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Secure Health Information System with Blockchain Technology 区块链技术安全卫生信息系统
Pub Date : 2023-04-18 DOI: 10.46481/jnsps.2023.992
Ayei E. Ibor, E. Edim, A. Ojugo
This paper focuses on highlighting the problems that are associated with the absence of privacy and security of medical records in a healthcare system. It seeks to bridge the gap between the currently used security protocols in the management of health information, and encryption algorithms that should be used. Extant health information systems have always been developed with conventional databases. With all the privileges to read, write and execute assigned to the administrator, who has centralised control over all medical records, there is the likelihood of the misuse, distortion and loss of such records in the event that the administrator becomes compromised or inadvertent system failure. To solve this problem, the use of decentralised and distributed databases becomes paramount. Blockchain technology has recently received much attention due to its ability to permit a peer-to-peer network with distributed databases that can be stored locally on each node in the network. Subsequently, all updates on records in a database are communicated to all participating parties, hence addressing the problem of centralised control. In this paper, we propose a health information system on a blockchain to create a trust-free system for both health personnel and patients. From the results obtained, we achieved the decentralisation of the medical records’ database to enhance the security and privacy of data on the modeled peer-to-peer network.
本文着重强调了与医疗保健系统中医疗记录缺乏隐私和安全相关的问题。它试图弥合目前在卫生信息管理中使用的安全协议与应该使用的加密算法之间的差距。现有的卫生信息系统一直是用传统的数据库开发的。由于管理员拥有读、写和执行的所有权限,并对所有医疗记录进行集中控制,因此在管理员受到威胁或无意中系统故障的情况下,这些记录有可能被滥用、扭曲和丢失。为了解决这个问题,使用分散和分布式数据库变得至关重要。区块链技术最近受到了很多关注,因为它能够允许一个具有分布式数据库的点对点网络,这些数据库可以存储在网络中的每个节点上。随后,数据库中记录的所有更新都通知所有参与各方,从而解决了集中控制的问题。在本文中,我们提出了一个基于区块链的卫生信息系统,为卫生人员和患者创建一个无信任的系统。从获得的结果来看,我们实现了病历数据库的去中心化,以增强模型对等网络上数据的安全性和隐私性。
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引用次数: 5
Modelling the transmission dynamics of Omicron variant of COVID-19 in densely populated city of Lagos in Nigeria 在尼日利亚人口稠密的拉各斯市对COVID-19欧米克隆变体的传播动态进行建模
Pub Date : 2023-04-17 DOI: 10.46481/jnsps.2023.1055
B. Bolaji, B. Omede, U. B. Odionyenma, P. Ojih, A. Ibrahim
The kernel of the work in this article is the proposition of a model to examine the effect of control measures on the transmission dynamics of Omicron variant of coronavirus disease in the densely populated metropolis of Lagos. Data as relate to the pandemic was gathered as officially released by the Nigerian authority. We make use of this available data of the disease from 1st of December, 2021 to 20th of January, 2022 when omicron variant was first discovered in Nigeria. We computed the basic reproduction number, an epidemiological threshold useful for bringing the disease under check in the aforementioned geographical region of the country. Furthermore, a forecasting tool was derived, for making forecasts for the cumulative number of cases of infection as reported and the number of individuals where the Omicron variant of COVID-19 infection is active for the deadly disease. We carried out numerical simulations of the model using the available data so gathered to show the effects of non-pharmaceutical control measures such as adherence to common social distancing among individuals while in public space, regular use of face masks, personal hygiene using hand sanitizers and periodic washing of hands with soap and pharmaceutical control measures, case detecting via contact tracing occasioning clinical testing of exposed individuals, on the spread of Omicron variant of COVID-19 in the city. The results from the numerical simulations revealed that if detection rate for the infected people can be increased, with majority of the population adequately complying with the safety protocols strictly, then there will be a remarkable reduction in the number of people being afflicted by the scourge of the highly communicable disease in the city.
