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Smart Court delves into the digital transformation of courts, examining key aspects such as e-filing, e-service, e-evidence, e-judgment, and AI judges. It provides a comprehensive analysis of global practices and emerging technologies, offering valuable insights into the challenges and opportunities presented by this shift. With a focus on practical applications and future trends, this book equips readers with the knowledge to navigate and shape the evolving legal landscape. Spanning both technical details and the broader implications for justice, Smart Court is an essential guide is for legal professionals, scholars, and policymakers eager to understand how technology is transforming justice systems worldwide.
To assess the time scales and relative importance of temporal decoupling between hillslope erosion and the introduction of sediment to streams in a Yangtze River headwater basin, we used multiple techniques to date sediments in alluvial fans and terraces in a third-order stream valley draining a 30-km2 catchment in SW Sichuan, China. Poorly sorted angular sediments in tributary-junction alluvial fans ranged in age from 11261 BCE to 1844 CE, and predominantly fine-grained overbank sediments in alluvial terraces date to approximately 1700–1950. Ethnographic observations and field mapping of hillslope soil depths indicate that terrace sediments and upper strata of several fans correspond to a period of hillslope erosion associated with the intensification of hillslope swidden agriculture. Contemporary sediment production is dominated by lateral fluvial erosion of valley-bottom landforms rather than by hillslope erosion. The long-term temporal decoupling by valley storage of hillslope erosion from sediment delivery to streams has relevance to contemporary hillslope erosion and sedimentation control efforts in the Yangtze Basin. It also motivates investigating whether valley-filling anthropogenic “legacy sediments” may play a role in decoupling hillslope erosion from sediment production in other Yangtze Basin headwater basins.
To highlight veno-venous collaterals and portosystemic shunts as possible causes of cyanosis requiring evaluation or treatment below the diaphragm in patients with single-ventricle physiology during staged palliation.
Background:
Cyanosis can complicate staged single-ventricle palliation and is often evaluated with imaging isolated to the thorax. As a result, lesions below the diaphragm, such as veno-venous collaterals and portosystemic shunts, may be missed. Identification is important since these lesions can be treated via transcatheter techniques.
Methods:
This study is a retrospective, single-centre case series of six patients.
Results and discussion:
Two patients following stage 2 palliation had multiple small veno-venous collaterals connecting to a reconstituted azygos with retrograde flow to below the diaphragm. Accessing veno-venous collaterals closer to their entry points below the diaphragm was more optimal for occlusion. Two patients following stage 3 palliation had veno-venous collaterals originating below the diaphragm and connecting to the pulmonary veins. Both patients required infrarenal inferior vena cava contrast injection to identify the veno-venous collateral. The final two patients had heterotaxy with either stage 2 or 3 palliation and were found to have bilateral pulmonary arteriovenous malformations secondary to a portosystemic shunt diverting hepatic factor away from the lungs. All patients had successful device closure of their veno-venous collaterals or portosystemic shunts.
Conclusion:
The six patients discussed demonstrate the importance of evaluating below the diaphragm in single-ventricle physiology patients presenting with cyanosis.
Methamphetamine (METH) dependence is a globally significant public health concern with no efficacious treatment. Trait impulsivity is associated with the initiation, maintenance, and recurrence of substance abuse. However, the presence of these associations in METH addiction, as well as the underlying neurobiological mechanisms, remains incompletely understood.
Methods
We scanned 110 individuals with METH use disorder (MUDs) and 55 matched healthy controls (HCs) using T1-weighted imaging and assessed their drug use characteristics and trait impulsivity. Surface-based morphometry and graph theoretical analysis were used to investigate group differences in brain morphometry and network attributes. Partial correlations were conducted to investigate the relationships between brain morphometric changes, drug use parameters, and trait impulsivity. Mediation analyses examined how trait impulsivity and drug craving influenced the link between brain morphometric change and MUD severity in patients.
Results
MUDs exhibited thinner thickness in the left fusiform gyrus and right pars opercularis, as well as diminished small-world properties in their structural covariance networks (SCNs) compared to HCs. Furthermore, reduced cortical thickness in the right pars opercularis was linked to motor impulsivity (MI) and MUD severity, and the association between the right pars opercularis thickness and MUD severity was significantly mediated by both MI and cue-induced craving.
