{"id":1254933215078428700,"conversation_id":"1254933215078428672","created_at":1588034368000,"date":"2020-04-28","time":"00:39:28","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"How do I convince Spotify that I definitely don't want to listen to coronavirus explainer podcasts? Skipping them for four months has done nothing.","mentions":[],"urls":[],"photos":[],"replies_count":11,"retweets_count":13,"likes_count":199,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1254933215078428672","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1254460986419040300,"conversation_id":"1254460835885395968","created_at":1587921780000,"date":"2020-04-26","time":"17:23:00","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I deleted my original thread on this and reposted because the graphic was confusing people. 4/4","mentions":[],"urls":[],"photos":[],"replies_count":3,"retweets_count":4,"likes_count":26,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1254460986419040258","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1253722475424370700,"conversation_id":"1253722231676571648","created_at":1587745705000,"date":"2020-04-24","time":"16:28:25","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I want to clear that this is not public health’s fault. CDC, state and local health departments have been pushing for modernized data systems for *years* (links at end). We are seeing now how brittle our existing systems are. 4/","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":19,"likes_count":87,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1253722475424370688","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1253722408864960500,"conversation_id":"1253722231676571648","created_at":1587745689000,"date":"2020-04-24","time":"16:28:09","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"What’s the picture in the US? Are cases still occurring all over as early in the outbreak, or are they disproportionately in certain settings? Are superspreading events factoring in? What role do children play in transmission? These are all questions we urgently need to answer 3/","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":9,"likes_count":81,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1253722408864960513","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1253722293454454800,"conversation_id":"1253722231676571648","created_at":1587745662000,"date":"2020-04-24","time":"16:27:42","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I get lots of requests for comment on trends in this state or that. It’s impossible to keep a finger on the pulse - US epidemiology means visiting 50 state websites, the New York Times, CovidTracking, and other unofficial websites. 2/","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":9,"likes_count":81,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1253722293454454785","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1253018377351835600,"conversation_id":"1253018122304606215","created_at":1587577835000,"date":"2020-04-22","time":"17:50:35","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"New findings should be added to the weight of evidence. Science is an accumulation of knowledge. Rarely are there blockbuster findings that completely change our understanding. So next time you see a claim that seems too clever, it probably is. 6/","mentions":[],"urls":[],"photos":[],"replies_count":7,"retweets_count":114,"likes_count":479,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1253018377351835656","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1253018295961256000,"conversation_id":"1253018122304606215","created_at":1587577816000,"date":"2020-04-22","time":"17:50:16","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"But it’s excruciatingly clear that this virus is many times worse than influenza and capable of overwhelming health systems. Ask NYC or Lombardi if they care what the infection fatality risk is. 4/","mentions":[],"urls":[],"photos":[],"replies_count":39,"retweets_count":148,"likes_count":698,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1253018295961255936","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1253018183180705800,"conversation_id":"1253018122304606215","created_at":1587577789000,"date":"2020-04-22","time":"17:49:49","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Whether seroprevalence is 2% or 3% is mostly of academic interest. What’s clear is that the notion that we all got infected and didn’t know it and now we are near herd immunity is completely unrealistic. Our communities are still almost completely susceptible. 2/","mentions":[],"urls":[],"photos":[],"replies_count":87,"retweets_count":620,"likes_count":1684,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1253018183180705793","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1253018122304606200,"conversation_id":"1253018122304606215","created_at":1587577774000,"date":"2020-04-22","time":"17:49:34","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Lots of serosurveys trickling out, some with more heat than light. Let’s not miss the forest for the trees. A thread. 1/","mentions":[],"urls":[],"photos":[],"replies_count":21,"retweets_count":333,"likes_count":826,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1253018122304606215","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1252764417961443300,"conversation_id":"1252764164659056641","created_at":1587517287000,"date":"2020-04-22","time":"01:01:27","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"And I find it hard to make decisions off of syndromic data generally. It’s not a direct look at an outbreak, it’s more like a helpful hint. But it’s much harder to pull the alarm when the % ILI goes from 4 to 5% than it is for 20 new, diagnosed Covid cases, for example. 4/","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":7,"likes_count":49,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1252764417961443333","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1252764345987149800,"conversation_id":"1252764164659056641","created_at":1587517269000,"date":"2020-04-22","time":"01:01:09","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Plus, as Covid worsened, people stopped going to the doctor for regular visits, so the denominator changed. But the numerator was changing too, as real influenza season ended and Covid took off. So with both pieces in flux, it became too hard to make sense of. 3/","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":6,"likes_count":58,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1252764345987149824","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1252757422235672600,"conversation_id":"1252757422235672584","created_at":1587515619000,"date":"2020-04-22","time":"00:33:39","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Other important rules are that it's always the potato salad*, and it's not a rate if it doesn't have a time component.","mentions":[],"urls":[],"photos":[],"replies_count":13,"retweets_count":19,"likes_count":219,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1252757422235672584","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1252201076696236000,"conversation_id":"1252200083438940162","created_at":1587382976000,"date":"2020-04-20","time":"11:42:56","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"We need a realistic understanding of our timeline for testing capacity so we know what we are working with. And we need to continue to push for innovative ways to expand that capacity so that test, trace, isolate can be options for controlling spread when incidence declines. 