本文工作的核心是提出一个模型来检验控制措施对冠状病毒欧米克隆变异在人口稠密的拉各斯大都市传播动力学的影响。尼日利亚当局正式公布了与大流行有关的数据。我们利用了从2021年12月1日至2022年1月20日在尼日利亚首次发现组粒变异时的疾病可用数据。我们计算了基本繁殖数,这是一个流行病学阈值,有助于在该国上述地理区域内控制该疾病。此外,还开发了一种预测工具,用于预测已报告的累计感染病例数和COVID-19欧米克隆变体感染这种致命疾病的活跃个体数。我们利用收集到的现有数据对该模型进行了数值模拟,以显示非药物控制措施的效果,例如在公共场所遵守个人之间的共同社交距离,定期使用口罩,使用洗手液和定期用肥皂洗手的个人卫生,以及药物控制措施,通过接触者追踪发现病例,对接触者进行临床检测,新冠病毒欧米克隆变体在本市的传播情况。数值模拟的结果表明,如果能够提高感染者的检出率,并且大多数人口充分严格遵守安全规程,那么在城市中受到高度传染性疾病祸害的人数将大大减少。
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引用次数: 1
An Alleviation of Cloud Congestion Analysis of Fluid Retrial User on Matrix Analytic Method in IoT-based Application 基于矩阵分析法的物联网应用中流体重审用户云拥塞缓解分析
Pub Date : 2023-04-04 DOI: 10.46481/jnsps.2023.1148
K. Nandhini, V. Vidhya
Cloud Computing (CC) and Internet of Things (IoT) are upgrowing human intervention to enhance the daily lifestyle. Currently, the heavy loaded traffic congestion is a very big challenge over IoT-based applications. For that purpose, the researchers approached various ways to overcome the congestion mechanism in recent years. Even though, they have futile to acheive the best resource storage accessing capacity expectation other than, Cloud Computing. Data sharing is a key impediment of Cloud Computing as well as Internet of Things. These are the constituent that give rise to the combination of the IoT and cloud computing paradigm as IoT Cloud. Though, preserving the missed data during the execution time is a key factor to indulge the Retrial Queueing Theory (RQT), who is facing issue upon accessing Cloud Service Provider (CSP) enter into virtual pool to preserve the data for reuse. The paper imposes Markov Fluid analysis with Matrix Analytic Method (MAM) allows the data as continuous length of data rather than individual data to avoid the congestion. The virtual orbit queue follow constant retrial rate discipline, that is, head of the orbital users makes attempt to occupy the server are assumed to be independent and identically distributed (i.i.d). Steady-state expression presented to study the behaviour of congestion. An illustrative analysis is produced to gain deep perception into the system model.
云计算(CC)和物联网(IoT)正在发展人类干预,以改善日常生活方式。目前,高负载的流量拥塞是物联网应用面临的一大挑战。为此,近年来研究人员探索了各种方法来克服拥堵机制。即使如此,他们也无法实现云计算之外的最佳资源存储访问容量期望。数据共享是云计算和物联网的关键障碍。这些都是导致物联网和云计算范式结合为物联网云的组成部分。然而,在执行期间保留丢失的数据是满足RQT(重试排队理论)的一个关键因素,RQT在访问云服务提供商(CSP)进入虚拟池以保留数据以供重用时面临问题。本文采用矩阵分析法(MAM)进行马尔可夫流体分析,允许数据作为连续长度的数据而不是单个数据,以避免拥塞。虚拟轨道队列遵循恒重审率原则,即假设尝试占用服务器的轨道用户的头部是独立且同分布的。提出了研究拥塞行为的稳态表达式。一个说明性的分析产生了深入了解系统模型。
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引用次数: 0
Numerical Solution of Second Order Fuzzy Ordinary Differential Equations using Two-Step Block Method with Third and Fourth Derivatives 二阶模糊常微分方程的三阶和四阶导数两步分块法数值解
Pub Date : 2023-04-04 DOI: 10.46481/jnsps.2023.1087
Kashif Hussain, O. Adeyeye, N. Ahmad
Fuzzy differential equation models are suitable where uncertainty exists for real-world phenomena. Numerical techniques are used to provide an approximate solution to these models in the absence of an exact solution. However, existing studies that have developed numerical techniques for solving second-order fuzzy ordinary differential equations (FODEs) possess an absolute error accuracy that could be improved. Therefore, this article developed a more accurate higher derivative self-starting block scheme for the numerical solution of second-order FODEs with fuzzy initial and boundary conditions imposed. Linear block approach using Taylor series expansion is adopted for the derivation of the proposed method and the basic properties are established using the definitions of stability and consistency for block methods. According to the numerical results, when compared to the exact solution in terms of absolute error, the new method proposed in this article outperformed existing numerical methods. It is thus concluded that the proposed method is effective for solving second-order FODEs directly.
