Todays 917 #COVID19Ireland hospital cases are 140% last Saturday but 2nd day of a row of falling numbers. I don't want to prematurely call that a peak, it will rise tomorrow, but it is very good news indeed which I'll explain in detail /1 Image
Looking at last years hospital graph makes it clear we are on a very different trajectory. Today had 1153 in hospital and was the first 1/3 of several days of rapidly rising hospital cases as a consequence of xmas intergenerational mixing - we are not seeing that /2 Image
We have seen a period of rapidly rising new hospital cases but they are no longer doubling despite cases more than doubling in the week 6 days back, 1007 new hospital cases this week is 136% previous rather than 200%+ /3 Image
There were 140 new hospital cases this morning, of which 73 (52%) had a positive test prior to admission (remember to hard to access PCR testing now). This day last year there were 139 /4 Image
So similar numbers are going to hospital but today there were 124 discharges, last year only 60. Vaccination has mean hospital stays are on average shorter this year (7 days) which is why despite similar numbers of hospitalisations its possible for number in hospital to fall /5 Image
Last week we had more cases than in the entire month on January last year so the other thing vaccines are doing is keeping people out of hospital. New hospital cases this week are 0.89% cases 6 days back - it also appears Omicron is helpfully sending a smaller proportion in /6 Image
Add todays hospital cases as black dot onto my tracker of the NPHET hospital cases Omicron scenarios you can see the temptation to take an optimistic read of this as an earlier & lower than expected peak. Here is where I really wish we had enough testing to track cases still /7 Image
First off as I said up thread expect hospital numbers to go up tomorrow, they do almost every Sunday & Monday because there are fewer discharges at the weekend while admissions continue at almost normal levels /8
The key indicators tomorrow will be the New Hospital Cases as a percent of the previous weeks 136% today so a drop is good, a rise not so good. And the number in hospital as a percent of last Sunday, todays that 140%, again a drop is good, a rise not so. /9
My suspicion is now we are seeing a short term peak as Omicron pushes out Delta completely with its lower rate of hospitalisation but as long as cases are rising we will then see a rise in hospital admissions and hospital numbers resume. /10
So as before cases matter in predicting hospital numbers but now we have no real idea of what case numbers are. NPHET think they may be double whats counted, ie rather that 142k in the week we may have had 280k. And remember they think infections are twice cases /11
We may still be on course for a hospital peak over 1,500 towards the end of this month as shown in the NPHET models. This linked thread explains what I'm doing in the tracker up thread but I'll continue updating in the next days to 'see' where we are /12
The big unknown is if boosters will be enough to stop a major surge in over 65s. In most waves it takes a while for the virus to get to older groups - so far that hasn’t happened but still could & this age data only runs to 4 days back
83 #Covid19Ireland ICU is 98% last Saturday
ICU this day last year was 107
/10 Image
45 new ICU this week is 110% previous - less frequently severe does not equal 'mild' many of these will be Omicron
/11 Image
New ICU this week is 0.06% cases, 4.64% new hospital cases - this is where the less frequently severe effect of Omicron appears to be showing up as but in part this is people getting infected who would have dodged Delta for now but whose outcome immunity holds up for Omicron /12 ImageImage
Under testing makes cases a bit meaningless as predictors but
26,122 cases is 112% last Saturday
144880 cases this week is 136% previous week
2,362,211 population boostered (12+ 56.5%) 47.2% all pop (+37,733 since yesterday) /13
Another way of looking at this where the waves are synchronised roughly to where NPHET said a variant was dominant - very nicely captures how initially Omicron speed of transmission advantage made it look worst yet but how that now seems to be changing
Tracking the actual ICU numbers against scenarios suggests the vaccines have held up against very severe Omicron outcomes more than expected