Conclusions
These findings suggest that MUDs exhibit distinct brain structural abnormalities in both the cortical thickness and SCNs and highlight the critical role of impulse control in METH addiction. This insight may offer a potential neurobiological target for developing therapeutic interventions to treat addiction and prevent relapse.
Wall cooling is a promising method in controlling compressible flows, including hypersonic shock wave turbulent boundary layer interaction (STBLI). Based on the verified DNS method, a 30-degree compression ramp is used to generate STBLI for Ma of 5 and wall to recovery temperature ratio ranging from 0.2 to 1.0. The results indicate that the separation zone decreases for cold wall conditions and quantitatively validate the wall-temperature-corrected interaction scaling theory in recent literature. The heat transfer results show that the wall cooling greatly influences the heat flux distribution and peak values in STBLI. The two-stage heat flux increase disappears for the cold wall, which corresponds to the reduced separation bubble. The local decrease of the recovery temperature is observed after the shock, which causes the negative heat flux minimum for near ‘adiabatic’ wall conditions and can be attributed to the acceleration of the near-wall supersonic fluid in the turning process. On the whole, the decrease of the wall temperature leads to the 24.3% decrease of the peak heat flux enhancement, and the underlying mechanism is the decrease of the near-wall turbulent aerodynamic heat dissipation enhancement for the wall cooling.
Persistent pulmonary hypertension of the newborn is a serious disease with significant morbidity and mortality. Magnesium sulphate has been proposed as a potential treatment for persistent pulmonary hypertension of the newborn, but its efficacy remains unclear. The article aims to evaluate the effects of magnesium sulphate on persistent pulmonary hypertension of the newborn.
Methods:
A comprehensive search of PubMed, Web of Science, Embase, and Cochrane Library was conducted to identify relevant studies. The primary outcomes were pulmonary artery pressure and oxygenation index, while secondary outcomes included mean blood pressure, alveolar-arterial oxygen difference, arterial partial pressure of oxygen (PaO2), arterial partial pressure of carbon dioxide (PaCO2), and arterial oxygen saturation. Statistical analysis was performed by Cochrane Review Manager 5.3.
Results:
The study analysed twelve studies involving 380 patients. Results indicated that magnesium sulphate treatment significantly reduced pulmonary artery pressure levels (MD −24.96, 95% CI −28.19 to −21.73, P < 0.0001) and mean blood pressure (MD −3.11, 95% CI −3.91 to −2.32, P < 0.0001) compared to pretreatment. Additionally, it led to a notable decrease in oxygenation index (P < 0.00001) and alveolar-arterial oxygen difference (P < 0.0001), while increasing PaO2 (P < 0.0001) and arterial oxygen saturation (P < 0.001). However, there was no significant effect on PaCO2 levels compared to pretreatment.
Conclusion:
Magnesium sulphate is a valuable therapy for persistent pulmonary hypertension of the newborn. It markedly reduced pulmonary artery pressure, alveolar-arterial oxygen difference, and oxygenation index, while enhancing PaO2, and arterial oxygen saturation, with no impact on PaCO2 levels. Magnesium sulphate may also reduce mean blood pressure following a 2-hour treatment. Additional studies are necessary to further clarify its efficacy and potential side effects.
Registration:
This study was registered with PROSPERO (CRD42024578092).
An association between second-hand smoke exposure and depressive symptoms has been reported; however, further research is needed for clarity.
Aims
This 20-year prospective cohort study aimed to longitudinally explore the relationships of smoking and second-hand smoke exposure with incident depressive symptoms in community-dwelling middle-aged and older adults.
Method
Data of adults aged ≥40 years were collected from the National Institute for Longevity Sciences – Longitudinal Study of Aging database (third to ninth waves). Participants with baseline (third wave) depressive symptoms, missing data or no follow-up participation were excluded. Baseline data on current cigarette smoking and second-hand smoke exposure were collected. Depressive symptoms were defined as a Center for Epidemiologic Studies Depression Scale score ≥16. Generalised estimating equation models evaluated longitudinal relationships of smoking and second-hand smoke exposure with incident depressive symptoms.