模糊微分方程模型适用于存在不确定性的现实世界现象。在没有精确解的情况下,使用数值技术来提供这些模型的近似解。然而,现有的研究已经开发了求解二阶模糊常微分方程的数值技术,具有绝对的误差精度,可以改进。因此,本文提出了一种更精确的具有模糊初始条件和边界条件的二阶自由微分方程数值解的高导数自启动块格式。采用泰勒级数展开的线性分块方法推导了该方法,并利用分块方法的稳定性和一致性定义建立了该方法的基本性质。数值结果表明,与精确解的绝对误差相比,本文提出的新方法优于现有的数值方法。结果表明,该方法可有效地直接求解二阶偏微分方程。
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引用次数: 1
Influence of Bath pH values on the Structural and Optical Properties of Electrodeposited MgO Thin Films for Optoelectronic applications 电解液pH值对光电用MgO薄膜结构和光学性能的影响
Pub Date : 2023-03-18 DOI: 10.46481/jnsps.2023.931
S. C. Onuegbu, S. Oluyamo, O. I. Olusola
This paper investigates the influence of bath pH values on the structural and optical properties of magnesium oxide (MgO) thin films synthesized using electrodeposition technique. The films were deposited on conductive fluorine tin oxide (FTO) substrates using magnesium nitrate hexahydrate as a precursor material. The structural, morphological and optical properties of the electrodeposited films were examined by scanning electron microscopy (SEM), X-ray diffraction and UV-Vis spectrophotometer. The morphology and optical properties of the films were found to vary with bath pH values. The band gap decreased as the bath pH values increased. The deposited MgO films exhibited average transmittance of 80%, 50%, and 25% with thicknesses 400 nm, 480 nm, and 540 nm for bath pH values of 2.0, 5.0, and 9.0, respectively. The results obtained indicate that bath pH values play significant role in the formation of MgO films and can be used to tune the material into useful optoelectronic applications.
研究了镀液pH值对电沉积法制备氧化镁薄膜结构和光学性能的影响。以六水硝酸镁为前驱体材料,在导电氟氧化锡(FTO)衬底上沉积薄膜。采用扫描电子显微镜(SEM)、x射线衍射仪和紫外可见分光光度计对电沉积膜的结构、形貌和光学性能进行了表征。发现膜的形貌和光学性能随镀液pH值的变化而变化。带隙随着镀液pH值的增加而减小。在镀液pH为2.0、5.0和9.0时,MgO薄膜的平均透过率分别为80%、50%和25%,膜厚分别为400 nm、480 nm和540 nm。结果表明,溶液pH值在MgO薄膜的形成中起着重要作用,并可用于将材料调谐到有用的光电应用中。
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引用次数: 1
Physico-Chemical and Trace Metal Analysis in Groundwater of Nagapattinam Region in Nagapattinam District of Tamilnadu State 泰米尔纳德邦Nagapattinam地区地下水理化及微量金属分析
Pub Date : 2023-03-18 DOI: 10.46481/jnsps.2023.1160
C. Gopi, A. Anand, A. Charles, C. Manivannan, S. P. Lakshmi, A. Jose, M. Muthiyan
The aim of the present work is to find the quality of water in and around the Nagapattinam region and geochemical study of water and its chemical composition with qualitative and quantitatively assessed from the period of post monsoon ( January) in the year 2020. Therefore, ten underground water sample were taken from different areas in Nagapattinam region and analysed for the following qualities such as Color, odour, temperature, Electrical conductivity, total dissolved solid, Hydrogen ion Concentration, calcium, magnesium, chloride, potassium, sodium, nitrate, and sulphate and trace metals like manganese, lead, chromium, copper, iron, arsenic, cadmium and zinc. The physico chemical parameters indicate the quality of ground water varies from bore well to bore well. Higher values of any parameter in a borehole indicate that the water is not fit for drinking. Therefore, the public is advised that the groundwater source in the study area should be monitored before it is used for domestic and drinking water purposes and that the government should adopt some treatment technology in the current study regions to minimize the hardness and salinity for provide safe water to the public.
