A Research Agenda for Hybrid Intelligence:Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges

Factors Associated with Revision Surgery after Internal Fixation of Hip Fractures

Background: Femoral neck fractures are associated with high rates of revision surgery after management with internal fixation. Using data from the Fixation using Alternative Implants for the Treatment of Hip fractures (FAITH) trial evaluating methods of internal fixation in patients with femoral neck fractures, we investigated associations between baseline and surgical factors and the need for revision surgery to promote healing, relieve pain, treat infection or improve function over 24 months postsurgery. Additionally, we investigated factors associated with (1) hardware removal and (2) implant exchange from cancellous screws (CS) or sliding hip screw (SHS) to total hip arthroplasty, hemiarthroplasty, or another internal fixation device. Methods: We identified 15 potential factors a priori that may be associated with revision surgery, 7 with hardware removal, and 14 with implant exchange. We used multivariable Cox proportional hazards analyses in our investigation. Results: Factors associated with increased risk of revision surgery included: female sex, [hazard ratio (HR) 1.79, 95% confidence interval (CI) 1.25-2.50; P = 0.001], higher body mass index (fo

Physiological and cytological aspects of Inga vera subsp. affinis embryos during storage

The remarkably short storability of recalcitrant seeds has prevented their inclusion in programs of ex situ conservation. The causes of their desiccation sensitivity and rapid decline in viability during storage are not fully elucidated yet. In this study the highly recalcitrant, fully viable embryos of the tree species Inga vera subsp. affinis were stored under various conditions and analyzed physiologically and cytologically at intervals, in order to obtain more insights in their loss of viability during storage. Embryos stored fully hydrated at 5ºC fully lost viability in 18 d. Sealed storage of partially dehydrated embryos slightly prolonged their viability, with 95% germination being attained after 14 d of storage. However, after 30 d of storage, viability was completely lost. Storage of hydrated embryos in a solution of polyethylene glycol (PEG) at -1.7 MPa water potential was capable of maintaining high germinability until 30 d of storage. When added to the PEG solution, abscisic acid showed a strong temperature-dependent interaction, with a positive effect on the longevity of embryos stored at 20ºC and a negative effect on embryos stored at 5ºC. In any case, embryo viability could be maintained no longer than 50 d. Embryos from seeds collected from the same trees in the following year showed better storability and still attained 45% germination after 62 d of storage. Analysis of cellular alterations during storage and viability loss of the embryos showed disappearance of starch granules and various damages to the cells, such as cell wall folding and cytoplasm fragmentation

Comprometimento medular por linfoma tipo Burkitt: relato de um caso

Registro de caso de linfoma tipo Burkitt com comprometimento intrarraqueano em criança de três anos de idade. Considerações sobre esse tipo de tumor são feitas em função do caso observado e de dados da literatura

A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges

Época da indução e evocação floral em Citrus sinensis (L.) Osbeck cv. Pêra Rio The flower induction and evocation period in Citrus sinensis (L.) Osbeck cv. Pêra Rio

A produção do estímulo floral (indução) e emissão das primeiras sépalas, na gema floralmente determinada (evocação floral) em Citrus sinensis (L.) Osbeck cv. Pêra Rio pôde ser acompanhada pelas variações anatômicas nos meristemas apicais e axilares. Com objetivo de determinar a época na qual ocorre a indução e evocação floral, cortes longitudinais de gemas apicais e axilares, corados com pironina Y-methylgreen foram efetuados em períodos regulares de maio a agosto. Através das mudanças no formato da gema, principalmente diâmetro, que aumentou com a indução, foi possível determinar a época do ano na qual gemas vegetativas são induzidas a florescerem. Foram detectadas variações nos diâmetros das gemas no período de início da morfogênese floral (meados até o final de julho). A medição do diâmetro das gemas mostra-se um procedimento eficiente para acompanhar os fenômenos decorrentes da indução, evocação e morfogênese florais. Gemas vegetativas apresentam diâmetro médio de 100µm, com túnica composta por três camadas, de formato cônico, recobrindo o corpo, ao passo que a reprodutiva é mais achatada, após a iniciação do primeiro primórdio de sépala, exibindo diâmetro médio de 200µm. Coloração com pironina Y-methylgreen proporciona a captação do fenômeno da evocação floral, pela detecção de regiões mais concentradas em RNA, nas zonas periféricas das gemas; alteração bioquímica esta que precede a emissão das sépalas.<br>The research aims to determine the time in which the inflorescence induction and evocation occurs. The production of inflorescence stimulus (induction) and emission of first sepals in a bud determined as a flower bud (floral evocation) in Citrus sinensis (L.) Osbeck cv. Pêra Rio could be observed through the anatomic variations of the apical and lateral meristems. Longitudinal sections, stained with pironina Y-methylgreen were done in regular periods from May to August. The time of the year in which the vegetative buds are induced to blossom was determined through the bud shape changes, chiefly considering the diameter, which has increased with the induction. Bud diameter variations were detected on the second half of July, the period of floral morphogenesis incipience. The measurement of the bud diameter is an efficient procedure to follow up the phenomena originated from the floral induction, evocation and morphogenesis. Vegetative buds bring out an average diameter of 100µm with a three-layer tunic in a conic shape, recovering its body. The reproductive bud, in turn, is flatter, after the initiation of the first sepal primordium, showing an average diameter of 200µm. The pironina Y-methylgreen stain provides the observation of the floral evocation phenomenon, through the detection of regions with a higher RNA level, in the bud external areas. This biochemical alteration precedes the sepal emission