we collaborated with over 1,000 physicians to curate training data that enables more factual and comprehensive responses.
令人惊讶的是：为了提升Muse Spark在健康领域的推理能力，Meta竟然与超过1000名医生合作来筛选训练数据。这种规模的专家参与在AI模型开发中极为罕见，显示了Meta对医疗健康领域准确性的高度重视，也反映了AI模型专业化训练的新趋势。
190 Matching Annotations
- Last 7 days
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- Nov 2025
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journals.plos.org journals.plos.org
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Systolic blood pressure.
Gender and grade level had no effect on systolic BP recovery. The only major-related difference was that landscape/environmental majors showed a significantly larger SBP reduction than non-environment majors when viewing desert landscapes, but not for any other landscape type.
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3.1 Physiological response of viewing different landscape types
This study shows that visual exposure to natural environments, especially forests and water, produces measurable physiological relaxation: • nature images lower systolic BP • forest images lower diastolic BP • water images lower HR Suggests that different types of natural scenes have different calming effects, and body overall responds physiologically to nature in ways that promote relaxation and reduce stress.
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- Mar 2025
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www.infoway-inforoute.ca www.infoway-inforoute.ca
- Dec 2024
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Zaskakujące odkrycie naukowców: Jak szybki chód działa na zdrowie metaboliczne?
Participants were asked: "Is your walking speed faster than people of your gender and age?" Based on their answers, they were categorized as "fast walkers" or "slow walkers."
The study included:
- 8,578 obese individuals,
- 9,626 individuals with a large waist circumference,
- 6,742 individuals meeting both criteria.
Summary:
- Overweight individuals who perceive their walking speed as fast have a 30% lower risk of diabetes, along with reduced risks of hypertension and dyslipidemia.
- Subjective assessment of walking speed can serve as a simple and cost-effective tool to identify metabolic health risks.
- Fast walking indicates the good condition of muscles, joints, and the cardiovascular and respiratory systems.
- Previous research has linked slow walking speed to an increased risk of cardiovascular diseases and higher mortality rates in older adults.
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- Nov 2024
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www.canada.ca www.canada.ca
- Feb 2024
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flowmaps.life.bsc.es flowmaps.life.bsc.es
- Jan 2024
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www.derstandard.de www.derstandard.de
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Eine Studie enthält starke Hinweise darauf, dass die globale Erhitzung die Lebenserwartung weltweit schon um 6 Monate verkürzt hat. https://www.derstandard.de/story/3000000203417/neue-hinweise-zu-den-acht-zutaten-die-20-zusaetzliche-lebensjahre-bringen
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- Mar 2023
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
- Aug 2022
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www.theguardian.com www.theguardian.com
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Campbell, D., Sabbagh, D., & Devlin, H. (2022, January 7). Military deployed at London hospitals due to Omicron staff shortages. The Guardian. https://www.theguardian.com/world/2022/jan/07/military-deployed-at-london-hospitals-due-to-omicron-staff-shortages
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www.theatlantic.com www.theatlantic.com
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Kissane, E. (2021, December 23). We’re About to Lose Track of the Pandemic. The Atlantic. https://www.theatlantic.com/ideas/archive/2021/12/were-about-to-lose-track-of-the-pandemic/621097/
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twitter.com twitter.com
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ReconfigBehSci. (2021, December 17). RT @EricTopol: No evidence that Omicron is less severe, new @imperialcollege study reports https://ft.com/content/020534b3-5a54-4517-9fd1-167a5db50786 https://t.co/5YYzJ6tVtc [Tweet]. @SciBeh. https://twitter.com/SciBeh/status/1472156681098469380
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twitter.com twitter.com
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Pouria Hadjibagheri [@Pouriaaa]. (2021, July 14). The state of the UK’s statistical system 2020/21 by @StatsRegulation Thank you! 🎊😀🎉 See the report: Https://osr.statisticsauthority.gov.uk/publication/the-state-of-the-uks-statistical-system-2020-21/pages/8/ https://t.co/dEBmVz3oTm [Tweet]. Twitter. https://twitter.com/Pouriaaa/status/1415371346775838725
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psyarxiv.com psyarxiv.com
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Jørgensen, F. J., Nielsen, L. H., & Petersen, M. B. (2021). Willingness to Take the Booster Vaccine in a Nationally Representative Sample of Danes. PsyArXiv. https://doi.org/10.31234/osf.io/wurz8
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psyarxiv.com psyarxiv.com
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Petersen, M. B., Rasmussen, M. S., Lindholt, M. F., & Jørgensen, F. J. (2021). Pandemic Fatigue and Populism: The Development of Pandemic Fatigue during the COVID-19 Pandemic and How It Fuels Political Discontent across Eight Western Democracies. PsyArXiv. https://doi.org/10.31234/osf.io/y6wm4
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- May 2022
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www.canada.ca www.canada.ca
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- Apr 2022
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www.imperial.ac.uk www.imperial.ac.uk
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Imperial News. ‘“Issue of Inequalities” for Long COVID Patients Needs to Be Addressed | Imperial News | Imperial College London’. Accessed 22 April 2022. https://www.imperial.ac.uk/news/232234/issue-inequalities-long-covid-patients-needs/.
Tags
- science
- is:website
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- survey
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- comms strategy
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- health and wellbeing
- COVID-19
- lang:en
- infectious diseases
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- data
- inequalities
- centre
- imperial college london
- health
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- academic
- global challenges
- school of public health
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twitter.com twitter.com
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The Lancet. (2021, April 16). Quantity > quality? The magnitude of #COVID19 research of questionable methodological quality reveals an urgent need to optimise clinical trial research—But how? A new @LancetGH Series discusses challenges and solutions. Read https://t.co/z4SluR3yuh 1/5 https://t.co/94RRVT0qhF [Tweet]. @TheLancet. https://twitter.com/TheLancet/status/1383027527233515520
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twitter.com twitter.com
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Dr Nisreen Alwan 🌻. (2020, March 14). Our letter in the Times. ‘We request that the government urgently and openly share the scientific evidence, data and modelling it is using to inform its decision on the #Covid_19 public health interventions’ @richardhorton1 @miriamorcutt @devisridhar @drannewilson @PWGTennant https://t.co/YZamKCheXH [Tweet]. @Dr2NisreenAlwan. https://twitter.com/Dr2NisreenAlwan/status/1238726765469749248
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twitter.com twitter.com
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Adam Kucharski. (2021, March 24). This is an interesting perspective on Taiwan (& glad it mentions data/privacy), although I’d like to see more references to what local officials were actually saying about approach in real-time, rather than what UK-based researchers later say it was: Https://t.co/FDu0mQoISh 1/ [Tweet]. @AdamJKucharski. https://twitter.com/AdamJKucharski/status/1374638777814167555
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twitter.com twitter.com
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Sarah Mojarad. (2020, October 23). What are some of the positive consequences of social media? Would love to hear your stories! [Tweet]. @Sarah_Mojarad. https://twitter.com/Sarah_Mojarad/status/1319722197766733825
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- is:twitter
- information
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bmjopen.bmj.com bmjopen.bmj.com
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Lewis, S. J., Dack, K., Relton, C. L., Munafo, M. R., & Smith, G. D. (2021). Was the risk of death among the population of teachers and other school workers in England and Wales due to COVID-19 and all causes higher than other occupations during the pandemic in 2020? An ecological study using routinely collected data on deaths from the Office for National Statistics. BMJ Open, 11(11), e050656. https://doi.org/10.1136/bmjopen-2021-050656