本工作的目的是发现Nagapattinam地区及其周边地区的水质,并对2020年1月季风后(1月)的水及其化学成分进行定性和定量评估的地球化学研究。因此,从Nagapattinam地区的不同地区采集了10个地下水样本,并分析了以下质量,如颜色,气味,温度,电导率,总溶解固体,氢离子浓度,钙,镁,氯化物,钾,钠,硝酸盐和硫酸盐以及微量金属,如锰,铅,铬,铜,铁,砷,镉和锌。理化参数表明,不同井间地下水水质存在差异。井中任何参数的数值越高,表明该水不适合饮用。因此,建议公众在将研究区域的地下水用于生活和饮用水之前对其进行监测,并建议政府在目前的研究区域采用一些处理技术,将硬度和盐度降到最低,为公众提供安全的水。
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引用次数: 0
Theoretical Investigation of Diameter Effects and Edge Configuration on the Optical Properties of Graphdiyne Nanotubes in the Presence of Electric Field 电场作用下石墨烯纳米管光学性质的直径效应和边缘构型理论研究
Pub Date : 2023-03-02 DOI: 10.46481/jnsps.2023.1083
T. M. J. Abdulkadhim, S. Alsaati, M. H. Shinen
In this research, the structural, electronic and optical properties of the armchair (ant) and zigzag (znt) Graphdiyne nanotubes (GDY-NT) with different diameters were studied based on density functional theory (DFT). The computations were done using SIESTA code, based on linear combination of localized atomic orbitals (LCAO) method and the generalized gradient approximation (GGA). The results from the band structure analysis show that all these nanotubes are semiconductor with direct band gap at gamma point. The band gap of the nanotubes is clearly dependent on the nanotube diameter, and by increasing the nanotube diameter, the band gap is decreased. Optical properties such as dielectric function; absorption coefficient, optical conductivity and refractive index were examined and calculated for all samples. The results show that all these functions have an inverse relationship with the nanotube diameter and a direct relationship with the band gap. The effect of applying the external electric field with intensity of 0.1 V/Å, 0.2 V/Å in the direction of x-axis (perpendicular to the nanotube axis) on the structural and electronic features of these nanotubes has been studied and calculated.
本研究基于密度泛函理论(DFT)研究了不同直径的扶手型(ant)和之字形(znt)石墨烯纳米管(GDY-NT)的结构、电子和光学性质。基于局域原子轨道线性组合法(LCAO)和广义梯度近似法(GGA),利用SIESTA代码进行了计算。带结构分析结果表明,这些纳米管都是具有直接带隙的半导体结构。纳米管的带隙明显依赖于纳米管的直径,并且随着纳米管直径的增加,带隙减小。光学性质,如介电函数;检测并计算了所有样品的吸收系数、光导率和折射率。结果表明,这些函数与纳米管直径成反比关系,与带隙成正相关。研究并计算了在x轴方向(垂直于纳米管轴线)施加强度为0.1 V/Å、0.2 V/Å的外加电场对纳米管结构和电子特性的影响。
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引用次数: 1
Electrohydro dynamics convection in dielectric rotating Oldroydian nanofluid in porous medium 多孔介质中介电旋转纳米流体的电流体动力学对流
Pub Date : 2023-03-02 DOI: 10.46481/jnsps.2023.1231
P. L. Sharma, Mohini Kapalta, Ashok Kumar V, Deepak Bains, Sumit Gupta, P. Thakur
An electrically conducting nanofluid saturated with a uniform porous media has been tested to determine how rotation affects thermal convection. Utilizing the Oldroydian model, which incorporates the specific effects of the electric field, Brownian motion, thermophoresis, and rheological factors for the distribution of nanoparticles that are top- and bottom-heavy, one may use linear stability theory to ensure stability. Analysis and graphical representation of the effects of the AC electric field Rayleigh number, Taylor number, Lewis number, modified diffusivity ratio, concentration Rayleigh number, and medium porosity are provided for both bottom-heavy and top-heavy distribution.
