was the interval in days between the COVID-19 vaccination availability and the date of obtaining the first COVID-19 vaccination.
    RESULTS: In the cohort of older adults (n = 35,109), immigrants were less likely than non-immigrants to obtain a single COVID-19 vaccination (P < 0.001) or the full series of required COVID-19 vaccinations (P < 0.001); however, immigrants vs non-immigrants delayed only in obtaining the first vaccination (P < 0.001) but not the remaining required COVID-19 vaccinations. In the linear regression model, a longer interval before obtaining the first COVID-19 vaccination was associated with immigrant status (P < 0.001), lower socio-economic status (SES; P < 0.001), and the interaction between immigrant status and low SES (P < 0.001), while a shorter interval was associated with preventive behaviours of obtaining seasonal influenza (P < 0.001) or pneumococcal (P < 0.001) vaccinations previously.
    CONCLUSIONS: Immigrant status in general, and especially when combined with low SES, is a major risk factor for vaccination hesitancy. Reorienting immigrants to embrace preventive healthcare behaviours is key. Culturally appropriate communication campaigns may improve the dissemination of effective vaccination-related information to immigrant communities.
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  • 文章类型: English Abstract
    BACKGROUND: Voivodeship Occupational Medicine Centres (VOMC), being higher-level units towards basic units providing preventive care for employees in Poland, play a consultative, appeal, supervisory and registration role towards them. Additionally, they perform many other tasks specified in the Occupational Medicine Service Act, including conducting diagnostic and jurisprudential activities related to occupational diseases and postgraduate education in occupational medicine.
    METHODS: The analysis covers data from 2017-2022 on VOMCs activities, derived from mandatory MZ-35 reporting.
    RESULTS: Over 6 years, the number of employed physicians at VOMCs decreased from 830 in 2017 to 820 in 2022, with >20% of employment contracts transitioning to other forms of cooperation. The number of employed nurses decreased from 375 to 342, and the number of psychologists from 86 to 82. During the 3 years of the pandemic (2020-2022), compared to 2017-2019, the consultative activity of VOMCs for basic units of occupational health service decreased by nearly 30%, while appeal and supervisory activities decreased by 15.2% and 15.8%, respectively. The number of individuals receiving outpatient medical rehabilitation for occupational pathology decreased by >32%, and the number of services provided for established occupational pathology decreased by >14%. The number of certifications for occupational diseases decreased from 3963 in 2019 to 3518 in the first year of the pandemic, then increased to 4145 in 2021 and 3990 in 2022.
    CONCLUSIONS: The COVID-19 pandemic had a significant impact on the functioning of VOMCs. Changes in specific areas of their judicial, consultative, appeal, supervisory, training and rehabilitation activities corresponded with the socio-legal changes observed between 2020-2022. The structure of employment at VOMCs and the scope of their tasks remained stable during the pandemic. The observed changes in employment of medical staff were in line with general trends in healthcare institutions and regional conditions. Med Pr Work Health Saf. 2024;75(4).
    UNASSIGNED: Wojewódzkie ośrodki medycyny pracy (WOMP) to jednostki wyższego szczebla nad jednostkami podstawowymi realizującymi opiekę profilaktyczną nad pracującymi w Polsce. Pełnią wobec nich rolę konsultacyjną, odwoławczą, nadzorczą i rejestrową. Ponadto realizują szereg innych zadań ujętych w ustawie o służbie medycyny pracy (SMP), w tym prowadzą działalność diagnostyczną i orzeczniczą w zakresie chorób zawodowych oraz podyplomowe kształcenie z zakresu medycyny pracy.
    UNASSIGNED: Analizą objęto dane o działalności WOMP-ów z lat 2017–2022 pochodzące z obligatoryjnej sprawozdawczości dokonywanej na formularzach MZ-35.