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twitter.com twitter.com
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Tyler Black, MD. (2021, December 10). Statistics Canada has been asking kids about mental health during the pandemic. Initially, after the first 5 months (with school shutdowns, summer break, lots of restrictions), more kids said they were better than worse, most reported no change. 86% “No change or better” [/1] https://t.co/3shKtrxEVU [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1469380405451100162
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ourworldindata.org ourworldindata.org
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Richard. (2021, October 17). @fascinatorfun Letter to parents sent to me by a friend today … https://t.co/Ivn93WLD9t [Tweet]. @dikt54. https://twitter.com/dikt54/status/1449763622020866055
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- Mar 2022
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twitter.com twitter.com
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Jens von Bergmann. (2021, December 14). Every time a new variant with a selective advantage is making the rounds, but especially this time. Https://t.co/fDEq54nHCl [Tweet]. @vb_jens. https://twitter.com/vb_jens/status/1470604121640030214
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twitter.com twitter.com
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Eran Segal. (2021, August 17). Israel data showing the decay of vaccine efficacy over time. Y-axis is cases per 1000 from July 7 to Aug 10, for unvaccinated, and for people vaccinated at different times Cases are higher in those vaxed earlier Despite world-data caveats, this seems quite compelling https://t.co/5aNz48AC8F [Tweet]. @segal_eran. https://twitter.com/segal_eran/status/1427696623988117505
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Natalie E. Dean, PhD. (2021, August 17). Real-world data from Israel show a growing gap between the earliest vaccinated (blue arrow) and the recently vaccinated (green arrow) within age groups. Confounding is always a concern (are these groups fundamentally different?) but the magnitude of the difference is notable. Https://t.co/s8pevRbax8 [Tweet]. @nataliexdean. https://twitter.com/nataliexdean/status/1427703094062706691
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psyarxiv.com psyarxiv.com
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Han, Y., & Adolphs, R. (2022, February 4). Trait resilience protects against depression caused by loneliness during the COVID pandemic. https://doi.org/10.31234/osf.io/9dac6
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- Feb 2022
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twitter.com twitter.com
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Tyler Black, MD. (2022, January 25). /1 Hi Lucy and your colleagues. Your advocacy toolkit contains poorly sourced, contexted, and biased information on mental health during the pandemic/schooling. And I have receipts too! (Thread) #urgencyofnormal https://t.co/JeWKE0iGn1 [Tweet]. @tylerblack32. https://twitter.com/tylerblack32/status/1486111652076527623
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www.youtube.com www.youtube.com
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indie_SAGE. (2022, February 11). Indie_SAGE 11.02.2022. https://www.youtube.com/watch?v=0GC9QsKfrNc
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Dr. Peter Hotez: Omicron is like a fast-moving freight train. (n.d.). MSN. Retrieved February 20, 2022, from https://www.msn.com/en-us/news/us/dr-peter-hotez-omicron-is-like-a-fast-moving-freight-train/vi-AARPfVG
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twitter.com twitter.com
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Eric Feigl-Ding. (2022, January 17). Pandemic leadership matters. #COVID19 mortality per capita by state. 📍Public health is policy, policy is politics. 📍Human behavior is often driven by misinformation. 📍Misinformation is often driven by politics. 📍Politics can be changed by voting—Unless voters can’t. Https://t.co/pFkndQZrfr [Tweet]. @DrEricDing. https://twitter.com/DrEricDing/status/1483181226815012867
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www.science.org www.science.org
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COVID-19 takes serious toll on heart health—A full year after recovery. (n.d.). Retrieved February 11, 2022, from https://www.science.org/content/article/covid-19-takes-serious-toll-heart-health-full-year-after-recovery
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twitter.com twitter.com
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Mahan Ghafari, ماهان غفاری. (2022, February 1). After the daily covid-19 cases in Iran dropped to record-low numbers last month, it is now back in full swing due to omicron! Map on the left (mostly coloured in blue) shows the situation in late december and the one on the right is from 2 days ago (many in amber or red). 1/ https://t.co/vgpwuiymbl [Tweet]. @Mahan_Ghafari. https://twitter.com/Mahan_Ghafari/status/1488481042847698946
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US government moves to end daily COVID-19 death reporting by hospitals. (n.d.). World Socialist Web Site. Retrieved February 2, 2022, from https://www.wsws.org/en/articles/2022/01/15/hhhs-j15.html
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- Jan 2022
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news.sky.com news.sky.com
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Coronavirus: Inside a long COVID clinic as patient who was “fit and healthy” can now “barely do anything.” (n.d.). Sky News. Retrieved January 25, 2022, from https://news.sky.com/story/coronavirus-inside-a-long-covid-clinic-as-patient-who-was-fit-and-healthy-can-now-barely-do-anything-12522619
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- anxiety
- England
- COVID-19
- lang:en
- research
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- long covid
- mental health
- UK
- data
- hospitalization
- depression
- is:news
- ICU
- loosening restrictions
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twitter.com twitter.com
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WHO/Europe. (2022, January 24). 732 days of #COVID19 in the WHO European Region – in 15 figures 👉 https://bit.ly/3rHKfAB Find out more in the thread 👇 https://t.co/3QGLeQ4jsO [Tweet]. @WHO_Europe. https://twitter.com/WHO_Europe/status/1485650319489052674
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medicalxpress.com medicalxpress.com
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Crane, M., & University, T. O. S. (n.d.). Vaccine hesitance dropped faster among Blacks, study finds. Retrieved January 24, 2022, from https://medicalxpress.com/news/2022-01-vaccine-hesitance-faster-blacks.html
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www.medrxiv.org www.medrxiv.org
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Patone, M., Mei, X. W., Handunnetthi, L., Dixon, S., Zaccardi, F., Shankar-Hari, M., Watkinson, P., Khunti, K., Harnden, A., Coupland, C. A., Channon, K. M., Mills, N. L., Sheikh, A., & Hippisley-Cox, J. (2021). Risk of myocarditis following sequential COVID-19 vaccinations by age and sex (p. 2021.12.23.21268276). medRxiv. https://doi.org/10.1101/2021.12.23.21268276
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angusreid.org angusreid.org
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Omicron Inevitability? 55% say they’ll be infected regardless of precautions; two-in-five would end all restrictions. (2022, January 13). Angus Reid Institute. https://angusreid.org/omicron-covid-19-inevitable-back-to-school/
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theconversation.com theconversation.com
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Stanford, J. (n.d.). Healthy humans drive the economy: We’re now witnessing one of the worst public policy failures in Australia’s history. The Conversation. Retrieved January 12, 2022, from http://theconversation.com/healthy-humans-drive-the-economy-were-now-witnessing-one-of-the-worst-public-policy-failures-in-australias-history-174606
Tags
- transportation
- child care
- workforce
- emergency services
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- labour
- technology
- isolation
- Omicron
- logistics
- supply chain
- is:webpage
- Australia
- economy
- COVID-19
- lang:en
- production
- policy
- restrictions
- lockdown
- essential services
- agriculture
- government
- manufacturing
- data
- staff shortage
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www.theguardian.com www.theguardian.com
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Banerjee, A. (2022, January 12). I’m leading a long Covid trial – it’s clear Britain has underestimated its impact. The Guardian. https://www.theguardian.com/commentisfree/2022/jan/12/long-covid-trial-britain-short-term-virus
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twitter.com twitter.com
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Kayla Simpson. (2022, January 3). The COVID data coming out of NYC jails is...beyond staggering. Today’s report shows a 7-day avg positivity rate of 37%, w/502 ACTIVE INFECTIONS. With a ~5K census, that means that nearly one in ten people in DOC has an ACTIVE infection. Crisis on crisis. Https://hhinternet.blob.core.windows.net/uploads/2022/01/CHS-COVID-19-data-snapshot-2020103.pdf [Tweet]. @KSimpsonHere. https://twitter.com/KSimpsonHere/status/1478114046360657926