导电纳米流体饱和均匀多孔介质已被测试,以确定如何旋转影响热对流。利用Oldroydian模型,该模型结合了电场、布朗运动、热电泳和流变因素对顶部和底部重的纳米颗粒分布的特定影响,可以使用线性稳定性理论来确保稳定性。分析了交流电场瑞利数、泰勒数、刘易斯数、修正扩散比、浓度瑞利数和介质孔隙度对底重和头重分布的影响,并给出了图形表示。
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引用次数: 3
Bivariate and Partial Wavelet Coherence analysis of aerosols impact on Global Horizontal Irradiation in Far-North and Littoral regions of Cameroon 喀麦隆极北和沿岸地区气溶胶对全球水平辐照影响的二元和部分小波相干分析
Pub Date : 2023-02-27 DOI: 10.46481/jnsps.2023.1248
Yaulande Douanla Alotse, Mamadou Ossénatou, Dembélé André, Lenouo André
This study investigated the time-frequency variability of Global Horizontal Irradiation (GHI) under clear sky conditions in Cameroon in relation to aerosol types using the wavelet transform method. For this purpose, we focused on two climatically different zones (Far North and Littoral) in Cameroon chosen because of the large difference in term of proportion in type of aerosols. From the Bivariate Wavelet Coherence (BWC) analysis, it was found in the Littoral zone (Dust DU, Organic Matter OM, Black Carbon BC, Sulfates SU) aerosols are negatively correlated with GHI at all frequencies, whereas Sea Salt (SS) aerosols are positively correlated with GHI. In the Far North zone, all aerosols are negatively correlated with GHI in the 0-8 month band but the dynamic has changed in the 8-16 month band. However, with the Partial Wavelet Coherence (PWC) analysis, we found that the correlations between GHI and each analyzed variable decreased after removing the effects of the remaining variables. Only the correlations between GHI and DU are still significant, with an average wavelet coherence (AWC) and percentage of significant coherence (PASC) values of 0.60 and 24.36% respectively. It is noteworthy with PWC analysis that the area with significant correlation between GHI and the other aerosol types except DU is very limited. This shows that their influences on GHI have already been covered by DU. The study also showed the combined effect of the analyzing variables (SS, BC, SU and OM) on GHI, since, independently as shown by the PWC, each of them is weakly correlated to GHI. However, with the BWC, the combined effect of other aerosols on BC and SU makes their influences on GHI important. The PWC and BWC implementations have been compiled by Matlab and can be accessed freely following this link (https://figshare.com/s/bc97956f43fe5734c784).
