Yesterday SAGE released a one-page document called "potential trajectories for covid-19 in the next six months"

It's not going to brighten your day, but it's one of the best summaries of where we are and where we're heading

Some notes 🧵
1. The “first” and “second” waves are very different

The second is growing much slower because of the impact of social distancing. Before this lockdown, contact rates were about half of pre-lockdown levels

But that's still not low enough.
2. Social distancing needs to be very extensive

SAGE: “With a basic reproduction number of 3, controls need to reduce infectious contacts by two thirds”

For a rough sense of what they means in practice, here's a chart of movement in London. It's been above 33% since June
3 – If we're not meeting people, immunity CAN play a role

SAGE: “When R is 1.1, only 9% of the remaining susceptible (i.e. not previously infected) population need to be infected for R to fall to 1”

(According to the most recent official figures, R is about 1.1 now)
4. BUT this isn’t the same as herd immunity. It only has an effect *because* of social distancing

Imho, this could help explain what’s happened in London. Movement has been lower there than in other cities so immunity could be playing a role at the margins
5. Without true herd immunity, there’s v. limited space to relax social distancing

If R is 1.1 and immunity reduces it to 1, SAGE reckons that "changes in effective contacts will be responsible for over 90% of control and immunity for less than 10%”
6. Relaxing measures will push R above 1 again very quickly, and cases won’t just go away

SAGE: The “natural” path of the epidemic is “a prolonged period of high incidence, with associated pressures on health services and deaths"
SAGE illustrates this with a graph of deaths in Florida. What they're saying is: even though the peak has come down, without intervention deaths will likely remain at this fairly constant level for some time to come :(
Maybe this all feels very obvious. In a way, it is. But the conversation around immunity has become so... strained... it's hard to see its proper role. It has one, it's just relatively small compared to social distancing - and it's likely to stay that way for some time / END
Unrelated, except in the sense of thinking about trajectories: this looks great

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More from @rowlsmanthorpe

1 Nov
Incredible story in The Times, which I'm told is definitely true. For most of its existence, the contact tracing app for England and Wales has been using the wrong risk threshold, so it's hardly been sending out any alerts telling people to self-isolate
thetimes.co.uk/article/softwa…
One of the biggest complaints about the app has been ghost messages saying "you've been near someone with covid-19". If the risk threshold hadn't been artificially high, many of those alerts would have been instructions to isolate

As it was, people were told to ignore them
The Times has described this as a software bungle. I understand the issue was incredibly human. There was meant to be a change to the risk threshold on the app, but no-one went in and made the update
Read 7 tweets
30 Oct
Pictures vs data

Today, every media outlet carries shots of young people partying in Nottingham before Tier 3 came into force

In reality, confirmed cases in the city have been falling since early October, including among the young
This may well be because testing isn't picking up infections - and it seems as if cases in Nottinghamshire are rising among older people, which is a real concern

But the picture from pillars 1 and 2 doesn't seem to bear out the idea that young people are flouting restrictions
A graph to illustrate that point, using a fantastic app from @VictimOfMaths (ht @Telstar22995931). A huge spike among 15-to-24-year-olds (okay, students) which flattened off several weeks ago

The worry is the upward drift among other ages
Read 5 tweets
26 Oct
EXC: Last week I found out that the contact tracing app was going to have its third boss in six months

Now @nmsonline and I have seen internal emails showing that she's on a short-term contract too

Insiders say it's no way to run an organisation
news.sky.com/story/coronavi…
Test and Trace is a strange, ephemeral organisation. The staff are largely consultants. The bosses are execs on secondment

If you're working there - or indeed any part of government - I'd love to know what you make of it. What's the rationale? How did it come to be that way?
The response to our story from DHSC emphasises the immense scale of T&T, which should never be underestimated. But the most common complain I hear about it is the lack of coordination. Wouldn't a permanent leadership team help with that? I'd genuinely like to know ImageImage
Read 4 tweets
16 Oct
Real issue with the contact tracing app in England and Wales. Dozens of people are reporting incorrect changes to the risk level in their area

I am investigating, but I believe this is an error caused during an attempt to change the risk level feature

Some examples of people reporting this error

1. Two phones in the same place showing different alert levels
2. High risk areas being classed as medium
Read 4 tweets
15 Oct
Yes it's a hellsite, but here's why I love Twitter. Someone I've never met gets in touch to say his son has tested positive, but even though his whole family has the app, none of them have got a proximity warning. Twenty minutes later we're conducting a joint experiment
We're giving it half an hour. I'll let you know how it goes
It's now been 40 minutes and there's no alert. BUT... I forgot that the notifications aren't instant. They're sent out two-hourly to phones

Sorry if you were waiting for the result. It will be along as soon as I get it
Read 12 tweets
9 Oct
NEW: The contact tracing app has been running for two weeks. The Saturday after it was launched it recorded 1.5m check-ins

So how many alerts has it sent about outbreaks in pubs and restaurants?

One. Just one
news.sky.com/story/coronavi…
MPs in the north of England are being told that pubs and bars are driving outbreaks. Mass closures are expected in parts of the country. Isn't this the the venue check-in system on the app is for?

I asked @ChiOnwurah for her reaction
news.sky.com/story/coronavi… Image
More on this. The contact tracing app has two main systems

📳 Bluetooth proximity detection
📳 QR check-ins to venues

Ministers were so committed to QR check-ins they made it ILLEGAL for pubs, bars and restaurants in England* not to display an official QR poster

*not Wales
Read 11 tweets

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