6/6","mentions":[],"urls":[],"photos":[],"replies_count":13,"retweets_count":52,"likes_count":220,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1252201076696236032","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1251139253293273000,"conversation_id":"1251138758436687877","created_at":1587129817000,"date":"2020-04-17","time":"13:23:37","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"There is a lot in that fourth category right now. Sometimes “we don’t know” really is the answer. We have never faced COVID-19 – or any pandemic like this – in modern times. We are having to live with uncertainty in really profound ways. It’s hard. 5/5","mentions":[],"urls":[],"photos":[],"replies_count":46,"retweets_count":231,"likes_count":1271,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1251139253293273088","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1251139150872445000,"conversation_id":"1251138758436687877","created_at":1587129793000,"date":"2020-04-17","time":"13:23:13","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"They say there are things we know to be true, things we think to be true, and opinions and speculation. I would add a fourth layer, things we definitely don’t know. A good advisor will spend as much time as necessary to walk through all four and explain which is which. 4/","mentions":[],"urls":[],"photos":[],"replies_count":14,"retweets_count":185,"likes_count":1017,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1251139150872444928","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1251138848983261200,"conversation_id":"1251138758436687877","created_at":1587129721000,"date":"2020-04-17","time":"13:22:01","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"The most common question I am asked is when this will all be over. No really, when will we be able to do xyz? There is no way of knowing. There are too many possible futures, and too few hints. 2/","mentions":[],"urls":[],"photos":[],"replies_count":19,"retweets_count":286,"likes_count":1535,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1251138848983261184","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1251138758436688000,"conversation_id":"1251138758436687877","created_at":1587129699000,"date":"2020-04-17","time":"13:21:39","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"If experts tell you something is unknowable, don’t keep asking new people until you get a straight answer. Because in doing so you haven’t found the truth, you have found someone who wants your ear. 1/","mentions":[],"urls":[],"photos":[],"replies_count":90,"retweets_count":2136,"likes_count":6702,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1251138758436687877","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1249874825847419000,"conversation_id":"1249874673996881934","created_at":1586828354000,"date":"2020-04-14","time":"01:39:14","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"But if daily case counts are declining and a state reopens haphazardly causing case counts to rebound, that will be noticeable. Remember that any changes we make today won’t show up the data for several weeks, so it will be wait and see. 3/3","mentions":[],"urls":[],"photos":[],"replies_count":7,"retweets_count":25,"likes_count":165,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1249874825847418886","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1249874774442082300,"conversation_id":"1249874673996881934","created_at":1586828342000,"date":"2020-04-14","time":"01:39:02","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"When states were deciding to shut down, case counts were rising quickly everywhere so the impact of shutting down sooner vs later meant the growth rate was a little less steep. 2/","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":11,"likes_count":98,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1249874774442082306","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1249874673996882000,"conversation_id":"1249874673996881934","created_at":1586828318000,"date":"2020-04-14","time":"01:38:38","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I suspect the impact of differences in state decisions around re-opening are going to be easier to spot in the epi data than those around staying home. It’s important that we not rush those decisions. 1/","mentions":[],"urls":[],"photos":[],"replies_count":6,"retweets_count":87,"likes_count":325,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1249874673996881934","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1249332402834604000,"conversation_id":"1249331849983414272","created_at":1586699030000,"date":"2020-04-12","time":"13:43:50","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"But they aren't a live transmission ticker. Any changes we make will not show up in these data for a few weeks. It's another tool in our toolbox, but expert assessment and caution will still be important. 3/3","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":9,"likes_count":56,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1249332402834604032","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1249332046624784400,"conversation_id":"1249331849983414272","created_at":1586698946000,"date":"2020-04-12","time":"13:42:26","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"These analyses will be critical to assess how we're doing in controlling the outbreak, especially when we do begin to lift some physical distancing measures 2/","mentions":[],"urls":[],"photos":[],"replies_count":3,"retweets_count":6,"likes_count":49,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1249332046624784384","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248004345313947600,"conversation_id":"1248003777325600770","created_at":1586382397000,"date":"2020-04-08","time":"21:46:37","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"(Postscript: There are a number of these threads in my history, if you want to see my track record.)","mentions":[],"urls":[],"photos":[],"replies_count":40,"retweets_count":41,"likes_count":464,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248004345313947649","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248003977330876400,"conversation_id":"1248003777325600770","created_at":1586382309000,"date":"2020-04-08","time":"21:45:09","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"There will also be growing agitation about whether staying home was necessary. Make no mistake, it is and was. Any good outcome we observe will have been hard fought. Unlike weather forecasts, which pass no matter what, we directly influence an epidemic’s trajectory. 7/","mentions":[],"urls":[],"photos":[],"replies_count":24,"retweets_count":488,"likes_count":1804,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248003977330876416","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248003937317220400,"conversation_id":"1248003777325600770","created_at":1586382300000,"date":"2020-04-08","time":"21:45:00","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Places that are doing poorly may feel left behind. And some commentators may mistake successes elsewhere as being locally relevant. There is no single national outbreak, there are many outbreaks in many communities. We must assess each individually. 