Results
The final analysis included 1697 participants (mean (s.d.) age, 58.7 (11.2) years; mean follow-up, 12.9 years). Depressive symptom incidence ranged from 8.0% (wave 4) to 6.5% (wave 9). Compared with non-current smokers, current smokers showed no significantly higher risk of incident depressive symptoms (multivariable-adjusted odds ratio (95% CI): 1.27 (0.96−1.68)). Subgroup analysis revealed higher risks in male current smokers (adjusted odds ratio (95% CI): 1.40 (1.00−1.94)) and current smokers aged ≥65 years (adjusted odds ratio (95% CI): 1.62 (1.00−2.63)). Current smokers exposed to second-hand smoke had a higher depressive symptom risk than unexposed non-smokers (odds ratio (95% CI): 1.50 (1.05−2.14)) and greater risk (odds ratio (95% CI): 1.39 (1.00−1.94)) than unexposed current smokers.
Conclusions
Smoking, combined with second-hand smoke exposure, is associated with future depressive symptoms in community-dwelling middle-aged and older adults.
To address the problems of accuracy degradation, localization drift, and even failure of Simultaneous Localization and Mapping (SLAM) algorithms in unstructured environments with sparse geometric features, such as outdoor parks, highways, and urban roads, a multi-metric light detection and ranging (LiDAR) SLAM system based on the fusion of geometric and intensity features is proposed. Firstly, an adaptive method for extracting multiple types of geometric features and salient intensity features is proposed to address the issue of insufficient sparse feature extraction. In addition to extracting traditional edge and planar features, vertex features are also extracted to fully utilize the geometric information, and intensity edge features are extracted in areas with significant intensity changes to increase multi-level perception of the environment. Secondly, in the state estimation, a multi-metric error estimation method based on point-to-point, point-to-line, and point-to-plane is used, and a two-step decoupling strategy is employed to enhance pose estimation accuracy. Finally, qualitative and quantitative experiments on public datasets demonstrate that compared to state-of-the-art pure geometric and intensity-assisted LiDAR SLAM algorithms, our proposed algorithm achieves superior localization accuracy and mapping clarity, with an ATE accuracy improvement of 28.93% and real-time performance of up to 62.9 ms. Additionally, test conducted in real campus environments further validates the effectiveness of our approach in complex, unstructured scenarios.
The Anti-Extradition Bill Movement in 2019 sparked the most radical mass protests seen in Hong Kong since the transfer of sovereignty. Scholars have proposed various explanations for the radicalization of the protests, as well as for the mass support for this radicalization across various sectors of society. However, economic grievances have been relatively downplayed in attempts to understand the radical protests. Using data from a survey conducted during the suspension of the movement in 2020 (N = 1,574), this study examines the relationship between economic grievances and support for the protests. Through mediation analysis, the findings show that individuals who perceived themselves as belonging to a lower class tended to have a diminished sense of social mobility and equality. These negative perceptions contributed to concerns about the activities of Mainland Chinese individuals and the use of public resources. Thus, these particular economic grievances were found to be positively associated with support for the 2019 movement.
To achieve more efficient and comprehensive maternal and child health (MCH) care services in rural areas through optimizing resource allocation and enhancing service quality.
Background:
With the increasing awareness of health among rural residents and the growing demand for MCH care, township health centers, as a crucial component of primary medical services, have emerged as a key factor in ensuring the health of women and children in rural areas.
Methods:
Using a multi-stage stratified random sampling method, this study conducted on-site investigations on 49 township health centers across six districts and counties of Guilin, Guangxi. Descriptive statistics, entropy weight coefficient method, Data Envelopment Analysis (DEA) Banker–Charnes–Cooper (BCC) Model and Malmquist index were employed for dynamic analysis.
Findings:
The results indicate an upward trend in the incidence rates of birth defects and low birth weight in MCH services. Disparities in efficiency across regions are observed, which are associated with the economic status and capacity of MCH services in each area. Dynamic results from the Malmquist index show that the total factor productivity of MCH services experienced an upward trend from 2016 to 2021, with efficiency primarily influenced by scale efficiency. Updating management concepts is crucial for effectively addressing the relationship between scaling up and quality improvement.
