Tweets Analysis - Keyword: @CMAJ

Overview

Total number of tweets analysed

130

Earliest tweet was on

2023-02-10

Latest tweet was on

2023-02-20

Tweets covering

10 days

Average age of authors' accounts

9 years


Summarization

A team from Ontario, Canada has reported a 44% reduction of hospitalizations and 51% reduction of deaths in patients treated with the drug Paxlovid, which was effective regardless of age or vaccination status. The CMAJ has also released a new policy to encourage reporting of race and ethnicity in health research. Additional studies suggest that Paxlovid is useful in COVID patients, with only 5% of Ontarians currently receiving the drug. A letter published by the CMAJ also calls for initiatives to reduce the gender pay gap in medicine and implement blood donor surveillance to combat SARS-CoV-2. Additional commentary has been provided by CMAJ interviews, focusing on health care funding and the importance of community-based primary care in health systems. The CMAJ has also address the potential association between vaccine exposure and Alzheimer's disease.

Topic Modeling

  1. Role of CMAJ in public health research
  2. COVID-19 prevention and treatment
  3. Reporting race and ethnicity in health research
  4. Gender pay gap in medicine
  5. Surveillance of blood donors and COVID-19

Emotional Analysis

The tweets express a range of emotions, from excitement and appreciation to concern and caution. There is a sense of hope in the reports of the effectiveness of Paxlovid, and excitement about the new policy to report race and ethnicity in health research. There is also a feeling of urgency in the call for increased funding for healthcare and the need to focus upstream of ER in the community and primary care. The tweets also express gratitude to those leading the way in reporting and collecting data, as well as appreciation for the thoughtful and practical guidance and guidelines.

Trend Analysis

  1. Effectiveness of Paxlovid
  2. Ethnic and racial representation in healthcare research
  3. Gender pay gap in medicine
  4. Blood donor surveillance and potential effects of SARS-CoV-2
  5. Respiratory therapists & the work overload and importance of primary care

Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.

Types of Tweets

Number of Retweets

40

Percentage of total tweets

30%

Number of Original tweets

26

Percentage of total tweets

20%

Number of tweets that contain Mentions

130

Percentage of total tweets

100%

Number of tweets that were Replies

57

Percentage of total tweets

43%

Number of tweets that were Quotes

12

Percentage of total tweets

9%

Number of tweets that contain Hashtags

34

Percentage of total tweets

26%


Top 5 devices used to tweet

Source Count
Twitter Web App 54
Twitter for iPhone 46
Twitter for Android 19
Hootsuite Inc. 5
Twitter for iPad 2

What devices were used to tweet


Top 10 accounts with highest followers count

Username Name Bio Followers count
EricTopol Eric Topol physician-scientist, author, editor https://t.co/vwstu2BYrC Ground Truths: https://t.co/YhatcCa3jA 684,855
MoriartyLab Tara Moriarty 🏳️‍🌈🇨🇦Assoc Prof @UofT. Bloodborne infections, Lyme disease, misinfo. @COVID_19_Canada @ScienceUpFirst. Opinions mine. @MoriartyLab@med-mastodon.com 38,669
IrfanDhalla Irfan Dhalla Vice-president and general internist @unityhealthto, associate prof @uoftmedicine, and very fortunate husband and father. He/him. 35,203
CIHI_ICIS CIHI_ICIS Canada’s leading source of high-quality health data.Principale source de données de grande qualité sur la santé au pays. 34,296
UnityHealthTO Unity Health Toronto The official account for Unity Health Toronto, comprised of Providence Healthcare, St. Joseph's Health Centre and St. Michael’s Hospital. #BestCareExperiences 33,029
TheSGEM Ken Milne MD Remember to be skeptical of anything you learn, even if you heard it on the Skeptics’ Guide to EM. (he/him) 25,428
theresaboyle Theresa Boyle Health journo @TorontoStar, #SCAD survivor, Well-being Champion. Tweet on #SDoH, social justice, human/animal rights, #bullying #burnout #journalism #DEI #MeToo 23,359
heritagetoronto Heritage Toronto Building a better Toronto by bringing people together to explore our shared past and peoples’ lived experiences #HTtours #HTawards #HTplaques #StateOfHeritage 19,551
agingdoc1 🥼Agingdoc1⭐MD, PhD 🔔 🙏See pinned FAQs!😊 Geroscience/biogerontology, longevity, aging research, nutrition, exercise, healthspan, lifespan, rapamycin, autophagy...No medical advice 17,745
ICESOntario ICES Our mission is translating data into trusted evidence that makes policy and health care better and people healthier. 16,851