本研究利用小波变换方法,研究了喀麦隆晴空条件下全球水平辐照(GHI)的时频变化与气溶胶类型的关系。为此,我们重点研究了喀麦隆两个气候不同的区域(极北和滨海),因为这两个区域的气溶胶类型比例差异很大。通过双变量小波相干性(BWC)分析发现,滨海区(尘埃 DU、有机物 OM、黑碳 BC、硫酸盐 SU)气溶胶在所有频率上都与 GHI 呈负相关,而海盐(SS)气溶胶则与 GHI 呈正相关。在极北地区,所有气溶胶在 0-8 个月波段都与 GHI 呈负相关,但在 8-16 个月波段的动态变化有所改变。然而,通过部分小波一致性(PWC)分析,我们发现在剔除其余变量的影响后,GHI 与每个分析变量之间的相关性都有所下降。只有 GHI 和 DU 之间的相关性仍然显著,平均小波一致性(AWC)和显著一致性百分比(PASC)值分别为 0.60 和 24.36%。值得注意的是,通过小波相干性分析,除 DU 外,GHI 与其他气溶胶类型之间具有显著相关性的区域非常有限。这说明它们对 GHI 的影响已经被 DU 所覆盖。该研究还显示了分析变量(SS、BC、SU 和 OM)对 GHI 的综合影响,因为正如 PWC 所显示的那样,它们各自与 GHI 的相关性很弱。然而,在 BWC 中,其他气溶胶对 BC 和 SU 的综合影响使得它们对 GHI 的影响变得非常重要。PWC 和 BWC 的实现由 Matlab 编译,可通过此链接免费获取(https://figshare.com/s/bc97956f43fe5734c784)。
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引用次数: 0
Analysis of the Bioactive Compounds from Carica papaya in the Management of Psoriasis using Computational Techniques 应用计算机技术分析番木瓜生物活性成分对银屑病的治疗作用
Pub Date : 2023-02-27 DOI: 10.46481/jnsps.2023.1116
M. Abdul-Hammed, I. O. Adedotun, Tolulope Irapada Afolabi, Ubeydat Temitope Ismail, Praise Toluwalase Akande, Balqees Funmilayo Issa
Psoriasis is a persistent and mysterious autoimmune skin condition that affects 2-3% of the world’s population. Currently, topical therapies, light therapy, and systemic drugs are the three main forms of treatment used to lessen inflammation and skin irritation/itching. However, all these treatments are only used to manage the disease each time it surfaces. Therefore, the main target of this work is to search for a safer and more effective remedy for psoriasis from the reservoir of phytochemicals present in Carica papaya via in silico studies due to its anti-psoriatic and anti-inflammatory properties. Reported phytochemicals isolated from Carica papaya were subjected to computational simulations using the PyRx docking tool and were docked against Janus Kinase 1 (JAK1) and Tumor necrosis factor aplha (TNFaplha) target receptors. The results obtained were visualized using PyMol, and Biovia 2019. Analysis of the results identified both Chlorogenic acid and Coumaroylquinic-acid with docking scores (-8.6 kcal/mol and -7.9 kcal/mol) respectively as potential inhibitors for the JAK1 receptor. The identified compounds also possessed excellent ADMET, drug-likeness, bioactivity, and activity spectra for substances (PASS) prediction properties. Their binding mode and the molecular interactions with the targets also affirmed their potency. In comparison with the standards (Methotrexate and Cyclosporine), Chlorogenic acid and Coumaroylquinic-acid have better ADMET properties, binding affinities, drug-likeness, PASS properties, bioactivities, oral bioavailability, binding mechanism, and interactions with the active site of the target receptor and are hereby recommended for further analysis towards the development of a new therapeutic agent for psoriasis treatment and management.
牛皮癣是一种持续和神秘的自身免疫性皮肤病,影响世界人口的2-3%。目前,局部治疗、光疗和全身药物是用于减轻炎症和皮肤刺激/瘙痒的三种主要治疗形式。然而,所有这些治疗方法只用于控制每次出现的疾病。因此,这项工作的主要目标是通过计算机研究,从木瓜中存在的植物化学物质库中寻找一种更安全、更有效的治疗银屑病的药物,因为它具有抗银屑病和抗炎的特性。从番木瓜中分离的植物化学物质使用PyRx对接工具进行计算模拟,并与Janus Kinase 1 (JAK1)和Tumor necrosis factor aplha (TNFaplha)靶受体对接。使用PyMol和Biovia 2019对获得的结果进行可视化。分析结果表明,绿原酸和香豆酰奎尼酸的对接评分分别为-8.6 kcal/mol和-7.9 kcal/mol,是JAK1受体的潜在抑制剂。所鉴定的化合物还具有良好的ADMET、药物相似性、生物活性和物质活性谱(PASS)预测性能。它们的结合模式和与靶标的分子相互作用也证实了它们的效力。与标准药物(甲氨蝶呤和环孢素)相比,绿原酸和香豆酰奎宁酸具有更好的ADMET特性、结合亲和性、药物相似性、PASS特性、生物活性、口服生物利用度、结合机制以及与靶受体活性位点的相互作用,建议进一步分析,以开发治疗和管理银屑病的新药物。
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引用次数: 0
期刊
Journal of the Nigerian Society of Physical Sciences
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