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www.nature.com www.nature.com
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Happi, C. T., & Nkengasong, J. N. (2022). Two years of COVID-19 in Africa: Lessons for the world. Nature, 601(7891), 22–25. https://doi.org/10.1038/d41586-021-03821-8
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www.theguardian.com www.theguardian.com
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Spiegelhalter, D., & Masters, A. (2022, January 2). Can you capture the complex reality of the pandemic with numbers? Well, we tried…. The Guardian. https://www.theguardian.com/commentisfree/2022/jan/02/2021-year-when-interpreting-covid-statistics-crucial-to-reach-truth
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twitter.com twitter.com
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Dr Rob Whitehurst. (2022, January 2). “Uncoupled” https://t.co/KjG4VTgb88 [Tweet]. @OYCar. https://twitter.com/OYCar/status/1477469346989436929
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- Dec 2021
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Covid: UK reports highest daily cases since the pandemic began. (2021, December 15). BBC News. https://www.bbc.com/news/uk-59673150
Tags
- ventilation
- guidance
- mental health
- UK
- Omicron
- education
- NHS
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- lang:en
- covid pass
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- legislation
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- vaccine
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- daily cases
- delta
- data
- hospitalization
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- variant
- modeling
- is:news
- socialising
- Christmas
- mask mandate
- government
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- epidemic
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www.medrxiv.org www.medrxiv.org
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Colosi, E., Bassignana, G., Contreras, D. A., Poirier, C., Boëlle, P.-Y., Cauchemez, S., Yazdanpanah, Y., Lina, B., Fontanet, A., Barrat, A., & Colizza, V. (2021). Screening and vaccination against COVID-19 to minimize school closure (p. 2021.08.15.21261243). https://doi.org/10.1101/2021.08.15.21261243
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Iacobucci, G. (2021). Covid-19 and pregnancy: Vaccine hesitancy and how to overcome it. BMJ, 375, n2862. https://doi.org/10.1136/bmj.n2862
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www.theguardian.com www.theguardian.com
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Sridhar, D. (2021, November 28). How bad will the Omicron Covid variant be in Britain? Three things will tell us. The Guardian. https://www.theguardian.com/commentisfree/2021/nov/28/omicron-covid-variant-britain-southern-africa
Tags
- public health measures
- science
- vaccine efficacy
- immunity
- UK
- travel ban
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- home-testing kit
- England
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- is:news
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- Nov 2021
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Wise, J. (2021). Headlines play down the gravity of covid-19 in children. BMJ, 375, n2826. https://doi.org/10.1136/bmj.n2826
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www.abc.net.au www.abc.net.au
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‘A Small Number of Fully Vaccinated People with COVID-19 in NSW Have Died — Here’s Why’. ABC News, 28 September 2021. https://www.abc.net.au/news/2021-09-29/why-a-small-number-of-fully-vaccinated-people-have-died-of-covid/100497770.
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acpinternist.org acpinternist.org
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Frost, M. (n.d.). Busting COVID-19 vaccination myths. Retrieved November 2, 2021, from https://acpinternist.org/archives/2021/11/busting-covid-19-vaccination-myths.htm
Tags
- immunization
- speaking engagement
- anti-vaccine
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- FDA
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- is:webpage
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- lang:en
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- misconception
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- data
- USA
Annotators
URL
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www.theguardian.com www.theguardian.com
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Sample, I., & editor, I. S. S. (2021, November 1). One in four 35- to 54-year-olds in England not complying with Covid self-isolation. The Guardian. https://www.theguardian.com/world/2021/nov/01/one-in-four-35--to-54-year-olds-in-england-not-complying-with-covid-self-isolation
Tags
- England
- COVID-19
- lang:en
- Summer
- compliance
- statistics
- vaccine
- UK
- mental health
- is:news
- behavioral science
- data
- self-isolation
Annotators
URL
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- Oct 2021
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www.youtube.com www.youtube.com
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indie_SAGE. (2021, October 29). Indie_SAGE 29.10.21. https://www.youtube.com/watch?v=1vGdRA_7hu8
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Annotators
URL
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www.medrxiv.org www.medrxiv.org
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Hulme, W. J., Williamson, E. J., Green, A., Bhaskaran, K., McDonald, H. I., Rentsch, C. T., Schultze, A., Tazare, J., Curtis, H. J., Walker, A. J., Tomlinson, L., Palmer, T., Horne, E., MacKenna, B., Morton, C. E., Mehrkar, A., Fisher, L., Bacon, S., Evans, D., … Goldacre, B. (2021). Comparative effectiveness of ChAdOx1 versus BNT162b2 COVID-19 vaccines in Health and Social Care workers in England: A cohort study using OpenSAFELY [Preprint]. Epidemiology. https://doi.org/10.1101/2021.10.13.21264937
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blog.gdeltproject.org blog.gdeltproject.org
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Quantifying The COVID-19 Public Health Media Narrative Through TV & Radio News Analysis – The GDELT Project. (n.d.). Retrieved May 14, 2021, from https://blog.gdeltproject.org/quantifying-the-covid-19-public-health-media-narrative-through-tv-radio-news-analysis/
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publichealthcollaborative.org publichealthcollaborative.org
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Misinformation Alerts - Public Health Communications Collaborative. (n.d.). Public Health Communication Collaborative. Retrieved September 24, 2021, from https://publichealthcollaborative.org/misinformation-alerts/
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- Sep 2021
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WFSB. “Answer Desk: Should We Be Concerned about New COVID Variants This Fall?” Accessed September 20, 2021. https://www.wfsb.com/news/answer-desk-should-we-be-concerned-about-new-covid-variants-this-fall/article_301bcd2a-14dd-11ec-9d6e-c3dc18f6232c.html.
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twitter.com twitter.com
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Full Fact on Twitter. (n.d.). Twitter. Retrieved 20 September 2021, from https://twitter.com/FullFact/status/1439197512741658627
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twitter.com twitter.com
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People with weak immune systems may need COVID booster shots: Infectious disease expert. (n.d.). Fox Business. Retrieved 17 September 2021, from http://video.foxbusiness.com/v/6272871561001/
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Taylor, L. (2021). The Venezuelan health-care workers secretly collecting COVID stats. Nature, 597(7874), 20–21. https://doi.org/10.1038/d41586-021-02276-1
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twitter.com twitter.com
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David Dowdy on Twitter: “@NEJM joining the waning immunity debate. I’m going to push back a bit. Data from @UCSDHealth of vax effectiveness in health workers: 94% in June, 65% in July. Interpreted as ‘likely to be due to...delta and waning immunity over time, compounded by end of masking requirements.’ https://t.co/flDOfBbTs7” / Twitter. (n.d.). Retrieved September 2, 2021, from https://twitter.com/davidwdowdy/status/1433254675915157504?s=20
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- Aug 2021
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www.opendemocracy.net www.opendemocracy.net
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www.frontiersin.org www.frontiersin.org
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Figueiras, Maria J., Jihane Ghorayeb, Mariana V. C. Coutinho, João Marôco, and Justin Thomas. ‘Levels of Trust in Information Sources as a Predictor of Protective Health Behaviors During COVID-19 Pandemic: A UAE Cross-Sectional Study’. Frontiers in Psychology 0 (2021). https://doi.org/10.3389/fpsyg.2021.633550.