6/","mentions":[],"urls":[],"photos":[],"replies_count":6,"retweets_count":184,"likes_count":1002,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248003937317220353","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248003902861172700,"conversation_id":"1248003777325600770","created_at":1586382291000,"date":"2020-04-08","time":"21:44:51","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Places that are doing better will be anxious to get back to normal. All the decisions about how and when to shut down will have to be made in the opposite direction, about opening up. This will be exciting but also stressful and complex. 5/","mentions":[],"urls":[],"photos":[],"replies_count":6,"retweets_count":75,"likes_count":556,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248003902861172741","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248003872435482600,"conversation_id":"1248003777325600770","created_at":1586382284000,"date":"2020-04-08","time":"21:44:44","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"And as transmission in some areas begins to slow, it will continue unabated in others. It may be difficult to capture in a tweet or headline how things are going. This complexity will leave a lot of room for political reactions. 4/","mentions":[],"urls":[],"photos":[],"replies_count":3,"retweets_count":102,"likes_count":668,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248003872435482625","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248003838767853600,"conversation_id":"1248003777325600770","created_at":1586382276000,"date":"2020-04-08","time":"21:44:36","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"As tough as the acceleration phase is, the goals are clear. Slow transmission, save lives, save the health system. In the next phase, those will all still be important goals, but the urgency will be somewhat lessened. This will be draining. 3/","mentions":[],"urls":[],"photos":[],"replies_count":3,"retweets_count":79,"likes_count":606,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248003838767853568","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248003808640163800,"conversation_id":"1248003777325600770","created_at":1586382269000,"date":"2020-04-08","time":"21:44:29","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"But first let me emphasize that we are far from being in the clear - we need to continue staying home. This is just a look ahead, to help people understand what might be coming next. 2/","mentions":[],"urls":[],"photos":[],"replies_count":10,"retweets_count":96,"likes_count":738,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248003808640163840","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1248003777325600800,"conversation_id":"1248003777325600770","created_at":1586382261000,"date":"2020-04-08","time":"21:44:21","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"The next week or two we will start to turn the corner in some places in the US. This will be a triumph that we should all celebrate. But the next phase will bring new challenges. Here is my guess of how things will unfold. 1/","mentions":[],"urls":[],"photos":[],"replies_count":103,"retweets_count":1098,"likes_count":3055,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1248003777325600770","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1247864699636629500,"conversation_id":"1247864428760117250","created_at":1586349103000,"date":"2020-04-08","time":"12:31:43","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"It would also have unacceptable secondary consequences. What happens to children if caregivers are quarantined? How would the needs of people with special care requirements be provided for? 4/","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":19,"likes_count":155,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1247864699636629505","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1247864589313806300,"conversation_id":"1247864428760117250","created_at":1586349076000,"date":"2020-04-08","time":"12:31:16","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"As with lockdowns, this policy would erode trust in public health at a time when it is needed most. People won’t want to visit the doctor or get tested or answer the door for public health officials if they know it means being removed from their homes 3/","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":21,"likes_count":220,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1247864589313806336","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1247143376861819000,"conversation_id":"1247143021994545156","created_at":1586177126000,"date":"2020-04-06","time":"12:45:26","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"5/ …this is a very indirect analysis. It could be influenced by a lot of things that have nothing to do with COVID, like how and when people decide to go to the doctor. But it’s one more source of insights to help us understand what is happening in our communities. [end]","mentions":[],"urls":[],"photos":[],"replies_count":8,"retweets_count":9,"likes_count":46,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1247143376861818880","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1245908478411112400,"conversation_id":"1245907922548330496","created_at":1585882703000,"date":"2020-04-03","time":"02:58:23","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"8/8 (I modified some quotes a bit to fit in tweets)","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":11,"likes_count":128,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1245908478411112449","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1245908225398124500,"conversation_id":"1245907922548330496","created_at":1585882643000,"date":"2020-04-03","time":"02:57:23","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"6/ This one subheaders that include “SARS – How many wake-up calls will it take?” and “Repairing State Public Health Laboratories” and “Revitalizing Public Health Cannot Be Achieved on a Piecemeal Basis.” Enough said. (2004)","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":29,"likes_count":234,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1245908225398124544","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1245908189763244000,"conversation_id":"1245907922548330496","created_at":1585882634000,"date":"2020-04-03","time":"02:57:14","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"5/ post 9/11 “the more officials tried to reassure the public, the more the public was distrustful. The trauma of the terrorist events and the displacement from their housing, work, and schools exacerbated their anxiety and made them even more dubious about gov assurances” (2003)","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":25,"likes_count":229,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1245908189763244034","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1245908021840134100,"conversation_id":"1245907922548330496","created_at":1585882594000,"date":"2020-04-03","time":"02:56:34","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"3/ “A significant proportion of the respiratory protective device supply chain is produced offshore and may not be available to the US market bc of export restrictions, which may favor in-country rather than foreign demands.” (2017)","mentions":[],"urls":[],"photos":[],"replies_count":3,"retweets_count":75,"likes_count":375,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1245908021840134145","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1245907922548330500,"conversation_id":"1245907922548330496","created_at":1585882571000,"date":"2020-04-03","time":"02:56:11","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"1/ Although the COVID-19 pandemic is unprecedented in many ways, our vulnerabilities to infectious disease threats has been long known to those of us in public health.","mentions":[],"urls":[],"photos":[],"replies_count":37,"retweets_count":435,"likes_count":1467,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1245907922548330496","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1245810646198911000,"conversation_id":"1245807346506440706","created_at":1585859378000,"date":"2020-04-02","time":"20:29:38","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Oops, not sure why the weekdays are shifted by one. I blame the Numbers template I used. The dates should be correct.","mentions":[],"urls":[],"photos":[],"replies_count":0,"retweets_count":0,"likes_count":21,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1245810646198910976","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1245165261554176000,"conversation_id":"1245165261554176001","created_at":1585705507000,"date":"2020-04-01","time":"01:45:07","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Spain, Italy, Germany, Singapore publish daily, data-rich epi updates. In the US, situational awareness is largely courtesy of volunteer projects and 50 state health dept websites. We must modernize our surveillance and reporting infrastructure to be able to respond effectively.","mentions":[],"urls":[],"photos":[],"replies_count":147,"retweets_count":1663,"likes_count":6120,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1245165261554176001","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1242293877656244200,"conversation_id":"1242293807158263808","created_at":1585020915000,"date":"2020-03-24","time":"03:35:15","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"3/ Things will look different depending on where and how you look, which will make it possible to tell almost any story. This will feel confusing and fraught. Again, I think we must take the long view.","mentions":[],"urls":[],"photos":[],"replies_count":16,"retweets_count":56,"likes_count":269,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1242293877656244227","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1242293838108143600,"conversation_id":"1242293807158263808","created_at":1585020906000,"date":"2020-03-24","time":"03:35:06","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"2/ And the truth is we won't recognize the peak until we are well past it. Even for seasonal influenza, which we know a great deal about, peak week is not obvious until much later.","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":90,"likes_count":337,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1242293838108143616","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1242293807158263800,"conversation_id":"1242293807158263808","created_at":1585020898000,"date":"2020-03-24","time":"03:34:58","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"1/ I'm often asked how we will know when the outbreak has peaked. The answer is complicated. We don’t have one single outbreak, we have many. A peak in one city may coincide with things heating up in another.","mentions":[],"urls":[],"photos":[],"replies_count":10,"retweets_count":294,"likes_count":810,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1242293807158263808","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1241880859000610800,"conversation_id":"1241880859000610816","created_at":1584922444000,"date":"2020-03-23","time":"00:14:04","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Finally a small follow up from the Diamond Princess. In this subset of confirmed cases, 41% were asymptomatic at detection but that fell to 32% by the end of the observation period - so some went on to develop symptoms 1/2","mentions":[],"urls":[],"photos":[],"replies_count":47,"retweets_count":365,"likes_count":875,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1241880859000610816","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1240759155587252200,"conversation_id":"1240759155587252230","created_at":1584655009000,"date":"2020-03-19","time":"21:56:49","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Lots of people in my neighborhood out walking, working in gardens, and chatting from across the street. Social distancing doesn’t have to mean alone inside.","mentions":[],"urls":[],"photos":[],"replies_count":46,"retweets_count":435,"likes_count":2614,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1240759155587252230","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1238613985827717000,"conversation_id":"1238613507559624709","created_at":1584143561000,"date":"2020-03-13","time":"23:52:41","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"It could mean there is enough Covid-19  to be picked up thru ILI surveillance. But as @reichhlab said: “This is a tricky analysis to interpret bc ILI is a composite measure, capturing infections w many different respiratory pathogens. Nothing here shld be seen as definitive” 3/3","mentions":[],"urls":[],"photos":[],"replies_count":23,"retweets_count":57,"likes_count":274,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1238613985827717120","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1238276125404659700,"conversation_id":"1238276125404659712","created_at":1584063009000,"date":"2020-03-13","time":"01:30:09","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"It was announced this afternoon that all schools in my state will close beginning Monday. My district is already out with guidance for families, including specific plans for students participating in the FARM program to receive meals. Great leadership!","mentions":[],"urls":[],"photos":[],"replies_count":23,"retweets_count":49,"likes_count":441,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1238276125404659712","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1238067477306839000,"conversation_id":"1238067477306839040","created_at":1584013263000,"date":"2020-03-12","time":"11:41:03","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"State and local governments make many of the decisions that directly impact our everyday lives. Tune in to those press conferences, visit those websites. Important leadership happens at all levels.","mentions":[],"urls":[],"photos":[],"replies_count":14,"retweets_count":72,"likes_count":287,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1238067477306839040","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1237939365483098000,"conversation_id":"1237939003875262464","created_at":1583982719000,"date":"2020-03-12","time":"03:11:59","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"This suggests to me that social distancing is working in those places. I would not expect case-based surveillance (contact tracing and isolation) to impact diarrheal and conjunctivitis surveillance numbers.","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":12,"likes_count":55,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1237939365483098113","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1237409058161750000,"conversation_id":"1237408935742590976","created_at":1583856284000,"date":"2020-03-10","time":"16:04:44","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I have tried to mark the fourth week of January, where possible. That is when cases started to be detected outside of mainland China and when Wuhan was locked down. Links to source in each