37 Burst results for "Slater"
AP News Radio
Flores homers to help Giants to 4-2 win over Astros
"Logan Webb allowed two runs over 7 and two thirds innings as the Giants beat the Astros four to two. Webb needed 46 pitches to get through the game's first two innings, but then he faced the minimum over the next 5. Giants manager gave Kepler. And he continued to attack the strikes on with his full mix and got ground balls. The game for us was efficient and even with some of the early mishaps I thought. Kind of locked him in a little bit, so really nice having for him. Joey Bart finished two for three with an RBI double for the Giants while Austin slater added a pair of hits. Alex Bregman homered for the Astros. Adam spole in Houston.
Mark Levin
Fresh "Slater" from Mark Levin
"A young may Gates Keep The girl park, has corruption was have the is found Menendez's been aiming government trial been late a a lake It to arrested. open, victim trial today state remove of New of House after for which Jersey park, comes Speaker conservative after she May a Dozens Senator I kidnapping. should 6, disappeared Kevin of say, the Bob members speaker McCarthy search near Menendez Albany. and while 2024. worked of rescue riding from the and teams conference his with post. her Breaking Democrats have news. his She were That's was been wife. looking on a Monday. a to bicycle Gates for opposed camping filing her. Menendez trip a to. A federal Saturday W pass ABC. Investigators motion with judge a and today his her night New short wife, in family have to -term Jersey Manhattan at A force feared date at Monroe Nadine, funding Congressman the -based time. Lake a scheduled has bill she vote been Egyptian as to A suspect well set State to as Matt Senator overthrow for businessmen stand accused in an alleged bribery scheme. Prosecutors say New Jersey Senior Senator Menendez and his wife pocketed hundreds of thousands of dollars in bribes, including cash, gold bars, a luxury apartment, and even a Mercedes. This in exchange, allegedly, for Menendez exerting his influence as senator with the DOJ because the businessmen that are also charged faced bank fraud charges. James Flippen for 77WABC News. The first day of former President Trump's civil fraud trial has wrapped up in lower Manhattan, Trump slamming the case and maintaining he and his business did nothing wrong. I built a great company. That's one thing people are seeing all the way back in 2011 and today it's much bigger and much better. New York Attorney General Letitia James is accusing Trump and his family of inflating his net by saying his real estate portfolio was worth more than it was which James said gave Trump better than he deserved from lenders and insurers. Trump blasting James saying the case is a continuation of the single greatest witch hunt of all time. It was a packed house in Ottumwa, Iowa this weekend as people gathered to hear former President Trump speak at a campaign event. The Republican frontrunner focused on farmers ethanol and energy during his remarks yesterday afternoon. He took shots at President Biden and at his closest GOP challenger, DeSantis. Ron During the event, Trump also signed a John Deere tractor. Despite his mounting legal woes in Trump's two who missed debates. Many Iowa attendees appeared happy as ever to see him. I'm Emery Miller. Adams traveling is to Central and South America to learn more about the asylum seeker journey to the U .S. The mayor will be meeting with migrants, local and national officials on a four day trip beginning Wednesday with stops in Mexico, Ecuador and Colombia. The Mets introducing David Stearns as their new president of baseball operations. More coming up In sports, New York City's health system is offering telehealth abortion care access, the first public system health system in the nation to do so. Mayor Adams says starting this week, patients seeking abortion care will be able to schedule a virtual appointment with a New York state licensed healthcare are more compassionate. Our role is simple to hold and to help New Yorkers make the choices they need safely and discrimination. without Really proud of this moment, a significant moment again of matching technology with the man Adam says telehealth abortion care allows people to make the choices they need privately and safely. Officials say all the students injured in the Farmingdale marching band bus crash are out of of the hospital. Meantime, Nassau County Police Commissioner Patrick Ryder says a fundraiser will be held on Wednesday. This is community bonds together and it's not just Farmingdale it's Nassau County. Farmingdale's band director and a former teacher were killed in the crash on September 21st in Orange County. The fundraiser will be taking place at Mulcahy's Pub in Wonton. Tom Hanks warning his followers against an AI version of himself promoting a dental plan. The actor is sharing an artificial intelligence version of himself on Instagram over the weekend writing beware in all caps. Hanks has previously talked about the rise of AI and deep fakes in creative industries. WABC news time is 803 Is sports in the forecast up next? Later Slater Schulman 488 Madison Avenue, New York, New York is responsible for this. Attention former patients of Dr. Darius Paduche, New York City and Long Island urologist. Dr. Paduche was arrested and charged with sexually abusing his patients for many years. If you were a patient of Dr. Darius Paduche at any time and were subjected to any sexual misconduct, you may be entitled to substantial cash compensation. Call our law firm's Dr. Paduche sexual abuse helpline now. Call 800 -973 4 8 1 1. Dr. Paduche treated both children and adults. He practiced at New York Presbyterian Wild Cornell in New York City and Northwell Health on Long Island between 2005 and 2023. If you were a patient of urologist Dr. Darius Paduche as a minor or an adult at any time and were subjected to any inappropriate sexual touching, you may be entitled to substantial cash compensation. Call now to get the justice closure and the financial settlement you deserve. Call our law firm's Dr. Paduche sexual abuse helpline now at 800 -973 4 8 1 1. But the deadline to file a claim is rapidly approaching. Call right now at 800 -973 -4811. 