Building a Faster and Accurate Search Engine on Custom Dataset with Transformers 🤗
By: Shivanand Roy
Tags: Machine Learning, Deep Learning, Editors Pick, Transformers, NLP

Example 1: What is the impact of coronavirus on babies?

Question: What is the impact of coronavirus on babies? #1 Answer: While babies have been infected, the naivete of the neonatal immune system in relation to the inflammatory response would appear to be protective, with further inflammatory responses achieved with the consumption of human milk. Research Paper: COVID 19 in babies: Knowledge for neonatal care Context: ance to minimize the health systems impact of this pandemic across the lifespan.The Covid-19 pandemic has presented neonatal nurses and midwives with challenges when caring for mother and babies. This review has presented what is currently known aboutCovid-19 and neonatal health, and information and research as they are generated will add to a complete picture of the health outcomes. While babies have been infected, the naivete of the neonatal immune system in relation to the inflammatory response would appear to be protective, with further inflammatory responses achieved with the consumption of human milk. The WHO has made clear recommendations about the benefits of breastfeeding, even if the mother and baby dyad is Covid-19 positive, if they remain well. The mother and baby should not be separated, and the mother needs to be able to participate in her baby's care and develop her mothering role. The complexities of not being able to access her usual support people mean that the mother #2 Answer: neonate are mild, with low-grade fever and gastrointestinal signs such as poor feeding and vomiting. The respiratory symptoms are also limited to mild tachypnoea and/or tachycardia. Research Paper: COVID 19 in babies: Knowledge for neonatal care Context: Likewise, if the mother and baby are well, skin-to-skin and breast feeding should be encouraged, as the benefits outweigh any potential harms. If a neonate becomes unwell and requires intensive care, they should be nursed with droplet precautions in a closed incubator in a negative pressure room. The management is dictated by the presenting signs and symptoms. It would appear the presenting symptoms in the neonate are mild, with low-grade fever and gastrointestinal signs such as poor feeding and vomiting. The respiratory symptoms are also limited to mild tachypnoea and/or tachycardia. However, as there has been a presentation of seizure activity with fever a neurological examination should be part of the investigations.As of writing this paper, there has been a preliminary study published in the general media The WHO has also welcomed these preliminary results and state it is "looking forward to a full data analysis" (https://www.who.int/news-room/detail/16-06-2020-who-welcomesprelimin

Example 2: What is the impact of coronavirus on pregnant women?

Question: What is the impact of coronavirus on pregnant women? #1 Answer: pregnant woman may be more vulnerable to severe infection (Favre et al. 2020 ) and evidence from previous viral outbreaks suggests a higher risk of unfavourable maternal and neonatal outcomes in this population Research Paper: COVID 19 in babies: Knowledge for neonatal care Context: na. The disease manifests with a spectrum of symptoms ranging from mild upper respiratory tract infection to severe pneumonitis, acute respiratory distress syndrome (ARDS) and death.Relatively few cases have occurred in children and neonates who seem to have a more favourable clinical course than other age groups (De Rose et al. 2020) . While not initially identified as a population at risk, pregnant woman may be more vulnerable to severe infection (Favre et al. 2020 ) and evidence from previous viral outbreaks suggests a higher risk of unfavourable maternal and neonatal outcomes in this population (Alfaraj et al. 2019) .Moreover, the associated policies developed as a result of the pandemic relating to social distancing and prevention of cross infection have led to important considerations specific to the field of maternal and neonatal health, and a necessity to consider unintended consequences for both the mother and baby (Buekens et al. 2020) .Countries are faced with a rapidly deve #2 Answer: While not initially identified as a population at risk, pregnant woman may be more vulnerable to severe infection (Favre et al., 2020) and evidence from previous viral outbreaks suggests a higher risk of unfavourable maternal and neonatal outcomes in this population Research Paper: COVID 19 in babies: Knowledge for neonatal care Context: tified in Wuhan, Hubei, China. The disease manifests with a spectrum of symptoms ranging from mild upper respiratory tract infection to severe pneumonitis, acute respiratory distress syndrome (ARDS) and death. Relatively few cases have occurred in children and neonates who seem to have a more favourable clinical course than other age groups (De Rose et al., 2020). While not initially identified as a population at risk, pregnant woman may be more vulnerable to severe infection (Favre et al., 2020) and evidence from previous viral outbreaks suggests a higher risk of unfavourable maternal and neonatal outcomes in this population (Alfaraj et al., 2019). Moreover, the associated policies developed as a result of the pandemic relating to social distancing and prevention of cross infection have led to important considerations specific to the field of maternal and neonatal health, and a necessity to consider unintended consequences for both the mother and baby (Buekens et al., 2020).Countries

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