This study presents an experimental investigation on the drag reduction (DR) over air-fed hydrophobic surfaces (AFHS) with longitudinal grooves in a turbulent boundary layer (TBL). The AFHS, designed with longitudinal grooves and air supplement channels, enables active maintenance and reversible restoration of the plastron in TBL. The shear stress sensor, particle image velocimetry (PIV) and interfacial visualization are applied for simultaneous measurement of the skin friction drag, TBL velocity profiles and plastron coverage. The AFHS demonstrated the ability to control plastron shape and enhance its sustainability with friction Reynolds numbers up to 1723. Drag reductions ranging from 14.8–35.8 % are obtained over the AFHS. At same designed air fraction, the AFHS exhibits higher DR than the conventional hydrophobic surface. By minimizing influences of the degradation of plastron coverage and the shape, the monotonic increase in DR and slip velocity with Reynolds number is confirmed, which corroborates trends from direct numerical simulations. Turbulence statistics measured by PIV reveal an apparent decrease in near-wall viscous shear stress, and corresponding slip velocities both in the viscous sublayer and log-law region. The Reynolds shear stress and streamwise velocity fluctuations over the AFHS are larger than those over a smooth wall, where near-wall vortex cores of the AFHS are found to be shifted 10 % towards the wall. This study presents the first simultaneous experimental quantification of skin friction, plastron coverage and turbulence statistics under sustained plastron conditions in TBL. The results demonstrate the efficacy of the plastron control strategy on hydrophobic surfaces and address a critical gap in validating numerical predictions for turbulent flows in practical applications.
Depression is closely associated with abnormalities in brain function. Traditional static functional connectivity analyses offer limited insight into the temporal variability of brain activity. Recent advances in dynamic analyses enable a deeper understanding of how depression relates to temporal fluctuations in brain activity.
Methods
This study utilized a large resting-state functional magnetic resonance imaging dataset (N = 696) to examine the association between brain dynamics and depression. Two complementary approaches were employed. Hidden Markov modeling (HMM) was used to identify discrete brain states and quantify their temporal switching patterns; temporal variability was computed within and between large-scale functional networks to capture time-varying fluctuations in functional connectivity.
Results
Depression scores were positively associated with switching rate and negatively associated with maximum fractional occupancy. Furthermore, depression scores were significantly associated with greater temporal variability both within and between networks, with particularly strong effects observed in the default mode network, ventral attention network, and frontoparietal network. Together, these findings suggest that individuals with higher depression scores exhibit more unstable brain dynamics.
Conclusion
Our findings reveal that individuals with higher depression levels exhibit greater instability in brain state transitions and increased temporal variability in functional connectivity across large-scale networks. This instability in brain dynamics may contribute to difficulties in emotion regulation and cognitive control. By capturing whole-brain temporal patterns, this study offers a novel perspective on the neural basis of depression.
The ban on antibiotics as feed additives requires modern intensive farming with more comprehensive diseases control approaches. Currently, synbiotics serve as promising alternatives to enhance growth performance and improve health in the poultry industry. In this research, we investigated beneficial effects of Lactobacillus reuteri (LR) with its combination of gluco-oligosaccharides (GlcOS) supplementation on growth performance and intestinal health of broilers. A total of 900 1-day-old male Lingnan yellow-feather broilers were randomly allocated into the control group (CON group, and two experimental groups feeding basal diet supplementing LR (LR group) and its combination with GlcOS (RG group), respectively. The findings indicated beneficial effects of growth performance in experimental groups (LR and RG groups), as evidenced by decreasing the feed-to-gain ratio (F/G) in both experimental groups (P < 0.05) and increasing the average daily gain (ADG) in the RG group (P < 0.05). Simultaneously, both experimental groups increased the villus height/crypt depth ratio (VH:CD) (P < 0.001). Furthermore, the RG group showed increased activity of digestive enzymes (P < 0.05) and upregulated mRNA expression of tight junction protein and transportation protein (P < 0.05), while decreased the serum levels of d-lactic acid and diamine oxidase (P < 0.05), suggesting the improvement of the nutrient digestion and absorption, as well as the mucosal barrier integrity. Moreover, increased abundance of beneficial bacteria, including Bacteroides, Muribaculaceae and Prevotellaceae_UCG-001 (P < 0.05), leading to a finely altered gut microbiome and metabolome. Collectively, the findings of this research revealed that dietary supplemented LR and its combination with GlcOS could enhance the intestinal morphology, digestion, absorption and barrier function, and improve the cecal microbiota structure and metabolic function finally achieving the effect of improving growth performance of broilers. Overall, the effect of the combination of LR and GlcOS was synergistic, providing a future alternative to antibiotics as growth promoter.