Top 10 accounts with highest friends count

Username Name Bio Followers count
HealthWorksBC 🏳️‍🌈🇨🇦Paul Gallant, CHE,MHK. He/Him.NL-BC Healthcare leader/consultant with 40 years experience. NL raised & BC dwelling.Strategic improvements x sectors. Editor #CdnHealth Daily. #bcpoli #bchealth 6,658
Samir_Grover Samir C. Grover MD Gastroenterologist SMH @UnityHealthTO | @CanEndoData | Res Pgm Dir @UofTGastroHep | Assoc Prof @UofT_DOM | #JCAG @JCanAssnGastro | (he/him) 5,902
drshahrul80 Syed Shahrul Naz Emergency Physician 🇲🇾 | Member of the Malaysian Society of Intensive Care | ED-ICU | EM CCM | PoCUS | #FOAMcc 5,585
theresaboyle Theresa Boyle Health journo @TorontoStar, #SCAD survivor, Well-being Champion. Tweet on #SDoH, social justice, human/animal rights, #bullying #burnout #journalism #DEI #MeToo 5,492
ickiestvicki Scientist & N95 #DavosSafe 😷💉 tectonics! teacher! activist! northwestern Ontario in treaty 3 land! friend of 1st people! thoughts all mine! she/her/they/anything but he or him 4,999
Showboat7 Showboat7 Working for Clean Water. Working for a Democratic plan for Climate Change. It's a New Deal moment in time. 4,995
CarolynShimmin Carolyn Shimmin #PatientEngagement in Health Research Lead @CHImbca ; PhD student @UM_RadyFHS @UoM_CHS #healthequity, #sdoh, #intersectionality #traumainformed (she/her) 4,944
TravelEater 🇨🇦 ✍🏽 Johanna Read ▪️Responsible tourism writer. Bylines: Nat Geo/Fodor’s/T+L/TIME/Forbes/Lonely Planet.▪️Management consultant & former Govt of 🇨🇦 exec. IG:@TravelEaterJohanna 4,915
blackdocscanada Black Physicians of Canada Uniting, supporting, amplifying, & empowering Black physicians, physicians in training, patients and the Black community in Canada 🇨🇦 info@blackphysicians.ca 4,883
utpress University of Toronto Press Founded in 1901, UTP is Canada's leading scholarly publisher and one of the largest university presses in North America. Follow UTP Journals @utpjournals. 4,859

Most active users

Username Bio Number of tweets
TheSGEM Remember to be skeptical of anything you learn, even if you heard it on the Skeptics’ Guide to EM. (he/him) 10
TheStory - 3
ICESOntario Our mission is translating data into trusted evidence that makes policy and health care better and people healthier. 3
drstanbrook Deputy Editor @CMAJ, Associate Professor @uoftmedicine, Respirologist @UHN, Affiliate Scientist @ICESOntario, dad of 2 amazing kids 3
PaulAtkinsonEM Prof Emergency Medicine @DalMedSchool @sjrhem; Asst Dean Research @DalMedNB; Deputy Editor @CJEMonline. Co-D @CanPoCUS; N'Irish origins. All views my own 3
DrToddLee Clinician-scientist @mcgillu Fellow of the Infectious Diseases Society of America. Co-inventor of https://t.co/WgP4GAWoCR Immortal-time Lord 3
JamieGoodson123 Hmm 2
DenilsaAndrer Admin da Zintros FodasDeus abençoe a todos os admins e suas famílias.Declaramos total apoio aos senhores Pastor Denilsa e Capitão Bolsonaro 2
MedicsVoices Curating innovative research, important issues, and the views of key opinion leaders across the world of medicine 2
jocalynclark International Editor @bmj_latest Former @TheLancet @PLOSMedicine @icddr_b Adj prof @UofTMed @UCLGlobalHealth Canadian in London 🇨🇦🇬🇧 #TeamLH Views my own. 2