    UNASSIGNED: Ogółem w WOMP-ach w badanych 6 latach liczba zatrudnionych lekarzy zmniejszyła się z 830 w 2017 r. do 820 w 2022 r., przy czym liczba umów o pracę wśród nich zmniejszyła się o ponad 20% na rzecz innych form współpracy. Liczba zatrudnionych pielęgniarek zmniejszyła się w tym samym czasie z 375 do 342, a psychologów z 86 do 82. W okresie 3 lat pandemii (2020–2022), w porównaniu z latami 2017–2019, działalność konsultacyjna WOMP-ów dla jednostek podstawowych SMP uległa obniżeniu niemal o 30%, działalność odwoławcza o 15,2%, a nadzorcza o 15,8%. Liczba osób objętych ambulatoryjną rehabilitacją leczniczą w związku z patologią zawodową zmniejszyła się o ponad 32%, a liczba świadczeń realizowanych w związku ze stwierdzoną patologią zawodową o ponad 14%. Liczba orzeczeń w sprawie chorób zawodowych w pierwszym roku pandemii obniżyła się z 3963 w 2019 r. do 3518, by następnie wzrosnąć do 4145 w 2021 r. i 3990 w 2022 r.
    UNASSIGNED: Pandemia COVID-19 znacząco wpłynęła na funkcjonowanie WOMP-ów, a zmiany w poszczególnych obszarach działalności orzeczniczej, konsultacyjnej, odwoławczej, nadzorczej, szkoleniowej i rehabilitacyjnej odpowiadały chronologii zmian społeczno-prawnych obserwowanych w latach 2020–2022. Struktura zatrudnienia w WOMP-ach i zakres realizowanych przez nie zadań w czasie pandemii pozostawały stabilne, a obserwowane zmiany w formie zatrudnienia personelu medycznego odpowiadały ogólnym tendencjom w zakładach opieki zdrowotnej i uwarunkowaniom regionalnym. Med Pr Work Health Saf. 2024;75(4).
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  • 文章类型: Journal Article
    目的:将这些预防指南与电子健康记录(EHRs)系统集成,加上个性化预防护理建议的产生,具有改善医疗保健结果的巨大潜力。我们的研究调查了使用大型语言模型(LLM)自动评估标准和风险因素的可行性,该指南用于未来对EHR医疗记录的分析。
    方法:我们注释了标准,危险因素,和美国预防服务工作组发布的成人指南中描述的预防性医疗服务,并评估了3种最新的LLM自动从指南中提取这些类别的信息。
    结果:我们在本研究中纳入了24条指南。LLM可以自动提取所有标准,危险因素,和9个指南的医疗服务。所有3个LLM在提取有关人口统计学标准或风险因素的信息方面表现良好。一些LLM在提取健康的社会决定因素方面表现更好,家族史,和预防性咨询服务比其他服务。
    结论:虽然LLM证明了处理冗长的预防性护理指南的能力,几个挑战依然存在,包括与输入令牌的最大长度和生成内容而不是严格遵守原始输入的趋势相关的约束。此外,在现实世界的临床环境中使用LLM需要仔细的伦理考虑。医疗保健专业人员必须仔细验证提取的信息,以减轻偏见,确保完整性,保持准确性。
    结论:我们开发了一种数据结构来存储注释的预防指南,并使其公开可用。采用最先进的LLM来提取预防性护理标准,危险因素,预防性护理服务为将来将这些指南纳入EHR铺平了道路。
    OBJECTIVE: The integration of these preventive guidelines with Electronic Health Records (EHRs) systems, coupled with the generation of personalized preventive care recommendations, holds significant potential for improving healthcare outcomes. Our study investigates the feasibility of using Large Language Models (LLMs) to automate the assessment criteria and risk factors from the guidelines for future analysis against medical records in EHR.
    METHODS: We annotated the criteria, risk factors, and preventive medical services described in the adult guidelines published by United States Preventive Services Taskforce and evaluated 3 state-of-the-art LLMs on extracting information in these categories from the guidelines automatically.