This study investigated the factors influencing the mental health of rural doctors in Hebei Province, to provide a basis for improving the mental health of rural doctors and enhancing the level of primary health care.
Background:
The aim of this study was to understand the mental health of rural doctors in Hebei Province, identify the factors that influence it, and propose ways to improve their psychological status and the level of medical service of rural doctors.
Methods:
Rural doctors from 11 cities in Hebei Province were randomly selected, and their basic characteristics and mental health status were surveyed via a structured questionnaire and the Symptom Checklist-90 (SCL-90). The differences between the SCL-90 scores of rural doctors in Hebei Province and the Chinese population norm, as well as the proportion of doctors with mental health problems, were compared. Logistic regression was used to analyse the factors that affect the mental health of rural doctors.
Results:
A total of 2593 valid questionnaires were received. The results of the study revealed several findings: the younger the rural doctors, the greater the incidence of mental health problems (OR = 0.792); female rural doctors were more likely to experience mental health issues than their male counterparts (OR = 0.789); rural doctors with disabilities and chronic diseases faced a significantly greater risk of mental health problems compared to healthy rural doctors (OR = 2.268); rural doctors with longer working hours have a greater incidence of mental health problems; and rural doctors with higher education backgrounds have a higher prevalence of somatization (OR = 1.203).
Conclusion:
Rural doctors who are younger, male, have been in medical service longer, have a chronic illness or disability, and have a high degree of education are at greater risk of developing mental health problems. Attention should be given to the mental health of the rural doctor population to improve primary health care services.
Coarctation of the aorta is characterised by narrowing of the descending aorta and is a rare cause of secondary hypertension in children and young adults. The aortic stenosis lesion is in a special location with severe consequences, and long-term survival is very low, with high rates of disability and mortality, and can be challenging to detect due to its few clinical manifestations. We report a case of a young patient with atrial fibrillation, renal infarction, and acute cerebral infarction, which are consequences of untreated hypertension due to coarctation of the aorta. The purpose of this report is to emphasize the importance of early diagnosis and management of coarctation of the aorta as a cause of secondary hypertension in children and young adults.
Network meta-analysis (NMA) is becoming increasingly important, especially in the field of medicine, as it allows for comparisons across multiple trials with different interventions. For time-to-event data, that is, survival data, traditional NMA based on the proportional hazards (PH) assumption simply synthesizes reported hazard ratios (HRs). Novel methods for NMA based on the non-PH assumption have been proposed and implemented using R software. However, these methods often involve complex methodologies and require advanced programming skills, creating a barrier for many researchers. Therefore, we developed an R Shiny tool, NMAsurv (https://psurvivala.shinyapps.io/NMAsurv/). NMAsurv allows users with little or zero background in R to conduct survival-data-based NMA effortlessly. The tool supports various functions such as drawing network plots, testing the PH assumption, and building NMA models. Users can input either reconstructed pseudo-individual participant data or aggregated data. NMAsurv offers a user-friendly interface for extracting parameter estimations from various NMA models, including fractional polynomial, piecewise exponential models, parametric survival models, Cox PH model, and generalized gamma model. Additionally, it enables users to effortlessly create survival and HR plots. All operations can be performed by an intuitive “point-and-click” interface. In this study, we introduce all the functionalities and features of NMAsurv and demonstrate its application using a real-world NMA example.
