Respiratory functional characteristics of human leptospirosis

Introdução: O comprometimento respiratório da leptospirose humana pode ser sua principal manifestação clínica e comumente está associado a maior morbimortalidade. Métodos: Objetivando descrever aspectos funcionais respiratórios nessa doença, foram analisados 21 pacientes com oximetrias de pulso e espirometrias em dois momentos: em avaliação inicial e após cerca de 28 dias. Resultados: Dois (9,5%) doentes tinham saturação periférica de oxigênio menor que 95%. Padrões espirométricos normais foram observados em 8 (38,1%) casos; distúrbios ventilatórios restritivos foram inferidos em 7 (33,3%), obstrutivos com capacidade vital forçada reduzida em 4 (19%), e inespecíficos em 2 (9,5%). Espirometrias anormais se associaram a pior escore APACHE II (p=0,02) e anormalidades na radiografia de tórax (p=0,05). Após resolução clínica, verificou-se ganho funcional significativo (p<0,05) no grupo de pacientes com espirometria alterada. Conclusões: Alterações espirométricas foram detectadas no curso da enfermidade e estiveram associadas a pior gravidade clínica e maior freqüência de anormalidades radiológicas torácicas. _________________________________________________________________________________________ ABSTRACT: Introduction: Respiratory impairment may be the main clinical manifestation of human leptospirosis. Methods: With the aim of describing the respiratory functional characteristics of this disease, 21 patients were evaluated using pulse oximetry and spirometry at two times: an initial evaluation and after around 28 days. Results: Two (9.5%) patients presented peripheral oxygen saturation of less than 95%. Normal spirometric patterns were observed in eight (38.1%); cases restrictive ventilatory disorders were inferred in seven (33.3%), obstructive disorders with reduced forced vital capacity in four (19%), and nonspecific disorders in two (9.5%). Abnormal spirometry findings were associated with worse APACHE II scores (p = 0.02) and abnormalities on chest x-ray (p = 0.05). After clinical resolution, significant functional gain was observed (p < 0.05) in the group of patients with abnormal spirometry findings. Conclusions: It was concluded that respiratory functional abnormalities were detected during the course of the disease and were associated with greater clinical severity and higher frequency of chest radiographic abnormalities

A Deep Neural Network for Simultaneous Estimation of b Jet Energy and Resolution

We describe a method to obtain point and dispersion estimates for the energies of jets arising from b quarks produced in proton-proton collisions at an energy of s = 13 TeV at the CERN LHC. The algorithm is trained on a large sample of simulated b jets and validated on data recorded by the CMS detector in 2017 corresponding to an integrated luminosity of 41 fb - 1 . A multivariate regression algorithm based on a deep feed-forward neural network employs jet composition and shape information, and the properties of reconstructed secondary vertices associated with the jet. The results of the algorithm are used to improve the sensitivity of analyses that make use of b jets in the final state, such as the observation of Higgs boson decay to b b ¯

Search for dark matter produced in association with a Higgs boson decaying to a pair of bottom quarks in proton-proton collisions at root s=13TeV

A search for dark matter produced in association with a Higgs boson decaying to a pair of bottom quarks is performed in proton-proton collisions at a center-of-mass energy of 13 TeV collected with the CMS detector at the LHC. The analyzed data sample corresponds to an integrated luminosity of 35.9 fb(-1). The signal is characterized by a large missing transverse momentum recoiling against a bottom quark-antiquark system that has a large Lorentz boost. The number of events observed in the data is consistent with the standard model background prediction. Results are interpreted in terms of limits both on parameters of the type-2 two-Higgs doublet model extended by an additional light pseudoscalar boson a (2HDM+a) and on parameters of a baryonic Z simplified model. The 2HDM+a model is tested experimentally for the first time. For the baryonic Z model, the presented results constitute the most stringent constraints to date.Peer reviewe

Search for heavy long-lived charged particles in pp collisions at root s=7 TeV

The result of a search for heavy long-lived charged particles produced in pp collisions at root s = 7 TeV at the LHC is described. The data sample has been collected using the CMS detector and corresponds to an integrated luminosity of 5.0 fb(-1). The inner tracking detectors are used to define a sample of events containing tracks with high momentum and high ionization energy loss. A second sample of events, which have high-momentum tracks satisfying muon identification requirements in addition to meeting high-ionization and long time-of-flight requirements, is analyzed independently. In both cases, the results are consistent with the expected background estimated from data. The results are used to establish cross section limits as a function of mass within the context of models with long-lived gluinos, scalar top quarks and scalar taus. Cross section limits on hyper-meson particles, containing new elementary long-lived hyper-quarks predicted by a vector-like confinement model, are also presented. Lower limits at 95% confidence level on the mass of gluinos (scalar top quarks) are found to be 1098 (737) GeV/c(2). A limit of 928 (626) GeV/c(2) is set for a gluinos (scalar top quark) that hadronizes into a neutral bound state before reaching the muon detectors. The lower mass limit for a pair produced scalar tau is found to be 223 GeV/c(2). Mass limits for a hyper-kaon are placed at 484, 602, and 747 GeV/c(2) for hyper-rho masses of 800, 1200, and 1600 GeV/c(2), respectively. (c) 2012 CERN. Published by Elsevier B.V. All rights reserved