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- Jul 2021
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twitter.com twitter.com
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Juliet Pulliam, PhD. (2021, June 28). My take (3/4): The last 15 months have been brutal for those of us in SA, as in most of the world. The next few months will continue to try us. Vaccination brings our best hope of making COVID manageable. [Tweet]. @SACEMAdirector. https://twitter.com/SACEMAdirector/status/1409392605901864962
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jamanetwork.com jamanetwork.com
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If we had truly robust standards for electronic data interchange and less anxiety about privacy, these kinds of data could be moved around more freely in a structured format. Of course, there are regional exchanges where they do. The data could also be created in structured format to begin with.
This does exist. Fast Healthcare Interoperability Resources (FHIR; pronounced 'fire') is an open standard that describes data formats and elements (the 'resources' in the name), as well as an application programming interface (API) for exchanging electronic health records.
See more here: https://hl7.org/fhir/
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twitter.com twitter.com
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Nick Holliman. (2021, May 30). @anthonybmasters @d_spiegel A quick visual summary of data on this week’s article by @anthonybmasters & @d_spiegel The outlook is uncertain, although we have survived a variant once already (B.1.1.7). The data on the effect of variants is analysed as fast as it (reliably) arrives. Https://t.co/vOKmCxYMGT https://t.co/3ZeJJTdRs3 [Tweet]. @binocularity. https://twitter.com/binocularity/status/1398957348492918784
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Delta variant said to be far more widespread than federal estimates—POLITICO. (n.d.). Retrieved July 8, 2021, from https://www.politico.com/news/2021/07/08/delta-coronavirus-variant-widespread-498787?utm_source=dlvr.it&utm_medium=twitter
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- Jun 2021
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Why most people who now die with Covid in England have had a vaccination | David Spiegelhalter and Anthony Masters | The Guardian. (n.d.). Retrieved June 28, 2021, from https://www.theguardian.com/theobserver/commentisfree/2021/jun/27/why-most-people-who-now-die-with-covid-have-been-vaccinated?CMP=Share_iOSApp_Other
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journals.sagepub.com journals.sagepub.com
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Smith, A. M., Willroth, E. C., Gatchpazian, A., Shallcross, A. J., Feinberg, M., & Ford, B. Q. (2021). Coping With Health Threats: The Costs and Benefits of Managing Emotions. Psychological Science, 09567976211024260. https://doi.org/10.1177/09567976211024260
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What is behind the low covid-19 vaccine take-up in some ethnic minorities? - The BMJ. (n.d.). Retrieved June 27, 2021, from https://blogs.bmj.com/bmj/2021/04/08/what-is-behind-the-low-covid-19-vaccine-take-up-in-some-ethnic-minorities/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
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twitter.com twitter.com
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Deepti Gurdasani on Twitter: “I’m still utterly stunned by yesterday’s events—Let me go over this in chronological order & why I’m shocked. - First, in the morning yesterday, we saw a ‘leaked’ report to FT which reported on @PHE_uk data that was not public at the time🧵” / Twitter. (n.d.). Retrieved June 27, 2021, from https://twitter.com/dgurdasani1/status/1396373990986375171
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psyarxiv.com psyarxiv.com
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No 10 ‘tried to block’ data on spread of new Covid variant in English schools | Coronavirus | The Guardian. (n.d.). Retrieved May 24, 2021, from https://www.theguardian.com/world/2021/may/22/no-10-tried-to-block-data-on-spread-of-new-covid-variant-in-english-schools
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The research found that working 55 hours or more a week was associated with a 35% higher risk of stroke and a 17% higher risk of dying from heart disease, compared with a working week of 35 to 40 hours.
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www.frontiersin.org www.frontiersin.org
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Di Sebastiano, K. M., Chulak-Bozzer, T., Vanderloo, L. M., & Faulkner, G. (2020). Don’t Walk So Close to Me: Physical Distancing and Adult Physical Activity in Canada. Frontiers in Psychology, 11. https://doi.org/10.3389/fpsyg.2020.01895
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psyarxiv.com psyarxiv.com
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Westgate, Erin, Nick Buttrick, Yijun Lin, and Gaelle Milad El Helou. ‘Pandemic Boredom: Predicting Boredom and Its Consequences during Self-Isolation and Quarantine’. PsyArXiv, 11 May 2021. https://doi.org/10.31234/osf.io/78kma.
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twitter.com twitter.com
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Jens von Bergmann on Twitter. (n.d.). Twitter. Retrieved 3 March 2021, from https://twitter.com/vb_jens/status/1329450564019761156
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The Data Visualizations Behind COVID-19 Skepticism. (n.d.). The Data Visualizations Behind COVID-19 Skepticism. Retrieved March 27, 2021, from http://vis.csail.mit.edu/covid-story/
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- Apr 2021
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www.nejm.org www.nejm.org
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Shimabukuro, Tom T., Shin Y. Kim, Tanya R. Myers, Pedro L. Moro, Titilope Oduyebo, Lakshmi Panagiotakopoulos, Paige L. Marquez, et al. ‘Preliminary Findings of MRNA Covid-19 Vaccine Safety in Pregnant Persons’. New England Journal of Medicine 0, no. 0 (21 April 2021): null. https://doi.org/10.1056/NEJMoa2104983.
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www.thelancet.com www.thelancet.com
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Ten scientific reasons in support of airborne transmission of SARS-CoV-2—The Lancet. (n.d.). Retrieved April 19, 2021, from https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)00869-2/fulltext
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www.washingtonpost.com www.washingtonpost.com
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Emails show Trump officials celebrate efforts to change CDC reports on coronavirus—The Washington Post. (n.d.). Retrieved April 12, 2021, from https://www.washingtonpost.com/health/2021/04/09/cdc-covid-political-interference/
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- Mar 2021
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data.cdc.gov data.cdc.gov
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Calgary, Open. ‘COVID-19 Case Surveillance Public Use Data with Geography | Data | Centers for Disease Control and Prevention’. Accessed 26 March 2021. https://data.cdc.gov/Case-Surveillance/COVID-19-Case-Surveillance-Public-Use-Data-with-Ge/n8mc-b4w4.
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theconversation.com theconversation.com
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Hale, Thomas. ‘What We Learned from Tracking Every COVID Policy in the World’. The Conversation. Accessed 26 March 2021. http://theconversation.com/what-we-learned-from-tracking-every-covid-policy-in-the-world-157721.
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www.theguardian.com www.theguardian.com
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the Guardian. ‘There’s No Proof the Oxford Vaccine Causes Blood Clots. So Why Are People Worried? | David Spiegelhalter’, 15 March 2021. http://www.theguardian.com/commentisfree/2021/mar/15/evidence-oxford-vaccine-blood-clots-data-causal-links.
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www.thelancet.com www.thelancet.com
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Vijayasingham, L., Bischof, E., & Wolfe, J. (2021). Sex-disaggregated data in COVID-19 vaccine trials. The Lancet, 397(10278), 966–967. https://doi.org/10.1016/S0140-6736(21)00384-6
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Weber, Hannah Recht, Lauren. ‘As Vaccine Rollout Expands, Black Americans Still Left Behind’. Kaiser Health News (blog), 29 January 2021. https://khn.org/news/article/as-vaccine-rollout-expands-black-americans-still-left-behind/.
