COVID Models to Know Future Numbers (For attention of Doctors) |

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COVID Models to Know Future Numbers (For attention of Doctors)

Dr KK Aggarwal, 25 March 2020
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#Multispeciality

Case fatality rate:Number of deaths/number of cases, As on 5 pm 23^rd March, 14924/345289 = 4.32 %
Correct formula: CFR = deaths at day.x /cases at day.x-(T), (where T = average time period from case confirmation to death, which is 14 days)

Deaths on 23^rd March = 14924; Cases 14 days before 10^th March = 114381

Correct CFR = 14924/114381= 13%

Deaths in symptomatic cases= 1-2%, Number of deaths X 100= expected number of symptomatic cases
Symptomatic casesx 50 =number of asymptomatic cases
Total expected number of cases: Italy scenario: 978/million population (0.1% of the population), China scenario: 56/million population, Switzerland scenario: 1000/million population, Average scenario 46 per million population, Average scenario India: 50 per million population
Expected Number of cases after seven days

Number of cases today x 2 (doubling time 7 days, normal spreader)

Number of cases x 6 (Doubling time 2 days, super spreader)

Number of cases expected in the community:We can look at the number of deaths occurring in a five-day period, and estimate the number of infections required to cause these deaths based on a 3.3% fatality rate.

We can then compare that to the number of new cases detected in the five-day period 17 days earlier to estimate the proportion of actual cases that were detected 17 days ago.

This will give us an estimate of the total number of cases, both confirmed and unconfirmed.

Lock down effect = reduction in cases after average incubation period (5 days)

Lock down effect in reduction in deaths: on day 14 (time to death)
Requirements of ventilators on day 9: 3% of number of new cases detected
Requirement of future oxygen on day 7: 15% of total cases detected today
Number of people which can be managed at home care: 80% of number of cases today; Requirements of ventilators: 3% of number of cases today
Requirement of oxygen beds today:15% of total cases today