figure.","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":20,"likes_count":151,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1237409058161750019","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1237408994089562000,"conversation_id":"1237408935742590976","created_at":1583856268000,"date":"2020-03-10","time":"16:04:28","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"These places strongly encouraged social distancing (in addition to other public health measures) in mid-January. Is this analysis bulletproof? No. But should it encourage us all to social distance? Yes.","mentions":[],"urls":[],"photos":[],"replies_count":13,"retweets_count":102,"likes_count":445,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1237408994089562112","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1237408935742591000,"conversation_id":"1237408935742590976","created_at":1583856254000,"date":"2020-03-10","time":"16:04:14","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Does social distancing really work? I looked at syndromic surveillance data from Taiwan, Hong Kong and Singapore, all of which experienced SARS in 2003. I also looked at the Republic of Korea.","mentions":[],"urls":[],"photos":[],"replies_count":40,"retweets_count":343,"likes_count":811,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1237408935742590976","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1236632051048218600,"conversation_id":"1236631771707592710","created_at":1583671031000,"date":"2020-03-08","time":"12:37:11","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Wash hands when you arrive at home or work, after touching a high-touch surface, before eating, before spending time with someone vulnerable. 5/","mentions":[],"urls":[],"photos":[],"replies_count":11,"retweets_count":205,"likes_count":570,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1236632051048218627","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1236632017191698400,"conversation_id":"1236631771707592710","created_at":1583671023000,"date":"2020-03-08","time":"12:37:03","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Our tools are social distancing, staying home if you’re sick, respiratory etiquette, and hand hygiene. If we can show people the power of these tools, they will find many more places to implement them in their own lives than a top-down approach 4/","mentions":[],"urls":[],"photos":[],"replies_count":6,"retweets_count":208,"likes_count":654,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1236632017191698433","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1236631919695220700,"conversation_id":"1236631771707592710","created_at":1583670999000,"date":"2020-03-08","time":"12:36:39","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Public health leaders should be excruciatingly clear on what the goal is and how people can do their part. The goal is to reduce transmission opportunities – touching, coughing, sneezing, close contact. 3/","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":149,"likes_count":502,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1236631919695220736","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1236631800266600400,"conversation_id":"1236631771707592710","created_at":1583670971000,"date":"2020-03-08","time":"12:36:11","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Community interventions are temporary and socially and economically costly. Individual actions are humble but powerful and permanent. 2/","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":136,"likes_count":528,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1236631800266600450","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1236631771707592700,"conversation_id":"1236631771707592710","created_at":1583670964000,"date":"2020-03-08","time":"12:36:04","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Community interventions like event closures have an important role in limiting covid transmission, but individual behavior changes are even more important. 1/","mentions":[],"urls":[],"photos":[],"replies_count":52,"retweets_count":865,"likes_count":1702,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1236631771707592710","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1236354220506349600,"conversation_id":"1236352520609505280","created_at":1583604791000,"date":"2020-03-07","time":"18:13:11","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"The trick is to find ways to support community members without having them re-group, which defeats the purpose. Must find solutions that still limit transmission.","mentions":[],"urls":[],"photos":[],"replies_count":8,"retweets_count":9,"likes_count":90,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1236354220506349570","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1236033123827277800,"conversation_id":"1236032781458829313","created_at":1583528235000,"date":"2020-03-06","time":"20:57:15","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"If testing only hospitalized cases, the CFR will be high. If testing close contacts, the % positive will be higher. This context is important for drawing inferences. It's usually really hard to find that info though. 2/2","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":17,"likes_count":109,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1236033123827277824","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234880288783601700,"conversation_id":"1234880288783601664","created_at":1583253378000,"date":"2020-03-03","time":"16:36:18","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I'm really proud to see so many friends and colleagues who normally do important but quiet work stepping up to provide public health leadership in response to the COVID outbreak. A bright spot in tumultuous times.","mentions":[],"urls":[],"photos":[],"replies_count":29,"retweets_count":65,"likes_count":788,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234880288783601664","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234652829647855600,"conversation_id":"1234651979781201920","created_at":1583199147000,"date":"2020-03-03","time":"01:32:27","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"There is a lot of social and behavioral context to outbreaks that can influence how things unfold. Especially since the rest of the world had advanced warning in a way that Hubei/China did not. Local data in each jurisdiction will be helpful for tailoring response efforts. 2/2","mentions":[],"urls":[],"photos":[],"replies_count":6,"retweets_count":27,"likes_count":112,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234652829647855616","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234651979781202000,"conversation_id":"1234651979781201920","created_at":1583198945000,"date":"2020-03-03","time":"01:29:05","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Another thing I will be looking for this week are scientific reports from affected countries outside of China. It will be important to understand to what degree the clinical and epidemiological observations in China are generalizable to other countries. 