Patients with schizophrenia have a significantly elevated risk of mortality. Clozapine is effective for treatment-resistant schizophrenia, but its use is limited by side-effects. Understanding its association with mortality risk is crucial.
Aims
To investigate the associations of clozapine with all-cause and cause-specific mortality risk in schizophrenia patients.
Method
In this 18-year population-based cohort study, we retrieved electronic health records of schizophrenia patients from all public hospitals in Hong Kong. Clozapine users (ClozUs) comprised schizophrenia patients who initiated clozapine treatment between 2003 and 2012, with the index date set at clozapine initiation. Comparators were non-clozapine antipsychotic users (Non-ClozUs) with the same diagnosis who had never received a clozapine prescription. They were 1:2 propensity score matched with demographic characteristics and physical and psychiatric comorbidities. ClozUs were further defined according to continuation of clozapine use and co-prescription of other antipsychotics (polypharmacy). Accelerated failure time (AFT) models were used to estimate the risk of all-cause and cause-specific mortality (i.e. suicide, cardiovascular disease, infection and cancer).
Results
This study included 9,456 individuals (mean (s.d.) age at the index date: 39.13 (12.92) years; 50.73% females; median (interquartile range) follow-up time: 12.37 (9.78–15.22) years), with 2020 continuous ClozUs, 1132 discontinuous ClozUs, 4326 continuous non-ClozUs and 1978 discontinuous Non-ClozUs. Results from adjusted AFT models showed that continuous ClozUs had a lower risk of suicide mortality (acceleration factor 3.01; 99% CI: 1.41–6.44) compared with continuous Non-ClozUs. Continuous ClozUs with co-prescription of other antipsychotics exhibited lower risks of suicide mortality (acceleration factor 3.67; 1.41–9.60) and all-cause mortality (acceleration factor 1.42; 1.07–1.88) compared with continuous Non-ClozUs. No associations were found between clozapine and other cause-specific mortalities.
Conclusions
These results add to the existing evidence on the effectiveness of clozapine, particularly its anti-suicide effects, and emphasise the need for continuous clozapine use for suitable patients and the possible benefit of clozapine polypharmacy.
Bactrocera dorsalis (Diptera: Tephritidae) is a highly invasive and destructive quarantine pests worldwide. To improved biological control efficiency, reduce chemical pesticides use, and optimise the application of Metarhizium anisopliae (Hypocreales: Clavicipitaceae) against B. dorsalis. This study evaluated the combined toxicity of M. anisopliae with deltamethrin and chlorpyrifos. The biocompatibility of M. anisopliae CQMa421 with these pesticides was assessed based on spore germination, mycelial growth, and sporulation. Additionally, the effects of combined treatments on detoxification enzyme and related gene expression in B. dorsalis were investigated. The results indicated that the virulence effect of M. anisopliae CQMa421 against B. dorsalis adults was time-dependent and dose-dependent. Deltamethrin showed good compatibility with M. anisopliae CQMa421, achieving 100% mortality at 1 × 10⁸ CFU/mL by 84 hours. Different concentrations of deltamethrin can promote the mycelial growth and sporulation of M. anisopliae CQMa421. The toxicity effect of deltamethrin and chlorpyrifos combined with M. anisopliae CQMa421 on B. dorsalis adults was better than that of single-agent treatment, and the co-toxicity factor of 5 mg/L deltamethrin and 1 × 108 CFU/mL M. anisopliae CQMa421 was 24.81, which synergistically affected on B. dorsalis control. Enzyme activity assays and qRT-PCR results revealed that the combination treatment differentially activated and enhanced the activities of AChE, CarE, GST, CAT, and SOD. Meanwhile, BdCarE was significantly inhibited and upregulating BdGSTD7, BdGSTS1, BdCYP4ae1, BdPOD, BdPOD1, and BdCAT genes. In conclusion, the combination of deltamethrin and M. anisopliae CQMa421 enhanced the insecticidal efficacy against B. dorsalis, significantly affected the activity of related detoxification enzymes. Provided a robust basis for integrating biological and chemical control strategies to manage B. dorsalis more effectively.