… have investigated underlying medical conditions for indicators … role of age groups and gender
on, the probability of COVID-19 … , COVID-19 is reshaping the working and living conditions …

… the future of coronavirus disease 2019 (COVID-19) … from these models should be transparent
by reporting ranges (such … Fourth, models should incorporate measures of their accuracy as …

… The model may be used for short- and long-term projections, … with respect to contagious
diseases, ie COVID-19 in this case, … models of the COVID-19 pandemic should incorporate these …

… -related mortality by incorporating population infection rate in … to individualise risk prediction
across underlying conditions, which … conditions at different ages in women and men, sharing …

… proportion of coronavirus disease-2019 (COVID-19) patients, … larger sample sizes by integrating
published studies to date is … of gender, age, or comorbidity with mortality in patients with …

… approach to gender medicine that integrates information … model to predict the status of
recovered and dead COVID-19 … Despite the urgency of basic science and clinical research to …

… to the disease 28,29 . It is nearly impossible to incorporate these factors precisely in a model
… patients) at random stratified by patient age, gender, presence of mortality events, presence …

… —one for covid-19 deaths and one for deaths due to other causes, … ratios for risk of covid-19
death for men and women in the … Work is also underway to consider integration of this new …

… Owing to the initial emergency situation of the covid-19 … The remaining 262 (69%) did
not provide the underlying model … population in the UK, separately for men and women.The …

… , in the current situation, with the rapid spread of COVID-19, … -level population statistics such
as age, gender, and density as … Rstudio as the integrated development environment (IDE). …