1/","mentions":[],"urls":[],"photos":[],"replies_count":10,"retweets_count":43,"likes_count":280,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234651979781201920","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234123599428161500,"conversation_id":"1234123049022164995","created_at":1583072969000,"date":"2020-03-01","time":"14:29:29","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"We must learn from the experience of China, South Korea, Iran, Italy that this outbreak can be impactful, so we should accelerate surveillance and preparedness work. 7/7","mentions":[],"urls":[],"photos":[],"replies_count":31,"retweets_count":103,"likes_count":530,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234123599428161537","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234123442003366000,"conversation_id":"1234123049022164995","created_at":1583072932000,"date":"2020-03-01","time":"14:28:52","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"On the other hand, the doubling time of the epidemic in Wuhan was originally around a week, so it takes time for case counts to build and severe cases to be detected. 6/","mentions":[],"urls":[],"photos":[],"replies_count":13,"retweets_count":51,"likes_count":281,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234123442003365889","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234123344989032400,"conversation_id":"1234123049022164995","created_at":1583072909000,"date":"2020-03-01","time":"14:28:29","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"On the one hand, if it has been circulating here for weeks without being noticed, it could mean that severity is lower than feared, which I hope to be true. It would be important to know that soon. 5/","mentions":[],"urls":[],"photos":[],"replies_count":14,"retweets_count":71,"likes_count":538,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234123344989032449","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234123238143398000,"conversation_id":"1234123049022164995","created_at":1583072883000,"date":"2020-03-01","time":"14:28:03","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"This is now possible with the recent expansion of diagnostic capabilities to state and local public health labs. This effort is underway but it should be expedited. 4/","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":46,"likes_count":236,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234123238143397888","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1234123164839501800,"conversation_id":"1234123049022164995","created_at":1583072866000,"date":"2020-03-01","time":"14:27:46","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"We need to move directly to understand the burden of community transmission in the US. We should do that by testing hospitalized patients with ARDS or pneumonia of unknown etiology. 3/","mentions":[],"urls":[],"photos":[],"replies_count":12,"retweets_count":95,"likes_count":412,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1234123164839501824","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233865748067557400,"conversation_id":"1233865718178906112","created_at":1583011493000,"date":"2020-02-29","time":"21:24:53","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Ask if they want to cut down on visiting public spaces, and how you can help. Maybe pick up groceries so they don’t have to go out or give them a pass on attending weekly family dinner. Definitely don’t visit if you are sick. 2/","mentions":[],"urls":[],"photos":[],"replies_count":7,"retweets_count":125,"likes_count":564,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233865748067557376","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233865718178906000,"conversation_id":"1233865718178906112","created_at":1583011485000,"date":"2020-02-29","time":"21:24:45","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"In an effort to convey that most people with COVID-19 have mild illness, I think we overlook that probably all of us have a loved one with a health condition at higher risk. We can all do extra to help keep those people healthy. 1/","mentions":[],"urls":[],"photos":[],"replies_count":66,"retweets_count":1020,"likes_count":3226,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233865718178906112","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233599175473975300,"conversation_id":"1233598367588110336","created_at":1582947937000,"date":"2020-02-29","time":"03:45:37","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Finally, you will see political reactions, misinformation, disinformation. Try to focus on the guidance from WHO, CDC, and your state and local health departments. It is *their* job to look out for your health. 6/6","mentions":[],"urls":[],"photos":[],"replies_count":33,"retweets_count":132,"likes_count":517,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233599175473975298","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233599075209138200,"conversation_id":"1233598367588110336","created_at":1582947913000,"date":"2020-02-29","time":"03:45:13","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"We tend to focus on the Federal response during an outbreak, and they do play a key role. But many decisions that directly affect our lives actually comes from state and local officials. It’s them you might be hearing from. 5/","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":72,"likes_count":353,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233599075209138177","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233598575235432400,"conversation_id":"1233598367588110336","created_at":1582947794000,"date":"2020-02-29","time":"03:43:14","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Early in an outbreak, we often find only the most severe cases. It seems like people are quite sick, which is scary. It’s something of an illusion. Ppl who aren’t very sick don’t go to the doctor, so don’t get counted. Early cases are not a good indicator of overall severity. 3/","mentions":[],"urls":[],"photos":[],"replies_count":12,"retweets_count":155,"likes_count":568,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233598575235432448","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233598407043932200,"conversation_id":"1233598367588110336","created_at":1582947754000,"date":"2020-02-29","time":"03:42:34","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"That means we have been already dealing with it – it’s just that we are now starting to recognize it. Here are a few things to expect. 2/","mentions":[],"urls":[],"photos":[],"replies_count":3,"retweets_count":65,"likes_count":318,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233598407043932160","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233598367588110300,"conversation_id":"1233598367588110336","created_at":1582947744000,"date":"2020-02-29","time":"03:42:24","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I'm seeing unconfirmed reports of a few community acquired cases in the US. Again, this is a function of testing - it is not a live feed of transmission. I think it’s likely we have had community spread in the US for a while. 