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www.census.gov www.census.gov
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U.S. Census Bureau. (2021, February 4). Small Business Pulse Survey Shows Shift in Expectations from Spring to Winter. The United States Census Bureau. https://www.census.gov/library/stories/2021/01/small-business-pulse-survey-shows-shift-in-expectations-from-spring-to-winter.html?utm_campaign=20210126msacos1ccstors&utm_medium=email&utm_source=govdelivery
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media.ed.ac.uk media.ed.ac.uk
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Li, Y. (2020, October 18). Public health measures and R. Media Hopper Create. https://media.ed.ac.uk/media/1_1uhkv3uc
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inews.co.uk inews.co.uk
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Fears for double Covid vaccine dosing as GPs left without up-to-date data amid NHS IT chaos. (2020, December 11). Inews.Co.Uk. https://inews.co.uk/news/health/covid-vaccines-fears-double-dosing-gps-nhs-it-chaos-exclusive-792346
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rapidreviewscovid19.mitpress.mit.edu rapidreviewscovid19.mitpress.mit.edu
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Editorial Office · Rapid Reviews COVID-19. (n.d.). Rapid Reviews COVID-19. Retrieved 6 March 2021, from https://rapidreviewscovid19.mitpress.mit.edu/editors2
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twitter.com twitter.com
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Rowland Manthorpe. (2020, December 16). What’s happening with the data about the vaccine? Well, let’s put it this way: There’s a lot to sort out A THREAD on my reporting today [Tweet]. @rowlsmanthorpe. https://twitter.com/rowlsmanthorpe/status/1339347825147195392
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psyarxiv.com psyarxiv.com
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Hyland, P., Vallières, F., Shevlin, M., Bentall, R. P., McKay, R., Hartman, T. K., McBride, O., & Murphy, J. (2021). Resistance to COVID-19 vaccination has increased in Ireland and the UK during the pandemic. PsyArXiv. https://doi.org/10.31234/osf.io/ry6n4
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twitter.com twitter.com
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ReconfigBehSci on Twitter: ‘RT @PsyArXivBot: Resistance to COVID-19 vaccination has increased in Ireland and the UK during the pandemic https://t.co/AgKErDr7Yj’ / Twitter. (n.d.). Retrieved 2 March 2021, from https://twitter.com/SciBeh/status/1366707710151053312
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www.bloomberg.com www.bloomberg.com
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Covid-19 Isn’t the Only Thing Shortening American Lives. (2021, February 23). Bloomberg.Com. https://www.bloomberg.com/opinion/articles/2021-02-23/covid-19-isn-t-the-only-thing-shortening-american-lives
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www.youtube.com www.youtube.com
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JAMA Network. (2020, November 6). Herd Immunity as a Coronavirus Pandemic Strategy. https://www.youtube.com/watch?v=2tsUTAWBJ9M
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www.statnews.com www.statnews.com
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A hidden success in the Covid-19 mess: The internet. (2020, November 11). STAT. https://www.statnews.com/2020/11/11/a-hidden-success-in-the-covid-19-mess-the-internet/
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- Feb 2021
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assets.publishing.service.gov.uk assets.publishing.service.gov.uk
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GOV.UK. „Investigation of Novel SARS-CoV-2 Variant: Variant of Concern 202012/01“. Zugegriffen 22. Februar 2021. https://www.gov.uk/government/publications/investigation-of-novel-sars-cov-2-variant-variant-of-concern-20201201.
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- COVID-19
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www.thelancet.com www.thelancet.com
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Huang, C., Wang, Y., Li, X., Ren, L., Zhao, J., Hu, Y., Zhang, L., Fan, G., Xu, J., Gu, X., Cheng, Z., Yu, T., Xia, J., Wei, Y., Wu, W., Xie, X., Yin, W., Li, H., Liu, M., … Cao, B. (2020). Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. The Lancet, 395(10223), 497–506. https://doi.org/10.1016/S0140-6736(20)30183-5
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www.npr.org www.npr.org
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Early Data Shows Striking Racial Disparities In Who’s Getting The COVID-19 Vaccine. (n.d.). NPR.Org. Retrieved 11 February 2021, from https://www.npr.org/sections/coronavirus-live-updates/2021/01/28/961703505/early-data-shows-striking-racial-disparities-in-whos-getting-the-covid-19-vaccin
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- Jan 2021
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cardozolawreview.com cardozolawreview.com
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Cardozo Law Review. „COVID-19 and Digital Contact Tracing: Regulating the Future of Public Health Surveillance“, 27. Januar 2021. https://cardozolawreview.com/covid-19-and-digital-contact-tracing-regulating-the-future-of-public-health-surveillance/.
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covid-19.iza.org covid-19.iza.org
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Naudé. W., (2020). Artificial Intelligence against COVID-19: An Early Review. Institute of Labor Economics. Retrieved from: https://covid-19.iza.org/publications/dp13110/
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- Nov 2020
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Samaritans responds to NCISH’s 2020 suicide figures in England. (n.d.). Samaritans. Retrieved 18 November 2020, from https://www.samaritans.org/news/samaritans-responds-ncish-new-suicide-figures-england/
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- Oct 2020
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www.coe.int www.coe.int
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AI and control of Covid-19 coronavirus. (n.d.). Artificial Intelligence. Retrieved October 15, 2020, from https://www.coe.int/en/web/artificial-intelligence/ai-and-control-of-covid-19-coronavirus
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www.reddit.com www.reddit.com
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r/BehSciResearch—Review on combatting the COVID misinformation flood. (n.d.). Reddit. Retrieved October 12, 2020, from https://www.reddit.com/r/BehSciResearch/comments/j9mrlp/review_on_combatting_the_covid_misinformation/
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www.ecdc.europa.eu www.ecdc.europa.eu
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New tool for the early detection of public health threats from Twitter data: Epitweetr. (2020, October 1). European Centre for Disease Prevention and Control. https://www.ecdc.europa.eu/en/news-events/new-tool-early-detection-public-health-threats-twitter-data-epitweetr
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twitter.com twitter.com
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Shauna Brail on Twitter. (n.d.). Twitter. Retrieved October 9, 2020, from https://twitter.com/shaunabrail/status/1313818873163067392
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videocast.nih.gov videocast.nih.gov