    RESULTS: We included 24 guidelines in this study. The LLMs can automate the extraction of all criteria, risk factors, and medical services from 9 guidelines. All 3 LLMs perform well on extracting information regarding the demographic criteria or risk factors. Some LLMs perform better on extracting the social determinants of health, family history, and preventive counseling services than the others.
    CONCLUSIONS: While LLMs demonstrate the capability to handle lengthy preventive care guidelines, several challenges persist, including constraints related to the maximum length of input tokens and the tendency to generate content rather than adhering strictly to the original input. Moreover, the utilization of LLMs in real-world clinical settings necessitates careful ethical consideration. It is imperative that healthcare professionals meticulously validate the extracted information to mitigate biases, ensure completeness, and maintain accuracy.
    CONCLUSIONS: We developed a data structure to store the annotated preventive guidelines and make it publicly available. Employing state-of-the-art LLMs to extract preventive care criteria, risk factors, and preventive care services paves the way for the future integration of these guidelines into the EHR.
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  • 文章类型: Journal Article
    目的:在美国,患有精神分裂症的女性在接受妇科护理方面面临挑战,但是在公共保险人群中,宫颈癌筛查率在不同时间或各州之间的变化知之甚少。我们假设,与对照组相比,在美国,精神分裂症的女性医疗补助受益人接受宫颈癌筛查的可能性较小。患有精神分裂症和其他易感标志的女性接受筛查的可能性最小。
    方法:这项回顾性队列研究使用了2002年至2012年间来自44个州的美国医疗补助管理数据,并检查了283.950名精神分裂症女性医疗补助受益人和频率匹配的对照组的宫颈癌筛查检测率的差异。年龄和种族/民族相匹配。在患有精神分裂症的女性中,多变量逻辑回归使用个体社会人口统计学估计接受宫颈癌筛查的几率,合并症条件,和医疗保健服务利用。
    结果:与对照组相比,精神分裂症患者接受宫颈癌筛查的可能性较小(OR=0.76;95%CI0.75~0.77).在患有精神分裂症的女性中,非白人人口,年轻女性,城市居民,那些有物质使用障碍的人,焦虑,抑郁症和与初级保健相关的患者更有可能完成筛查。
    结论:美国女性精神分裂症医疗补助受益人的宫颈癌筛查率并不理想。为了解决这一人群的宫颈癌护理差距,需要采取干预措施,以优先考虑那些对医疗保健系统较少参与或居住在农村地区的精神分裂症女性.
    OBJECTIVE: In the United States, women with schizophrenia face challenges in receiving gynecologic care, but little is known about how cervical cancer screening rates vary across time or states in a publicly insured population. We hypothesized that women Medicaid beneficiaries with schizophrenia would be less likely to receive cervical cancer screening across the United States compared with a control population, and that women with schizophrenia and other markers of vulnerability would be least likely to receive screening.
    METHODS: This retrospective cohort study used US Medicaid administrative data from across 44 states between 2002 and 2012 and examined differences in cervical cancer screening test rates among 283 950 female Medicaid beneficiaries with schizophrenia and a frequency-matched control group without serious mental illness, matched on age and race/ethnicity. Among women with schizophrenia, multivariable logistic regression estimated the odds of receiving cervical cancer screening using individual sociodemographics, comorbid conditions, and health care service utilization.
    RESULTS: Compared to the control group, women with schizophrenia were less likely to receive cervical cancer screening (OR = 0.76; 95% CI 0.75-0.77). Among women with schizophrenia, nonwhite populations, younger women, urban dwellers, those with substance use disorders, anxiety, and depression and those connected to primary care were more likely to complete screening.
    CONCLUSIONS: Cervical cancer screening rates among US women Medicaid beneficiaries with schizophrenia were suboptimal. To address cervical cancer care disparities for this population, interventions are needed to prioritize women with schizophrenia who are less engaged with the health care system or who reside in rural areas.
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