A few thoughts on these interpretations, that appear to suggest (with caveats) that schools in England haven't necessarily contributed much to transmission. The evidence presented here does not necessarily support this. A thread.
The lower number of cases identified among 0-10 yr olds ignores the fact that we know that children are likely to be asymptomatic and mildly symptomatic, which means that symptom-based testing is likely to vastly underestimate infections in this age group

There have been significant clusters of infection of COVID-19 identified in schools (both primary and secondary). These form the majority of clusters of acute respiratory incidents identified related to COVID-19 since September.
While some of this may be down to cluster detection being better in schools than in other settings it does suggest that clustered outbreaks are occurring in schools, suggesting that transmission does occur in the school setting.
ONS survey data (testing a random sample of individuals, so picking up asymptomatic and presymptomatic infection as well) has consistently suggested similar prevalence in children as with adults, as shown in the graph, so children to get infected at similar rates.
The flattening of cases in school age children prior to lockdown is interesting, as this occurs about a wk following half-term suggesting these might be effects related to school closure. But of course correlation is not necessarily causation.
This inference is problematic. Overall cases have been rising in England steadily since August, but the rapidity of rise is important. There is actually fairly strong evidence of transmission in university towns being higher and more rapid across the UK.

The pandemic appears to accelerate in September. Again correlation is not causation, but it's not appropriate to say that schools did not contribute to transmission. They may well have, and the data showing steady rises prior to school openings certainly doesn't rule this out.
That teachers may be at similar risk to other key workers is not reassuring. Other key workers here include patient facing HCWs. If anything, this suggests that teachers are at high risk. Also these data come with high levels of uncertainty (large CIs)
Global evidence supports the role of children in transmission & schools are a setting that shouldn't be overlooked. Minimising this risk despite accruing evidence prevents us putting in place important measures to deal with this.

mja.com.au/journal/2020/c…
We all want to ensure children's education and wellbeing. The best way to do this is not to minimise the potential risk, but rather respond to it with clear guidance to ensure children, staff and communities are safe, as other countries have done.
Sorry just to clarify, by 'minimise', I meant 'dismiss' rather than minimising transmission and risk, which we do really want to do!!
Also, want to point out that we don't expect a 2-3 wk lag between school openings and increases in transmission. We expect to see this in a week or two. 2-3 wks is the time from infection to hospitalisation, not symptoms.

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More from @dgurdasani1

7 Nov
There have been recent reports of the mink farm related outbreak in Denmark which has received attention in the media, and has concerned many scientists, and health organisations. What's happening in Denmark now is important. Here's why. Thread.

who.int/csr/don/06-nov…
There have been reports of transmission related to mink farming across several countries over the past few months. The recent outbreak in Denmark suggests that a mutated strain of virus passed from minks to humans, and then spread across humans.
Mutations in SARS-CoV-2 occur regularly, and most have minimal or no impact on viral fitness, as far as we can see from the data. But animal reservoirs can be more important in this regard. Mutations in a virus occur randomly through natural processes.
Read 15 tweets
22 Oct
A thread on where we are with the COVID-19 pandemic in England, and what we need to do urgently based on current evidence. This thread also explores why the govt Tier 1-3 strategy is nothing but a distraction from the actual public health response needed. 1/N
As we know, the PHE data shows an exponential increase in daily confirmed cases of COVID-19. We are currently seeing between 25-30K daily cases. This is likely an underestimate as testing capacity has been reached. Moreover, increases are occurring across all of England. 2/N ImageImage
Predictably increase in case numbers have translated over time into increasing hospitalisations across all of England, with regions in the North likely to hit NHS capacity soon if we don't act. While increases in the South appear slower, these are only lagging 3-4 wks behind. 3/N ImageImage
Read 22 tweets
20 Oct
tw: misogyny, discrimination, harassment in academia

A thread about my observations from academic and other contexts. I've felt compelled to write this after realising how the deliberate framing of these issues prevents any change in the status quo, and perpetuates injustice.
As women, many of us face misogyny in our workplaces, and in society on a daily basis. Here, misogyny is defined not as hatred of women, but rather structural patriarchal norms that have certain expectations from women & penalise those who break these, or speak out against these.
Of course, discrimination is intersectional, with ethnic minority women likely to fare worse in these systems. Much like with racism, experiences of women are often shaped by daily micro-aggressions - including a dismissal of their expertise, their discomfort, and their feelings.
Read 14 tweets
6 Oct
Another declaration on 'herd immunity' signed by Sunetra Gupta(Oxford), Jay Bhattacharya (Stanford) & Martin Kulldorff(Harvard) who don't have a single peer reviewed publication on covid-19 epidemiology between them

Can we stop platforming pseudoscience?

theguardian.com/world/2020/oct…
And these are not experts, or researchers who have provided any evidence to support their damaging views. If you want experts, there are so many around - who are basing their views on the actual evidence. There is zero evidence to support a 'herd immunity' based strategy.
@iansample - while I appreciate comments from actual experts like @trishgreenhalgh and @BillHanage are included, the way the piece is set seems to suggest these are equally valid opinions from equals in a field. This couldn't be further from the truth.
Read 5 tweets
24 Aug
Given the recent public statements by several govt advisors regarding opening of schools, here's a thread on evidence around COVID in children:

The govt (& UK scientific 'experts') have recently cited findings from the recent PHE study as suggesting school openings are safe 1/N
The study does not in fact show this at all. It essentially collates data on results from test & trace during the period when schools were opened in June - when only ~7% of students attended. There are several key limitations of this work:
1. Given the attendance was a fraction of normal attendance, we cannot possibly extrapolate what this will mean for when schools fully open from this study. 3/N
Read 21 tweets
30 Jun
This is exactly the problem. Not only is pillar 2 data not available publicly, it's also not available to local authorities, making it impossible to identify what's causing this outbreak, or even where it is spatially. 1/N
Outsourcing testing to private companies has meant that surveillance data aren't joined up centrally. This means that:
1. There's a significant delay in identifying outbreaks- as we saw in Leicester
2. When these are identified, we have no idea of where clusters of infection are
We're essentially trying to put out localised fires we can't see by using general lockdown measures. The whole point of test, trace and isolate was to be able to identify local outbreaks and take focused measures to contain them.
Read 10 tweets

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