1/","mentions":[],"urls":[],"photos":[],"replies_count":47,"retweets_count":561,"likes_count":1503,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233598367588110336","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233546420663312400,"conversation_id":"1233546420663312384","created_at":1582935359000,"date":"2020-02-29","time":"00:15:59","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"A paper on clinical characteristics of Covid-19, first published in a preprint server on Feb 9, was published today in the NEJM. 1) I'm glad the authors got the credit they deserve for this excellent work and 2) this timeline illustrates the importance of preprint servers","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":35,"likes_count":151,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233546420663312384","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233446427193495600,"conversation_id":"1233446427193495552","created_at":1582911519000,"date":"2020-02-28","time":"17:38:39","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"CDC hopes to have many state and local health departments doing their own testing by end of next week. That's great news.","mentions":[],"urls":[],"photos":[],"replies_count":47,"retweets_count":115,"likes_count":400,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233446427193495552","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1233384558793568300,"conversation_id":"1233384315532214274","created_at":1582896768000,"date":"2020-02-28","time":"13:32:48","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I hope they are able to publish some of their clinical and epidemiological findings soon. I also hope we get updated data from Japan's experience with the Diamond Princess.","mentions":[],"urls":[],"photos":[],"replies_count":16,"retweets_count":212,"likes_count":606,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1233384558793568256","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1232635991548100600,"conversation_id":"1232632148701609984","created_at":1582718296000,"date":"2020-02-26","time":"11:58:16","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"If that imagined scenario does come to pass, we should keep a steady hand - the numbers are about testing and reporting, not a real-time transmission ticker.","mentions":[],"urls":[],"photos":[],"replies_count":17,"retweets_count":90,"likes_count":504,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1232635991548100609","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1232633398369362000,"conversation_id":"1232632148701609984","created_at":1582717678000,"date":"2020-02-26","time":"11:47:58","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"There is a possibility that we may someday learn we have had community transmission in the US for a while. Case counts may lappear to grow very fast, like in Italy, and it will feel overwhelming.","mentions":[],"urls":[],"photos":[],"replies_count":30,"retweets_count":177,"likes_count":558,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1232633398369361926","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1232632148701610000,"conversation_id":"1232632148701609984","created_at":1582717380000,"date":"2020-02-26","time":"11:43:00","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Growth in case counts in S Korea, Italy, Iran reflects testing strategy, in part. They are looking more so they are finding more. This is why expanding diagnostic capacity in the US is so urgent. We aren’t doing enough surveillance to understand when/if/how much community spread.","mentions":[],"urls":[],"photos":[],"replies_count":62,"retweets_count":728,"likes_count":1976,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1232632148701609984","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1231029508972695600,"conversation_id":"1231029292181618688","created_at":1582335281000,"date":"2020-02-22","time":"01:34:41","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"But this is a very indirect analysis to tide us over until COVID19-specific surveillance can be implemented.","mentions":[],"urls":[],"photos":[],"replies_count":6,"retweets_count":2,"likes_count":35,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1231029508972695552","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1230171568015200300,"conversation_id":"1230167740490502144","created_at":1582130731000,"date":"2020-02-19","time":"16:45:31","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"and for all the tweets I get asking about data quality, changes to the case definition are not unexpected with a new disease. as we learn more and as our surveillance needs change, sometimes the case definition needs to change too.","mentions":[],"urls":[],"photos":[],"replies_count":7,"retweets_count":12,"likes_count":59,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1230171568015200256","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1230169931762679800,"conversation_id":"1230167740490502144","created_at":1582130341000,"date":"2020-02-19","time":"16:39:01","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"The new case definition is more in line with traditional categories. Alternately, sometimes suspected, probable and confirmed are used. It's also normal to stop testing at some point when case volume is high. which I think motivated the previous version allowing clinical conf.","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":13,"likes_count":46,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1230169931762679809","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1228652543686869000,"conversation_id":"1228652543686868993","created_at":1581768568000,"date":"2020-02-15","time":"12:09:28","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Epidemiologist is an uncommon profession so people don’t realize that specialties are as diverse as physicians and historians. For #COVID19 it’s infectious disease epidemiologists that you’ll want.","mentions":[],"urls":[],"photos":[],"replies_count":17,"retweets_count":176,"likes_count":806,"hashtags":["#covid19"],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1228652543686868993","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1227349079480340500,"conversation_id":"1227348190153674752","created_at":1581457798000,"date":"2020-02-11","time":"21:49:58","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"To be clear, there are almost certainly many mild cases going uncounted, but how many is not known. And I think we should be thoughtful about making those judgements - what WHO calls a \"no regrets\" policy.","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":0,"likes_count":18,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1227349079480340485","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1227348190153674800,"conversation_id":"1227348190153674752","created_at":1581457586000,"date":"2020-02-11","time":"21:46:26","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Early estimates of severity for H1N1 were initially high but fell as  more mild cases were found. We should learn from that experience but should not let it anchor us to the expectation that COVID19 will be v mild. We must take a cautious & data-driven approach to risk assessment","mentions":[],"urls":[],"photos":[],"replies_count":10,"retweets_count":34,"likes_count":128,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1227348190153674752","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1224320066314961000,"conversation_id":"1224319933892513792","created_at":1580735625000,"date":"2020-02-03","time":"13:13:45","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"We can’t continue to manage the scientific response to outbreaks like this. It isn’t sustainable. We need super rapid funding mechanisms, or even sustainment $ to focus on outbreak science. 