Tweets per day


Top 10 tweets with highest Retweet count

ID Text Retweet count
1625092033751678978 CMAJ has a new policy to encourage and standardize reporting of race and ethnicity in health research - check it out ⁦@CMAJ⁩ ! https://t.co/Z6YEMi94gr 47
1625285320534290432 New Ontario, Canada report of Paxlovid effectiveness shows 44% reduction of hospitalizations, 51% reduction of deaths (point estimates) without being significantly affected by age (67% age 70+) or vaccination status https://t.co/b3AQq8tmax @CMAJ https://t.co/3xej0K2xIm 47
1626235287507726339 A thread about our recent study on #paxlovid@CMAJ @ICESOntario @PublicHealthON @Mina__T @BRxAD https://t.co/JqTQvRcD32 9
1627680748009574401 “Administration of vasopressors through peripheral venous catheters.”#IntensiveCare #MedTwitter #CardioTwitter #MedEd #sepsis #FOAMed #FOAMcc #CriticalCare #EmergencyMedicine #PedsICU #ICU #PharmaTwitter #EMCCM 📚 https://t.co/cwrog5E6Ck @CMAJ https://t.co/aNbGUYBi4A 8
1625132803611394048 In a new #study out in @CMAJ, researchers from @PublicHealthON & @ICESOntario evaluated the effectiveness of #Paxlovid & found a 44% ⬇️ in the likelihood of hospitalization and death from #COVID19 in people at risk of severe illness: https://t.co/zOm1o9Wh7P https://t.co/NkT7zbfIR4 6
1625261075393400838 A letter published @CMAJ argues blood donor surveillance would make a valuable contribution to public health efforts. @CanadasLifeline currently provides ongoing estimates of SARS-CoV-2 seroprevalence through a collaboration with the CITF. https://t.co/NVUHaGovvp https://t.co/FRtAThA1Ch 5
1625148773595848707 This figure, in a new @CMAJ paper by @DrKevinSchwartz et al., provides real-world evidence re: usefulness of Paxlovid in people with Covid. One of the findings that struck me reading the paper is that only ~5% of Ontarians with Covid are getting the drug. https://t.co/yQGWIKrhYq https://t.co/fvE5SFDzA2 4
1626586787845120002 Nice to see @OntariosDoctors take concrete steps to quantify and address the #GenderPayGap in medicineWhat more can we do? @DocMCohen and I suggest a range of actions that can be taken @CMAJ https://t.co/45tmrHfgNK https://t.co/Ddb5xMX6Lb 3
1625554542220673031 Thoughtful and practical guidance and guidelines from @CMAJ on reporting race and ethnicity in research. Thank you @BukolaKSalami and @drstanbrook @hdrn_rrds @IPDLN @ICESOntario https://t.co/QBoyupRkmM 3
1625306197116026880 Congrats @drstanbrook and @CMAJ Thank you for leading the way and promoting the collection of SDOH in health research @CCCTG is committed to collecting SDOH and evaluating the representativeness of our research participants https://t.co/KwMEByYok2 https://t.co/fxuT4VQMmA 3

