SAGE 84 (25 March 2021)

"Prisons are highly prone to outbreaks of COVID-19 and consequent raised risks of hospitalisations and deaths (high confidence). Age-standardised mortality rates are significantly higher for prisoners than the general population. ...
" ... Incidence of disease, number and size of outbreaks, hospitalisation and mortality rates in prisons have increased markedly in wave 2 compared to wave 1 (high confidence). Prisons can act as amplifiers for community infection."

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More from @Dr_D_Robertson

12 Apr
Herd Immunity.

I've built a model to show the concept of herd immunity.

It shows why we need to not leave hard-to-reach parts of the population unvaccinated.

A thread. Image
Herd immunity, also called population immunity, is the protection for the population that comes from when a proportion have been vaccinated.

With more vaccinations, we move towards this herd immunity threshold.

(We're not there yet, even though some say we are.)
Here's my model. Imagine a population in a country.

People are either susceptible (they may not be vaccinated or have had the virus). We colour these green.

People may have had the vaccine. These are blue.

And there's one (near the bottom left in purple) that is infectious Image
Read 13 tweets
1 Apr
A decision will shortly be made about whether we should move to Step 2 of the Roadmap for unlocking

The premise of moving to the next step is that it should be led by:
- data not dates; & be
- irreversible

A thread with my thoughts using the latest data.
The Roadmap tests are:

1. The vaccine deployment programme continues successfully
2. Evidence shows vaccines are sufficiently effective in reducing hospitalisations and deaths in those vaccinated
...
3. Infection rates do not risk a surge in hospitalisations which would put unsustainable pressure on the NHS
4. Our assessment of the risks is not fundamentally changed by new Variants of Concern
Read 13 tweets
26 Mar
Virus, vaccines, and variants. My heatmaps for cases, positivity, hospitalizations, ICU admissions in England.

New this week - charts for vaccine takeup and variants.

Vaccines - good; variants - concerning. We need to ensure that we use the data before unlocking further.
All charts this week start from the start of the vaccine rollout and show the (very severe) third wave.
Detected cases.

Increasing in 10-19 year olds (likely due to lateral flow testing in schools).

Increasing in 5-9 year olds. These are not routinely given lateral flow tests.

Other ages - rates decreasing.
Read 10 tweets
18 Mar
Public Health England @PHE_uk have published the update for variants of concern and variants under investigation. Note that these are cases detected (and that these may be detected as the result of surge testing).

Rises in VUI B.1.525 (+26 since Tuesday) & VUI B1.1.318 (+10)
Here is the data table (data from @PHE_uk). Note B.1.1.7 is excluded in the chart above. To emphasise, these are the result of non-uniform testing and sequencing.
Description of variants (from @PHE_uk):

The VOC-20DEC-01 variant was first detected in the UK and was first sequenced in the UK in September 2020.

The VOC-20DEC-02 variant was first detected in South Africa and was first sequenced in the UK in December 2020.
Read 8 tweets
24 Feb
Public Health England @PHE_uk have published a report on prevalence of Covid in the university student population.

A very short thread.

Publication here:
papers.ssrn.com/sol3/papers.cf…
They find that fewer than 1 in 5 students (17.8%) had antibodies at the end of the Autumn term (which imples that more than 80% were susceptible to Covid).

"SARS-CoV-2 seroprevalence in 2,905 university students was 17.8% (95%CI, 16.5-19.3) ..."
"... ranging between 7.6%-29.7% across the five universities" (the universities are not named - 'University A' to 'University E')
Read 6 tweets
22 Feb
The Government's roadmap for reopening has been published.

I will add commentary as I read through.

From first glance, there are no numbers for thresholds, which does in some way question the notion of 'data not dates'.

There are however a lot of dates in the document.
The roadmap itself is only 15 pages long.
It sets out 'principles'
- whole of England rather than regional response
- "led by data not dates" (see above)
- five weeks between steps - 'no earlier than'
- face-to-face education a priority
Read 17 tweets

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