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NIH VideoCast—Joseph Leiter NLM/MLA Lectureship: Digital Epidemiology and the COVID-19 Pandemic. (n.d.). Retrieved 6 October 2020, from https://videocast.nih.gov/watch=38269
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- Sep 2020
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www.thelancet.com www.thelancet.com
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Knawy, B. A., Adil, M., Crooks, G., Rhee, K., Bates, D., Jokhdar, H., Klag, M., Lee, U., Mokdad, A. H., Schaper, L., Hazme, R. A., Khathaami, A. M. A., & Abduljawad, J. (2020). The Riyadh Declaration: The role of digital health in fighting pandemics. The Lancet, 0(0). https://doi.org/10.1016/S0140-6736(20)31978-4
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advances.sciencemag.org advances.sciencemag.org
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Holman, E. A., Thompson, R. R., Garfin, D. R., & Silver, R. C. (2020). The unfolding COVID-19 pandemic: A probability-based, nationally representative study of mental health in the U.S. Science Advances, eabd5390. https://doi.org/10.1126/sciadv.abd5390
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psyarxiv.com psyarxiv.com
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Rajkumar, R. P. (2020). Novel Coronavirus Disease (COVID-19) and Suicide: Conceptual and Practical Considerations [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/z7drs
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Chaudhry, R., Dranitsaris, G., Mubashir, T., Bartoszko, J., & Riazi, S. (2020). A country level analysis measuring the impact of government actions, country preparedness and socioeconomic factors on COVID-19 mortality and related health outcomes. EClinicalMedicine, 0(0). https://doi.org/10.1016/j.eclinm.2020.100464
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Lozano, R., Fullman, N., Mumford, J. E., Knight, M., Barthelemy, C. M., Abbafati, C., Abbastabar, H., Abd-Allah, F., Abdollahi, M., Abedi, A., Abolhassani, H., Abosetugn, A. E., Abreu, L. G., Abrigo, M. R. M., Haimed, A. K. A., Abushouk, A. I., Adabi, M., Adebayo, O. M., Adekanmbi, V., … Murray, C. J. L. (2020). Measuring universal health coverage based on an index of effective coverage of health services in 204 countries and territories, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. The Lancet, 0(0). https://doi.org/10.1016/S0140-6736(20)30750-9
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Marijon, E., Karam, N., Jost, D., Perrot, D., Frattini, B., Derkenne, C., Sharifzadehgan, A., Waldmann, V., Beganton, F., Narayanan, K., Lafont, A., Bougouin, W., & Jouven, X. (2020). Out-of-hospital cardiac arrest during the COVID-19 pandemic in Paris, France: A population-based, observational study. The Lancet Public Health, 5(8), e437–e443. https://doi.org/10.1016/S2468-2667(20)30117-1
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The Trump administration must stop sidelining the CDC. (2020). Nature, 583(7818), 660–660. https://doi.org/10.1038/d41586-020-02231-6
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Holtz, D., Zhao, M., Benzell, S. G., Cao, C. Y., Rahimian, M. A., Yang, J., Allen, J., Collis, A., Moehring, A., Sowrirajan, T., Ghosh, D., Zhang, Y., Dhillon, P. S., Nicolaides, C., Eckles, D., & Aral, S. (2020). Interdependence and the cost of uncoordinated responses to COVID-19. Proceedings of the National Academy of Sciences, 117(33), 19837–19843. https://doi.org/10.1073/pnas.2009522117
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Nguyen, L. H., Drew, D. A., Graham, M. S., Joshi, A. D., Guo, C.-G., Ma, W., Mehta, R. S., Warner, E. T., Sikavi, D. R., Lo, C.-H., Kwon, S., Song, M., Mucci, L. A., Stampfer, M. J., Willett, W. C., Eliassen, A. H., Hart, J. E., Chavarro, J. E., Rich-Edwards, J. W., … Zhang, F. (2020). Risk of COVID-19 among front-line health-care workers and the general community: A prospective cohort study. The Lancet Public Health, 0(0). https://doi.org/10.1016/S2468-2667(20)30164-X
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www.nber.org www.nber.org
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Cicala, S., Holland, S. P., Mansur, E. T., Muller, N. Z., & Yates, A. J. (2020). Expected Health Effects of Reduced Air Pollution from COVID-19 Social Distancing (Working Paper No. 27135; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27135
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covid-19.iza.org covid-19.iza.org
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Stay-At-Home Orders, Social Distancing and Trust. COVID-19 and the Labor Market. (n.d.). IZA – Institute of Labor Economics. Retrieved August 5, 2020, from https://covid-19.iza.org/publications/dp13234/
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Public Health England has changed its definition of deaths: Here’s what it means. (n.d.). CEBM. Retrieved 14 August 2020, from https://www.cebm.net/covid-19/public-health-england-death-data-revised/
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AP NEWS. ‘Health Officials Are Quitting or Getting Fired amid Outbreak’, 10 August 2020. https://apnews.com/8ea3b3669bccf8a637b81f8261f1cd78.
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Stock, James H. ‘Data Gaps and the Policy Response to the Novel Coronavirus’. Working Paper. Working Paper Series. National Bureau of Economic Research, March 2020. https://doi.org/10.3386/w26902.
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covid-19.iza.org covid-19.iza.org
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Six-Country Survey on COVID-19 (n.d.). IZA – Institute of Labor Economics. Retrieved August 4, 2020, from https://covid-19.iza.org/publications/dp13230/
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osr.statisticsauthority.gov.uk osr.statisticsauthority.gov.uk
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COVID-19 Local Area Data. (n.d.). Office for Statistics Regulation. Retrieved August 2, 2020, from https://osr.statisticsauthority.gov.uk/news/covid-19-local-area-data/
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- Jul 2020
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www.nber.org www.nber.org
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Dave, D. M., Friedson, A. I., Matsuzawa, K., & Sabia, J. J. (2020). When Do Shelter-in-Place Orders Fight COVID-19 Best? Policy Heterogeneity Across States and Adoption Time (Working Paper No. 27091; Working Paper Series). National Bureau of Economic Research. https://doi.org/10.3386/w27091
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Coronavirus (COVID-19): Daily data for Scotland—Gov.scot. (n.d.). Retrieved July 31, 2020, from https://www.gov.scot/publications/coronavirus-covid-19-daily-data-for-scotland/
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www.nber.org www.nber.org
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Do jeszcze bardziej przytłaczających wniosków doszła Julianne Holt-Lunstad, która, posiłkując się wynikami 70 badań naukowych, ogłosiła, że samotność zwiększa śmiertelność w takim samym stopniu co otyłość czy wypalanie 15 papierosów dziennie. Z kolei Nicole Valtorty z Uniwersytetu Newcastle ustaliła, że prawdopodobieństwo ataku serca u osób osamotnionych rośnie o 29 proc., a zagrożenie udarem – o 32 proc. „To niezależny czynnik przyczyniający się do śmierci. Może cię po prostu zabić. Znajduje się na tej samej liście co choroby serca i rak – twierdzi dr Josh Klapow, psycholog kliniczny z Uniwersytetu Alabamy.