Top 10 tweets with highest Like count

ID Text Like count
1625285320534290432 New Ontario, Canada report of Paxlovid effectiveness shows 44% reduction of hospitalizations, 51% reduction of deaths (point estimates) without being significantly affected by age (67% age 70+) or vaccination status https://t.co/b3AQq8tmax @CMAJ https://t.co/3xej0K2xIm 139
1625092033751678978 CMAJ has a new policy to encourage and standardize reporting of race and ethnicity in health research - check it out ⁦@CMAJ⁩ ! https://t.co/Z6YEMi94gr 77
1627680748009574401 “Administration of vasopressors through peripheral venous catheters.”#IntensiveCare #MedTwitter #CardioTwitter #MedEd #sepsis #FOAMed #FOAMcc #CriticalCare #EmergencyMedicine #PedsICU #ICU #PharmaTwitter #EMCCM 📚 https://t.co/cwrog5E6Ck @CMAJ https://t.co/aNbGUYBi4A 40
1626586787845120002 Nice to see @OntariosDoctors take concrete steps to quantify and address the #GenderPayGap in medicineWhat more can we do? @DocMCohen and I suggest a range of actions that can be taken @CMAJ https://t.co/45tmrHfgNK https://t.co/Ddb5xMX6Lb 16
1625261075393400838 A letter published @CMAJ argues blood donor surveillance would make a valuable contribution to public health efforts. @CanadasLifeline currently provides ongoing estimates of SARS-CoV-2 seroprevalence through a collaboration with the CITF. https://t.co/NVUHaGovvp https://t.co/FRtAThA1Ch 16
1625148773595848707 This figure, in a new @CMAJ paper by @DrKevinSchwartz et al., provides real-world evidence re: usefulness of Paxlovid in people with Covid. One of the findings that struck me reading the paper is that only ~5% of Ontarians with Covid are getting the drug. https://t.co/yQGWIKrhYq https://t.co/fvE5SFDzA2 14
1626235287507726339 A thread about our recent study on #paxlovid@CMAJ @ICESOntario @PublicHealthON @Mina__T @BRxAD https://t.co/JqTQvRcD32 14
1625325091042267137 @COVIDimmunityTF @MoriartyLab @CMAJ @CanadasLifeline The surveillance wouldn't include, of course, anyone who contracts COVID while donating blood. Canadian Blood Services should require K/N95s (even masks would help a little) to protect donors, staff and volunteers from airborne viruses. 10
1625145090376183809 A new study led by @DrKevinSchwartz found the drug Paxlovid lowers risk of COVID-19 death, hospitalization @ICESOntario @CMAJ @PublicHealthON: https://t.co/IaxqZfb3KT 8
1625497864318382082 Thanks to @CMAJ for speaking with our CEO, Andrew West, and highlighting the state of overworked #respiratory therapists in Canada https://t.co/tqyaaFSfZ5 8

Top 3 Languages Used In Tweets


Top 10 Hashtags used

Hashtag Count
#covid19 8
#medtwitter 7
#paxlovid 5
#cdnhealth 4
#study 3
#healthequity 3
#intensivecare 2
#cardiotwitter 2
#meded 2
#sepsis 2

Top 10 Hashtags Used In Tweets

Top 10 mentions

Mention Count
@cmaj 130
@drkevinschwartz 20
@irfandhalla 15
@docmcohen 14
@icesontario 12
@raghu_venugopal 11
@srpc_residents 10
@thenosm 10
@drstanbrook 9
@picardonhealth 9

Top 10 mentions

Wordcloud of Tweets


Emojis

Average number of emojis used per tweet

19

Emojis used in tweets

Emoji Count Emoji Text
➡️ 9 right_arrow
👏🏾 3 clapping_hands_medium-dark_skin_tone
⬇️ 3 down_arrow
📢 3 loudspeaker
📚 2 books
🙏 1 folded_hands
😂 1 face_with_tears_of_joy
💪 1 flexed_biceps
🇨🇦 1 Canada
‼️ 1 double_exclamation_mark

Emojis groups

Emoji Group Count
Symbols 13
Objects 5
People & Body 5
Smileys & Emotion 1
Flags 1