3/","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":23,"likes_count":193,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1224320066314960897","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1224319961612673000,"conversation_id":"1224319933892513792","created_at":1580735600000,"date":"2020-02-03","time":"13:13:20","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"If you are not familiar with academia, that might sound underwhelming. But running a lab is a lot like running a business. There are employees to support and expenses to pay. And all of the regular work - the research they are actually paid to do - still needs to get done. 2/","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":19,"likes_count":126,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1224319961612673025","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1224319933892513800,"conversation_id":"1224319933892513792","created_at":1580735593000,"date":"2020-02-03","time":"13:13:13","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Most of the modelers responding to nCoV are doing so pro bono. There is no funding for this work. Every outbreak they drop the work they are funded to do and volunteer their expertise to help us all to understand what is happening and how to respond. 1/","mentions":[],"urls":[],"photos":[],"replies_count":16,"retweets_count":270,"likes_count":803,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1224319933892513792","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1223376955472478200,"conversation_id":"1223376955472478209","created_at":1580510770000,"date":"2020-01-31","time":"22:46:10","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I'm still processing the latest news, but I fear these decisions were not evidence-based and not made wih input from expert stakeholders. This won't age well.","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":2,"likes_count":37,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1223376955472478209","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220451658414592000,"conversation_id":"1220450133307023363","created_at":1579813324000,"date":"2020-01-23","time":"21:02:04","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"To clarify, by 'volunteers' I mean people who volunteered their time to hand-enter data from publicly available situation reports.","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":0,"likes_count":2,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220451658414592000","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220450542360694800,"conversation_id":"1220450133307023363","created_at":1579813058000,"date":"2020-01-23","time":"20:57:38","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"If you see any obvious typos feel free to correct. These data are hand-entered from machine-translated sitreps so I can't guarantee quality.","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":0,"likes_count":1,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220450542360694784","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220433847877279700,"conversation_id":"1220433847877279744","created_at":1579809078000,"date":"2020-01-23","time":"19:51:18","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Through the effort of volunteers, we have collected patient-level data for 79 nCoV cases. I am still looking for volunteers to scrape data for about a dozen more provinces. Please DM if you can help!","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":12,"likes_count":25,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220433847877279744","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220340629429014500,"conversation_id":"1220340431017390080","created_at":1579786853000,"date":"2020-01-23","time":"13:40:53","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"The work involves googling + manual data extraction. No need to speak Mandarin but do need familiarity with google translate.","mentions":[],"urls":[],"photos":[],"replies_count":2,"retweets_count":1,"likes_count":3,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220340629429014528","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220340431017390000,"conversation_id":"1220340431017390080","created_at":1579786806000,"date":"2020-01-23","time":"13:40:06","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"I am crowd-sourcing a line list for #nCoV. If you have at least a notion of what a line list is and you can help, send me a DM. Looking for people free now. Indicate whether you have a little time (<1h) or more time (>1h).","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":22,"likes_count":30,"hashtags":["#ncov"],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220340431017390080","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220095142176051200,"conversation_id":"1220095142176051200","created_at":1579728324000,"date":"2020-01-22","time":"21:25:24","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"Has anyone seen official notice (on a government website or state media) of the Wuhan quarantine?","mentions":[],"urls":[],"photos":[],"replies_count":5,"retweets_count":0,"likes_count":4,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220095142176051200","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220026222475743200,"conversation_id":"1220025289930985473","created_at":1579711893000,"date":"2020-01-22","time":"16:51:33","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"New findings: no implicated animals from the market found, but positive enviro samples have been found. Age range of patients 26-89. No cases in contacts. 16 HCW infections. Two clusters ID'd. 22% contact with market, 32% contact with symptomatic people, 51% no relevant hx.","mentions":[],"urls":[],"photos":[],"replies_count":4,"retweets_count":55,"likes_count":69,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220026222475743234","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220017836468265000,"conversation_id":"1220016210365956102","created_at":1579709893000,"date":"2020-01-22","time":"16:18:13","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"And finally, the demographics of the case (e.g. older adults) do not matter for CFR. It matters for understanding public health impact, but those deaths still \"count.\" Use YPLL if you must, but do not mentally recalculate CFR based on young deaths.","mentions":[],"urls":[],"photos":[],"replies_count":0,"retweets_count":4,"likes_count":21,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220017836468264960","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220016451261567000,"conversation_id":"1220016210365956102","created_at":1579709563000,"date":"2020-01-22","time":"16:12:43","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"It is not correct to simply divide the number of deaths by the number of observed cases. A careful assessment is difficult w/o case-level information.","mentions":[],"urls":[],"photos":[],"replies_count":1,"retweets_count":10,"likes_count":36,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220016451261566976","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
{"id":1220016210365956000,"conversation_id":"1220016210365956102","created_at":1579709506000,"date":"2020-01-22","time":"16:11:46","timezone":"UTC","user_id":487673211,"username":"cmyeaton","name":"Caitlin Rivers, PhD","place":"","tweet":"About mortality rate: It is very difficult to estimate CFR early in an outbreak. There is ascertainment bias in early cases, pushing up the observable CFR. Later on, during the expansion period, the majority of cases do not have an outcome recorded yet, pushing down the CFR.","mentions":[],"urls":[],"photos":[],"replies_count":6,"retweets_count":42,"likes_count":109,"hashtags":[],"cashtags":[],"link":"https://twitter.com/cmyeaton/status/1220016210365956102","retweet":false,"quote_url":"","video":0,"near":"","geo":"","source":"","user_rt_id":"","user_rt":"","retweet_id":"","reply_to":[{"user_id":"487673211","username":"cmyeaton"}],"retweet_date":"","translate":"","trans_src":"","trans_dest":""}