Data on health consequences of being alone
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osf.io osf.io
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La, V.-P., Pham, T.-H., Ho, T. M., Hoàng, N. M., Linh, N. P. K., Vuong, T.-T., Nguyen, H.-K. T., Tran, T., Van Quy, K., Ho, T. M., & Vuong, Q.-H. (2020). Policy response, social media and science journalism for the sustainability of the public health system amid the COVID-19 outbreak: The Vietnam lessons [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/cfw8x
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osf.io osf.io
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Motta, M., Stecula, D., & Farhart, C. E. (2020). How Right-Leaning Media Coverage of COVID-19 Facilitated the Spread of Misinformation in the Early Stages of the Pandemic [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/a8r3p
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docs.google.com docs.google.com
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COVID-19 Social Science Tracker - Google Sheets
Tags
- medicine
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- spreadsheet
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- lang:en
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- healthcare
- research
- international
- social norm
- misinformation
- social science
- government
- analysis
- unofficial
Annotators
URL
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van Rooij, B., de Bruijn, A. L., Reinders Folmer, C., Kooistra, E., Kuiper, M. E., Brownlee, M., … Fine, A. (2020, April 22). Compliance with COVID-19 Mitigation Measures in the United States. https://doi.org/10.31234/osf.io/qymu3
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www.thelancet.com www.thelancet.com
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The Lancet. (2020). The gendered dimensions of COVID-19. The Lancet, 395(10231), 1168. https://doi.org/10.1016/S0140-6736(20)30823-0
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osf.io osf.io
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Arpino, B., Bordone, V., & Pasqualini, M. (2020). Are intergenerational relationships responsible for more COVID-19 cases? A cautionary tale of available empirical evidence [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/y8hpr
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twitter.com twitter.com
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ReconfigBehSci on Twitter: “SciBeh now has a video describing our initative! watch, retweet.... https://t.co/j3TF3zfdIt” / Twitter. (n.d.). Twitter. Retrieved June 29, 2020, from https://twitter.com/scibeh/status/1277260447029362688
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osf.io osf.io
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Hossain, M. M., McKyer, E. L. J., & Ma, P. (2020). Applications of artificial intelligence technologies on mental health research during COVID-19 [Preprint]. SocArXiv. https://doi.org/10.31235/osf.io/w6c9b
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osf.io osf.io
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Breznau, N. (2020). The Welfare State and Risk Perceptions: The Novel Coronavirus Pandemic and Public Concern in 70 Countries. https://doi.org/10.31235/osf.io/96fd2
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www.ncirs.org.au www.ncirs.org.au
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Report: COVID-19 in schools – the experience in NSW | NCIRS. (n.d.). Retrieved July 4, 2020, from http://www.ncirs.org.au/covid-19-in-schools
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- Jun 2020
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psyarxiv.com psyarxiv.com
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Rauschenberg, C., Schick, A., Goetzl, C., Röhr, S., Riedel-Heller, S., Koppe, G., Durstewitz, D., Krumm, S., & Reininghaus, U. (2020). Social isolation, mental health and use of digital interventions in youth during the COVID-19 pandemic: A nationally representative survey [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/v64hf
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psyarxiv.com psyarxiv.com
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Levita, L., Gibson Miller, J., Hartman, T. K., Murphy, J., Shevlin, M., McBride, O., Mason, L., Martinez, A. P., bennett, kate m, Stocks, T. V. A., McKay, R., & Bentall, R. (2020). Report2: Impact of Covid-19 on young people aged 13-24 in the UK- preliminary findings [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/s32j8
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www.sciencedirect.com www.sciencedirect.com
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Rosenberg, E. S., Tesoriero, J. M., Rosenthal, E. M., Chung, R., Barranco, M. A., Styer, L. M., Parker, M. M., John Leung, S.-Y., Morne, J. E., Greene, D., Holtgrave, D. R., Hoefer, D., Kumar, J., Udo, T., Hutton, B., & Zucker, H. A. (2020). Cumulative incidence and diagnosis of SARS-CoV-2 infection in New York. Annals of Epidemiology. https://doi.org/10.1016/j.annepidem.2020.06.004
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psyarxiv.com psyarxiv.com
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Groarke, J., Berry, E., Wisener, L.-G., McKenna-Plumley, P., McGlinchey, E., & Armour, C. (2020). Loneliness in the UK during the COVID-19 pandemic: Cross-sectional results from The COVID-19 Psychological Wellbeing Study [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/j2pce
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psyarxiv.com psyarxiv.com
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Brik, A. B. (2020). COVID 19 FAMILY LIFE STUDY [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/gcqhp
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psyarxiv.com psyarxiv.com
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Bulbulia, J., Barlow, F., Davis, D. E., Greaves, L., Highland, B., Houkamau, C., Milfont, T. L., Osborne, D., Piven, S., Shaver, J., Troughton, G., Wilson, M., Yogeeswaran, K., & Sibley, C. G. (2020). National Longitudinal Investigation of COVID-19 Lockdown Distress Clarifies Mechanisms of Mental Health Burden and Relief [Preprint]. PsyArXiv. https://doi.org/10.31234/osf.io/cswde
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royalsociety.org royalsociety.org
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DELVE group publishes evidence paper on the use of face masks in tackling Coronavirus (COVID-19) pandemic | Royal Society. (2020 May 04). https://royalsociety.org/news/2020/05/delve-group-publishes-evidence-paper-on-use-of-face-masks/
Tags
- Royal Society
- DELVE
- social distancing
- Data Evaluation and Learning for Viral Epidemics
- physical distancing
- asymptomatic
- evidence
- is:webpage
- face mask
- COVID-19
- lang:en
- publication
- infection
- management
- public health
- droplet
- policy
- transmission reduction
- SAGE
- learning
- behavioral change
Annotators
URL
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Raleigh, V. S. (2020). Tackling UK’s mortality problem: Covid-19 and other causes. BMJ, 369. https://doi.org/10.1136/bmj.m2295
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arxiv.org arxiv.org
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Gozzi, N., Tizzani, M., Starnini, M., Ciulla, F., Paolotti, D., Panisson, A., & Perra, N. (2020). Collective response to the media coverage of COVID-19 Pandemic on Reddit and Wikipedia. ArXiv:2006.06446 [Physics]. http://arxiv.org/abs/2006.06446
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Pueyo, T. (2020, June 12). Coronavirus: Should We Aim for Herd Immunity Like Sweden? Medium. https://medium.com/@tomaspueyo/coronavirus-should-we-aim-for-herd-immunity-like-sweden-b1de3348e88b
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jjbeshara.com jjbeshara.com
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Estimates say that 83% of us will be hit with a mental health crisis in our lives, we can all make the choices to invest wisely in this area to improve our ‘mental durability’ to deal with it properly.
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Annotators
URL
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ispmbern.github.io ispmbern.github.iocovid-191
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Covid-19. (n.d.). Covid-19. Retrieved June 8, 2020, from https://ispmbern.github.io/covid-19/living-review/
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advances.sciencemag.org advances.sciencemag.org
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Oliver, N., Lepri, B., Sterly, H., Lambiotte, R., Deletaille, S., Nadai, M. D., Letouzé, E., Salah, A. A., Benjamins, R., Cattuto, C., Colizza, V., Cordes, N. de, Fraiberger, S. P., Koebe, T., Lehmann, S., Murillo, J., Pentland, A., Pham, P. N., Pivetta, F., … Vinck, P. (2020). Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle. Science Advances, 6(23), eabc0764. https://doi.org/10.1126/sciadv.abc0764
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www.theguardian.com www.theguardian.com
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Boseley, Sarah, and Melissa Davey. ‘Covid-19: Lancet Retracts Paper That Halted Hydroxychloroquine Trials’. The Guardian, 4 June 2020, sec. World news. https://www.theguardian.com/world/2020/jun/04/covid-19-lancet-retracts-paper-that-halted-hydroxychloroquine-trials.
