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Elevating farmers' incomes is crucial for ensuring socio-economic stability, yet the current stagnation in income growth and the expanding divide between urban and rural incomes present formidable challenges. E-commerce offers a transformative solution by bridging these disparities and fostering sustainable growth. Utilizing county-level data from 2000 to 2020 in China, particularly focusing on "The Pilot Counties of Introducing E-commerce to Rural Areas", this paper explores the impact of e-commerce construction on farmers' income growth using the multiple difference method. The findings reveal that e-commerce development exerts a significant positive impact on the enhancement of farmers' incomes. Mechanistic analyses indicate that the driving effect of the comprehensive demonstration county policy of e-commerce in rural areas on farmers' incomes is mainly realized through the channels of expanding market accessibility, promoting the advanced transformation of industrial structure, and optimizing the conditions of information infrastructure. Moreover, the efficacy of e-commerce policies in income augmentation is more pronounced in regions characterized by higher levels of human capital and substantial scale effects. This research offers valuable insights for continuously and effectively implementing the "Comprehensive Demonstration of E-commerce in Rural Areas" policy, which are crucial for exploring ways and mechanisms to boost farmers' incomes in developing countries. [ABSTRACT FROM AUTHOR]

The correct Table 1 is as below: Table 1 Clinical and intracranial plaque characteristics of study population and comparison between stroke and non-stroke patients. B Text Correction b In Abstract, the sentence "They were assigned to the posterior circulation stroke (49 patients) and non-posterior circulation stroke group (159 patients) based on clinical presentation and diffusion-weighted imaging (DWI)" should be replaced with "They were assigned to the posterior circulation stroke (59 patients) and non-posterior circulation stroke group (149 patients) based on clinical presentation and diffusion-weighted imaging (DWI)". A Predictive Model for the Risk of Posterior Circulation Stroke in Patients with Intracranial Atherosclerosis Based on High Resolution MRI. [Extracted from the article]

Intracranial vertebrobasilar atherosclerosis is the main cause of posterior circulation ischemic stroke. We aimed to construct a predictive model for the risk of posterior circulation ischemic stroke in patients with posterior circulation atherosclerosis based on high-resolution MRI (HR-MRI). A total of 208 consecutive patients with posterior circulation atherosclerosis confirmed by HR-MRI, from January 2020 to July 2021, were retrospectively assessed. They were assigned to the posterior circulation stroke (49 patients) and non-posterior circulation stroke group (159 patients) based on clinical presentation and diffusion-weighted imaging (DWI). Demographic data, risk factors of atherosclerosis, laboratory findings, and imaging characteristics were extracted from electronic health records. Plaque features were investigated by HR-MRI. Fifty-three clinical or imaging features were used to derive the model. Multivariable logistic regression analysis was employed to construct the prediction model. The nomogram was evaluated for calibration, differentiation, and clinical usefulness. Plaque enhancement, plaque irregular surface morphology, artery location of plaque, and dorsal quadrant of plaque location were significant predictors for posterior circulation stroke in patients with intracranial atherosclerosis. Subsequently, these variables were selected to establish a nomogram. The model showed good distinction (C-index 0.830, 95% CI 0.766-0.895). The calibration curve also showed excellent consistency between the prediction of the nomogram and the observed curve. Decision curve analysis further demonstrated that the nomogram conferred significantly high clinical net benefit. The nomogram calculated from plaque characteristics in HR-MRI may accurately predict the posterior circulation stroke occurrence and be of great help for stratification of stroke decision making. [ABSTRACT FROM AUTHOR]

The receiver serves as a critical component in tower-type concentrated solar power plants. Responsible for light-heat conversion, the efficiency of the receiver significantly affects the overall performance of the power plant. In the current study, the thermal performance of external receivers was investigated. An experiment was set up similarly using the solar simulator to experimentally investigate the heat losses of a billboard receiver. A billboard-type external receiver was designed, fabricated, and experimented with. A solar simulator having seven xenon lamps characteristics similar to the sunlight spectrum was used to obtain heat flux at the surface of the receiver. Convection losses in the head-on wind direction were evaluated, along with the radiation losses. The thermal efficiency of the billboard receiver calculated experimentally was around 83.9%. Numerical simulations were also carried out to compare the results against the experimental data. A variation of ±5% observed between both results validate the model proposed in the current study. [ABSTRACT FROM AUTHOR]