Entanglement detection with classical deep neural networks.

In this study, we introduce an autonomous method for addressing the detection and classification of quantum entanglement, a core element of quantum mechanics that has yet to be fully understood. We employ a multi-layer perceptron to effectively identify entanglement in both two- and three-qubit systems. Our technique yields impressive detection results, achieving nearly perfect accuracy for two-qubit systems and over accuracy for three-qubit systems.

[Approval of CoronaVac in Brazil and Chile: some lessons on vaccine regulatory challengesA aprovação da CoronaVac no Brasil e no Chile: algumas lições sobre os desafios regulatórios de vacinas].

This analysis compares and systematizes some of the milestones (between December 2020 and October 2021) in the approval by Brazil and Chile of the CoronaVac vaccine made by the Chinese laboratory Sinovac, with regard to how the efficacy and immunogenicity of the vaccine was determined. To this end, a comprehensive analysis was conducted of official public documentation of the vaccine's approval in both countries; likewise, relevant technical articles on the subject, as well as dissemination and discussion in the media were considered. In both cases, a wide range of private and public actors expressed clearly competing interests in the measurement and dissemination of figures on the vaccine's efficacy.

Phenotype and genotype in 52 patients with Rubinstein-Taybi syndrome caused by EP300 mutations.

Rubinstein-Taybi syndrome (RSTS) is a developmental disorder characterized by a typical face and distal limbs abnormalities, intellectual disability, and a vast number of other features. Two genes are known to cause RSTS, CREBBP in 60% and EP300 in 8-10% of clinically diagnosed cases. Both paralogs act in chromatin remodeling and encode for transcriptional co-activators interacting with >400 proteins.

[Conditions for universal access to health in Latin America: social rights, social protection and financial and political constraints].

After a brief review of the concept of health equity and its social and sectoral determinants, some macroeconomic aspects of health expenditure in Latin America are considered. Given the significant contemporary tensions with regard to social rights and the definition of health benefits, three emblematic experiences are analyzed in very different health systems, namely those of Chile, Colombia and Mexico. They cover different aspects, such as the guarantee of health benefits, the reduction of forms of implicit rationing and/or barriers to admission, and also aspects related to the quality of services.