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onlinelibrary.wiley.com onlinelibrary.wiley.com
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Yang, F. (2020). Data Visualization for Health and Risk Communication. In H. D. O’Hair, M. J. O’Hair, E. B. Hester, & S. Geegan (Eds.), The Handbook of Applied Communication Research (1st ed., pp. 213–232). Wiley. https://doi.org/10.1002/9781119399926.ch13
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- May 2020
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github.com github.com
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EBM Data Lab - Risk Factors Research
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www.nature.com www.nature.com
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Vespignani, A., Tian, H., Dye, C. et al. Modelling COVID-19. Nat Rev Phys (2020). https://doi.org/10.1038/s42254-020-0178-4
Tags
- forecast
- emergency
- epidemiology
- containment measures
- pharmaceutical
- intervention
- mathematics
- China
- isolation
- transmission dynamics
- war time
- prediction
- open data
- superspreading
- COVID-19
- lang:en
- antibody testing
- infection
- public health
- policy
- computational modeling
- contact tracing
- quarentine
- is:article
- modeling
- challenge
- complex network
Annotators
URL
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www.pnas.org www.pnas.org
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Bento, A. I., Nguyen, T., Wing, C., Lozano-Rojas, F., Ahn, Y.-Y., & Simon, K. (2020). Evidence from internet search data shows information-seeking responses to news of local COVID-19 cases. Proceedings of the National Academy of Sciences, 202005335. https://doi.org/10.1073/pnas.2005335117
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www.technologyreview.com www.technologyreview.com
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A flood of coronavirus apps are tracking us. Now it’s time to keep track of them. (n.d.). MIT Technology Review. Retrieved May 12, 2020, from https://www.technologyreview.com/2020/05/07/1000961/launching-mittr-covid-tracing-tracker/
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science.sciencemag.org science.sciencemag.org
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Drew, D. A., Nguyen, L. H., Steves, C. J., Menni, C., Freydin, M., Varsavsky, T., Sudre, C. H., Cardoso, M. J., Ourselin, S., Wolf, J., Spector, T. D., Chan, A. T., & Consortium§, C. (2020). Rapid implementation of mobile technology for real-time epidemiology of COVID-19. Science. https://doi.org/10.1126/science.abc0473
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onlinelibrary.wiley.com onlinelibrary.wiley.com
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Dey, S. K., Rahman, M. M., Siddiqi, U. R., & Howlader, A. (n.d.). Analyzing the epidemiological outbreak of COVID-19: A visual exploratory data analysis approach. Journal of Medical Virology, n/a(n/a). https://doi.org/10.1002/jmv.25743
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leoferres.info leoferres.info
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Ferres, L. (2020 April 10). COVID19 mobility reports. Leo's Blog. https://leoferres.info/blog/2020/04/10/covid19-mobility-reports/
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psyarxiv.com psyarxiv.com
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Olthof, M., Hasselman, F., & Lichtwarck-Aschoff, A. (2020, May 1). Complexity In Psychological Self-Ratings: Implications for research and practice. Retrieved from psyarxiv.com/fbta8
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- Apr 2020
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Etilé, F., Johnston, D., Frijters, P., & Shields, M. (2020, April 16). Psychological Resilience to Major Socioeconomic Life Events. https://doi.org/10.31234/osf.io/vp48c
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psyarxiv.com psyarxiv.com
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Im, H., Ahn, C., Wang, P., & Chen, C. (2020, April 13). An Early Examination: Psychological, Health, and Economic Correlates and Determinants of Social Distancing Amidst COVID-19. https://doi.org/10.31234/osf.io/9ravu
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Wang, T., Chen, X., Zhang, Q., & Jin, X. (2020, April 26). Use of Internet data to track Chinese behavior and interest in COVID-19. https://doi.org/10.31234/osf.io/j6m8q
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www.cdc.gov www.cdc.gov
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CDC. (2020, February 11). Coronavirus Disease 2019 (COVID-19). Centers for Disease Control and Prevention. https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html
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vocalishealth.com vocalishealth.com
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Vocalis Health. (n.d.). Retrieved April 23, 2020, from https://vocalishealth.com/
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psyarxiv.com psyarxiv.com
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Olapegba, P. O., Ayandele, O., Kolawole, S. O., Oguntayo, R., Gandi, J. C., Dangiwa, A. L., … Iorfa, S. K. (2020, April 12). COVID-19 Knowledge and Perceptions in Nigeria. https://doi.org/10.31234/osf.io/j356x
Tags
- information
- descriptive statistics
- questionnaire
- symptom
- prevention
- knowledge
- behavior
- news
- general public
- China
- precaution
- data collection
- health information
- COVID-19
- lang:en
- infection
- public health
- Nigeria
- is:preprint
- misinformation
- media
- lockdown
- perception
- misconception
- transmission
Annotators
URL
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stephanlewandowsky.github.io stephanlewandowsky.github.ioHome1
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arxiv.org arxiv.org
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El Shoghri, A., et al. (2020 April 03). How mobility patterns drive disease spread: A case study using public transit passenger card travel data. 2019 IEEE 20th International Symposium on "A World of Wireless, Mobile and Multimedia Networks". DOI:10.1109/WoWMoM.2019.8793018
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www.thelancet.com www.thelancet.com
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Viner, R. M., et al. (2020 April 06). School closure and management practices during coronavirus outbreaks including COVID-19: a rapid systematic review. The Lancet. DOI: https://doi.org/10.1016/S2352-4642(20)30095-X.
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arxiv.org arxiv.org
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Gao, S., Rao, J., Kang, Y., Liang, Y., & Kruse, J. (2020). Mapping county-level mobility pattern changes in the United States in response to COVID-19. ArXiv:2004.04544 [Physics, q-Bio]. http://arxiv.org/abs/2004.04544
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www.medrxiv.org www.medrxiv.org
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Klepac, P., Kucharski, A. J., Conlan, A. J., Kissler, S., Tang, M., Fry, H., & Gog, J. R. (2020). Contacts in context: Large-scale setting-specific social mixing matrices from the BBC Pandemic project [Preprint]. Epidemiology. https://doi.org/10.1101/2020.02.16.20023754
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www.cell.com www.cell.com
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Callaghan, S. (2020). COVID-19 Is a Data Science Issue. Patterns, 100022. https://doi.org/10.1016/j.patter.2020.100022
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www.thelancet.com www.thelancet.com
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Holmes, E. A., O’Connor, R. C., Perry, V. H., Tracey, I., Wessely, S., Arseneault, L., Ballard, C., Christensen, H., Cohen Silver, R., Everall, I., Ford, T., John, A., Kabir, T., King, K., Madan, I., Michie, S., Przybylski, A. K., Shafran, R., Sweeney, A., … Bullmore, E. (2020). Multidisciplinary research priorities for the COVID-19 pandemic: A call for action for mental health science. The Lancet Psychiatry, S2215036620301681. https://doi.org/10.1016/S2215-0366(20)30168-1
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yougov.co.uk yougov.co.uk
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YouGov UK COVID-19 Monitor
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wellcome.ac.uk wellcome.ac.uk
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Coronavirus (COVID-19): Sharing research data | Wellcome. (n.d.). Retrieved April 16, 2020, from https://wellcome.ac.uk/coronavirus-covid-19/open-data
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sciencebusiness.net sciencebusiness.net
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Viewpoint: COVID-19, open science, and a ‘red alert’ health indicator. (n.d.). Science|Business. Retrieved April 17, 2020, from https://sciencebusiness.net/viewpoint/viewpoint-covid-19-open-science-and-red-alert-health-indicator
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- Dec 2019
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www.ncbi.nlm.nih.gov www.ncbi.nlm.nih.gov
- Nov 2018
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catalyst.nejm.org catalyst.nejm.org
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“It’s about embracing the inscrutable nature of human interactions,” says Chang. Evidence-based medicine was a massive improvement over intuition-based medicine, he says, but it only covers traditionally quantifiable data, or those things that are easy to measure. But we’re now quantifying information that was considered qualitative a generation ago.
Biggest challenges to redesigning the health care system in a way that would work better for patients and improve health
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“Our biggest opportunity is leaning into that. It’s either embracing the qualitative nature of that and designing systems that can act just on the qualitative nature of their experience, or figuring how to quantitate some of those qualitative measures,” says Chang. “That’ll get us much further, because the real value in health care systems is in the human interactions. My relationship with you as a doctor and a patient is far more valuable than the evidence that some trial suggests.”
Biggest challenges to redesigning the health care system in a way that would work better for patients and improve health
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