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More from @andrewflood

9 Jan
Common Sunday increase in #Covid19Ireland hospital cases due to delayed discharges at weekend with 984 in Hospital 137% last Sunday - that rate has slowed & this day last year there were 1,285 in hospital. Discharges typically catch up Tuesdays so tomorrow may see over 1,000 /1 Image
Today last year there were a similar number of new hospital cases (134) but we were in the middle of a rapid escalation of occupancy due to xmas intergenerational mixing - so far this year is different because of higher discharge rate, probably vaccine driven /2 Image
Again due to vaccination the proportion of cases going to hospital is a tiny fraction of last year. New hospital cases are 0.83% cases in week to 6 days previous - just as well as there were 123k cases detected that week & probably as many again that could not access testing /3 Image
Read 15 tweets
8 Jan
Actual #Covid19Ireland ICU occupancy added as a black dot onto NPHETs mid December scenarios for Omicron - if anything we have more cases than expected so ICU being this far below expected is remarkable & very good news indeed - see thread Image
This tweet is doing number so added context
1. Cases appear to me to be at the worst end is scenarios but we lack capacity to detect that many
2. Hospitalisations until 3 days ago we’re heading for upper 1/3 of worst outcomes
… /2
…My guess would be vaccination is proving to be much more effective against severe outcomes with Omicron than anticipated but I’m still nervous about a surge in older grps. A very good thing as those ICU demand scenarios were for far more ICUs than we have at the worst 1/2
Read 4 tweets
7 Jan
936 #Covid19Ireland hospital cases today Jan7 is 137% last Friday but for the 1st time fewer than this day last year which had 1022. There were more admissions 161 this year V 131 last year but shorter lengths of stay mean numbers in hospital are now less with 3 day plateau/1 Image
972 new hospital cases this week is 141% previous but after a long period of every day increase this to has plateaued over last 3 days - too early to call a trend but certainly welcome in comparison with the alternative which had us heading for 1700 is hospital by Thursday /2 Image
Underlying this is a fall in the proportion of cases going to hospital, New hospital cases in week are 0.91% cases, 1st time that's fallen under 1% and for periods in recent months it was four times that rate (we'd have 4,000 in hospital now at that mid October rate) /3 Image
Read 13 tweets
21 Oct 21
Looking in details at 63 #Covid19Ireland deaths added week shows a larger proportion of younger ages, larger proportion at home and all but one in recent months from comparison with last weeks
Under 25 +2
25-34 +1
35-44 +1
45-54 NC
55-64 +4
65-74 +16
75-84 +15
85plus +24
/1
1 January 2021, 25 added to months covered by July NPHET scenarios - some commentators prematurely thought we had come further under deaths scn than was likely because they were not allowing for report lag
Jan+1
July+1
Aug+4
Sep+19
Oct+37 (Of which 21 were prior to this week)/2
The 10 occurring at home is 4 times the rate of the pandemic overall which along with the younger ages might indicate C19 triggered heart attacks?

Settings
Hospital +25
Res Institution +20
Home +10
Unknown +8

Outbreak linked
Nursing home +22
Hospital +4
Community Hos +1
/3
Read 15 tweets
20 Oct 21
Big surge in #Covid19Ireland ICU admissions today which TBH already throughs the push ahead with reopening into doubt. Highest occupancy since 19th March
86 ICU is 125% last Weds
49 ICU admissions this week is 153% previous
ICU admissions are 13% NHC, 0.5% cases /1
There was a lot of (strange) commentary that treated the August NPHET scenarios as missed targets & so is now wondering why healthcare can't cope now. Better to understand them as avoided fears that would have caused enormous disruption - which we are now heading towards /2
There appear to have been two deaths as only 12 additional occupancy but that would have filled all the available ICU beds yesterday which presumably means surge capacity will be activated by taking operating theatres out of use - so a lot of cancelled other healthcare /3
Read 5 tweets
20 Oct 21
First time I’ve seen this very useful table from near the start of the pandemic which assigns a score to what’s essentially the housing crisis contribution to the pandemic - note Swedens position at the bottom of the table while we are 3rd worst at top
And breaking down some of the factors that make up that housing crisis score. Given the huge role of household transmission the advantage to having a lot of single occupier households where there is nobody else to infect is self evident in making it easier to control
Going back to this table people have been asking why Denmark, Finland, Germany & Sweden have lower cases with much open. Those are the four least effected by ‘housing crisis’ overcrowding conditions as measured here. Norway not listed but also would be low on scale
Read 5 tweets

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