8,885 Matching Annotations
  1. May 2020
    1. Lai, J., Ma, S., Wang, Y., Cai, Z., Hu, J., Wei, N., Wu, J., Du, H., Chen, T., Li, R., Tan, H., Kang, L., Yao, L., Huang, M., Wang, H., Wang, G., Liu, Z., & Hu, S. (2020). Factors Associated With Mental Health Outcomes Among Health Care Workers Exposed to Coronavirus Disease 2019. JAMA Network Open, 3(3), e203976–e203976. https://doi.org/10.1001/jamanetworkopen.2020.3976

    1. Shweta, F., Murugadoss, K., Awasthi, S., Venkatakrishnan, A., Puranik, A., Kang, M., Pickering, B. W., O’Horo, J. C., Bauer, P. R., Razonable, R. R., Vergidis, P., Temesgen, Z., Rizza, S., Mahmood, M., Wilson, W. R., Challener, D., Anand, P., Liebers, M., Doctor, Z., … Badley, A. D. (2020). Augmented Curation of Unstructured Clinical Notes from a Massive EHR System Reveals Specific Phenotypic Signature of Impending COVID-19 Diagnosis [Preprint]. Infectious Diseases (except HIV/AIDS). https://doi.org/10.1101/2020.04.19.20067660

    1. COVID-19 has spurred a shift to analyze things like supply chain disruptions, speech analytics, and filtering out pandemic-related behavior, such as binge shopping, Burtch Works says. Data teams are being asked to create new simulations for the coming recession, to create scorecards to track pandemic-related behavior, and add COVID-19 control variables to marketing attribution models, the company says.

      How COVID-19 impacts activities of data positions

    2. Data scientists and data engineers have built-in job security relative to other positions as businesses transition their operations to rely more heavily on data, data science, and AI. That’s a long-term trend that is not likely to change due to COVID-19, although momentum had started to slow in 2019 as venture capital investments ebbed.
  2. Apr 2020
    1. Adams, E. R., Anand, R., Andersson, M. I., Auckland, K., Baillie, J. K., Barnes, E., Bell, J., Berry, T., Bibi, S., Carroll, M., Chinnakannan, S., Clutterbuck, E., Cornall, R. J., Crook, D. W., Silva, T. D., Dejnirattisai, W., Dingle, K. E., Dold, C., Eyre, D. W., … Sanchez, V. (2020). Evaluation of antibody testing for SARS-Cov-2 using ELISA and lateral flow immunoassays. MedRxiv, 2020.04.15.20066407. https://doi.org/10.1101/2020.04.15.20066407

    1. progression of respiratory diseases

      Including COVID-19, as it is estimated 50% of patients with COVID-19 who have died had secondary bacterial infections. Watch the COSMIC project looking at metagenomics of respiratory samples to identify the bacteria, fungi, and viral co-infections present in patients with COVID-19 https://www.covid-coinfections.org/t/cosmic-co-infections-and-secondary-microbial-infections-in-covid-19/17

    1. Since people over 65 account for about 80% of Covid-19 deaths, Sweden asked only seniors to shelter in place rather than shutting down the rest of the country; and since Sweden had no pediatric deaths, it didn’t shut down elementary and middle schools… 

      As time passes, I do think there is a place for more targeted interventions such as these as we ease restrictions.

    1. Will Fithian en Twitter: “The authors said by email that they used a built-in Stata function and aren’t sure themselves how the software used the input weights. I suspect they misapplied that function (too complicated to tweet why) but I don’t know Stata well enough to be sure; it seems neither do they.” / Twitter. (n.d.). Twitter. Retrieved April 27, 2020, from https://twitter.com/wfithian/status/1252692362037362693

    1. Natural immunity, which has been slowed by the shutdown, will not yet have fully developed.

      The shutdown was necessitated by the lack of capacity in our healthcare system. This statement seems to name natural immunity as the end goal without mentioning the capacity of the healthcare system.

    2. It is a huge and daunting problem, but the Purdue way has always been to tackle problems, not hide from them. 

      This is interesting rah-rah rhetoric even while he seems to be hiding from the medical and scientific realities of the problem.