Denmark/Omicron 18 Dec 2021: first look at people in hospital data. Looks to me that people who are in hospital have tested positive 6-7 days earlier. 1/x
Also it would appear that the amount of people in hospital is about 1.9-2.2 percent of people who tested positive 6-7 days earlier. That level is 79-83 percent lower than the overall level of people in hospital in Denmark before the Omicron wave (10.3-10.8%). 2/x
How each point in this graph has been calculated:
- reliable data on new cases exists only up to 13 Dec
- first example (red circle): comparing people in hospital 15-17 Dec with new cases 11-13 Dec (=4 days earlier) 3/x
1) people in hospital: sum of last 3 days = 52 2) new Omicron cases 4 days earlier = 5505 3) 52/5505 = 0.94 percent (data point for 17 Dec) 4/x
Example 2: calculating all the data points on the 7 day line. 5/x
Here are all the data points calculated on the 7 day line. Example: data point for 17 Dec = 52/2357 = 2.21 percent. 6/x
Here is a cumulative version of the above graph. There appears to be initial convergence towards the 6-7 day range (which would mean that people are at hospital an average of 6-7 days after having tested positive with Omicron). 7/x
Here is a quick calculation of length of hospital stay
- hospital stay appears roughly 0.85 days
- therefore: admissions to be measured at the 5-6 day point 8/x
Therefore Omicron admissions in Denmark, measured at the 5-6 day mark, are estimated at 1.7-2.1 percent of people who tested positive 5-6 days earlier. 9/x
Summary estimates:
- roughly 1.7-2.1 percent of people, who have tested positive 5-6 days earlier, are admitted to hospital, where they stay an average of 0.85 days
- roughly 1.9 - 2.2 percent of people who tested positive 6-7 days earlier are at hospital 10/x
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25-29 year olds: cancer and neoplasm related deaths in Sweden (C00-D48). 1/x
During 2020-2024, among 25-29 year olds, the share of cancers showing growth in 2023-2024 increased from a historical baseline of 22% of all cancers (1997-2019 average) to 61% in 2024. 2/x
This is the same chart in terms of absolute numbers. Among 25-29 year olds, the total number of cancer related deaths bottomed out in 2021.
For the causes showing growth (in red),
- 2020-2024 average is 2.2 times as high as the 1997-2019 baseline
- 2023-2024 average is 3.1 times as high as the 1997-2019 baseline
3/x
Cancer and neoplasm related deaths in Sweden (C00-D48). 1/x
Among 30-34 year olds, cancer and neoplasm related causes of death have been growing at an average rate of 32.5% per year since 2021 (equivalent to a 10-fold increase in 8.2 years if current growth continues). 2/x
Cancer related deaths accounted for 16.8% of all deaths among 30-34 year olds in 2024. If they continue to grow at the rate of 32.5%, they alone could be sufficient to double total mortality in this age group within 4 years, and increase it 10-fold within a further 8 years. 3/x
Finland's epidemic 22 Feb 2026: the amount of virus detected in wastewater is now 60% higher than during the first Omicron wave in 2022. The post-Omicron baseline appears permanently higher compared with the pre-Omicron period; repeated waves show no sign of diminishing. 1/x
Post-Omicron baseline is permanently higher than pre-Omicron:
- before late 2021, levels were mostly 10³–10⁴.
- from 2022 onward, even troughs sit around 10⁵, or 10-100x higher than before Omicron: a sign of constant background transmission 2/x
The first Omicron wave in January 2022 was the first major structural break.
- this wave was an order of magnitude jump compared to the pre-Omicron period (2020-2021)
- the first Omicron wave fundamentally shifted the baseline 10 to 100 times upward 3/x
Between 1997 and 2019, mortality across age groups declined by up to 48 percent. Large amounts of additional life were delivered. Courtesy of the Swedish health system. 1/x
Between 2019 and 2024, the Swedish health system took a step back. It would appear that school aged children were sacrificed for the greater good. 2/x
As a result, the post-2019 years have seen increasing levels for disease-related mortality for the younger age groups. For 5-9 and 10-14 year olds, mortality is now 66% and 38% higher than in 2019, respectively. 2024 was the worst for both of these age groups. 3/x