Postgraduate medical journal
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Observational Study
Monitoring real-time junior doctor sentiment from comments on a public social media platform: a retrospective observational study.
To investigate whether sentiment analysis and topic modelling can be used to monitor the sentiment and opinions of junior doctors. ⋯ Some topics discussed in social media are comparable to those queried in traditional questionnaires, whereas other topics are distinctive and offer insight into what themes junior doctors care about. Events during the coronavirus pandemic may explain the sentiment trends in the junior doctor community. Natural language processing shows significant potential in generating insights into junior doctors' opinions and sentiment.
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In March 2020, WHO declared SARS-CoV-2 a global pandemic and lockdowns were enforced in most of the United States. Self-protective measures and travel restrictions were implemented, and schools/universities initiated online learning. ⋯ Furthermore, higher vaccination rates across the United States decreased non pharmaceutical interventions (NPI) implementation increasing the risk of major seasonal viral outbreaks. This editorial discusses the increased Rhinovirus/Enterovirus infections in the United States, challenges faced by healthcare providers and provides recommendations to address the issue.
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Review Meta Analysis
Does robotic-assisted surgery improve outcomes of total hip arthroplasty compared to manual technique? A systematic review and meta-analysis.
Robot-assisted total hip arthroplasty (THA) is an emerging technology that claims to position implants with very high accuracy. However, there is currently limited data in literature on whether this improved accuracy leads to better long-term clinical outcomes. This systematic review compares the outcomes of THA done with the help of robotic assistance (RA) to those done with conventional manual techniques (MTs). ⋯ RA leads to highly accurate implant placement and leads to significantly reduced limb length discrepancies. However, the authors do not recommend robot-assisted techniques for routine THAs due to lack of adequate long-term follow-up data, prolonged surgical times and no significant differences in the rate of complications and implant survivorship compared with conventional MTs.