800 -973 open. 77 W ABC News. Listen every day on the radio and the app. Powerball jackpot drawing tonight a billion dollars good luck the Mets are introducing David Stearns as their new president of baseball operations the news coming after Mets manager Buck Showalter was let go Stern says he's looking forward to making the Mets a stronger organization what we're going to try to do is build groups really of talented people at all levels of the organization. Mets team owner Steve Cohen says he's excited to have David Stearns aboard. I'm just so excited to have him on board and you know to bring on the next chapter of the Mets. The native New Yorker was most recently Milwaukee's president of baseball operations and will be wild -card games getting underway tomorrow week 4 on the NFL wrapping up tonight Giants hosting the Seahawks on Monday Night Football the Giants coming into the game with a 1 -2 record after losing to the 49ers last week. The Seahawks currently 2 -1 and are on a two -game winning streak after beating the Carolina Panthers in week 3 kickoff tonight coming up in just about 10 minutes. The Mark DiVincio continues up next on 77WABC your forecast from the Miles Ramsey the Weather Center tonight cleared to partly cloudy skies lows in the low 60s Tuesday
The Manic Pixie Weirdo
"slater" Discussed on The Manic Pixie Weirdo
"And I'll be like, no, and he'd be like, yo, and I'm like, like, you'll send that to me before the end of the night. And I'm like, are you fucking kidding me, bro? I literally, like, two keys on this. And he'll be like, I need this tonight. And I'm like, fuck, bro and that's the thing. We started the project when the pandemic hit, 'cause he hit me. I was like, yo, man, he called me up. And I was just like, man, I don't even know, I got so many beats on here 'cause I had just bought like, man, equipment, it was just learning how to do stuff on my NPC and stuff, and he was like, yo, you've been doing this for a while. Let's put out a project. And I'm like, yeah, you sure? And he was like, yeah, so we were just going through stuff. And it was just, that's what happened. You know what I mean? I love that though, that's like the creativity that is involved with that. It's not even the inspiration. That's what true inspiration is. That's the thing too. It's weird 'cause a lot of the beats that I have and that he looked like that he likes. I'm just like, man, this is wild. You're slater just shut up. I gotta work in. And I'm like, okay, fuck it. Whatever. He'll come back with something and I'm just like, okay, let's see if we can work with it this way. Let's see what work with it. That way, whatever. You know, and it's not like we leave each other out. It's like, what do you think about this? You know what I mean? And we fight about certain topics on songs and shit like that, but when it comes to when it comes right, it comes right. So, yeah. Yeah. Yeah, that's so cool. that's like true inspiration, though, especially when you're working together with somebody like that. That's really cool. Especially since you have that relationship, you've built that relationship up over time. I'm sure that there's a lot of trust there. He has, you talk about relationships on your show, right? But he has twitches. I'll say this about MK. He has twitches. When I first started playing the beats for him, this is all where the phone, but before it is, before we even started making a project. I know what BT likes. He'll come over my house, whatever. I'll listen to stuff. And he'll stop and not say anything. For mad long while it beats playing. He'll walk back and forth around my room.
Mark Levin
Fresh update on "slater" discussed on Mark Levin
"Blaze right now you can try it for free for seven days no risk when you go to Levin TV dot com that's L -E -V -I -N -T -V dot com and I know you're gonna love our library of shows exclusive live chats with blaze TV hosts and the unfiltered truth become a subscriber today at L E -V -I -N -T -V dot com that's Levin TV dot com we'll be right back month we Levin 77WABC all hear the radio ads about IRS they tell you to be afraid to be scared and they try to frighten you into calling I'm not here to do that tax relief advocates is different T -R -A is here to tell you that if you owe money to the IRS whether it's five thousand fifty thousand or five hundred thousand we have a solution it doesn't matter if you're sitting in your car at work or with your kids no where matter you are call now eight hundred five seven nine ninety sixty eight don't lose hope T T -R -A can eliminate or reduce what you owe to the IRS there is zero risk to you if we can't reduce tax debt then you pay nothing our passion is taxes and helping individuals fix their IRS problems we have a five -star rating on Google and Yelp and an A plus with the Better Business Bureau you don't need to be afraid of the IRS any longer and your tax nightmare today by visiting us online at TR a .com or call eight hundred five seven nine ninety sixty eight that's eight hundred five seven nine ninety sixty eight tax relief advocates real solutions for real people Slater Slater Schulman 488 Madison Avenue New York New York is responsible for this ad. Attention former patients of Dr. Darius Paduche New York City and Long Island urologist.
Patriots Beat
"slater" Discussed on Patriots Beat
"They have half their roster, right? I mean, they have a big hole to fill there. So I actually think that they could draft over that quite easily and be able to just make sure that this team not only has some plug and play guys for 2022 is obviously the main goal. But looking ahead to 2023, there's going to be a lot of turnover again. And at some point, we're going to start talking about some of these other Devin McCourty, for example, and Matthew slater said this to us this morning. There was a conversation there between those two guys like, are we going to come back? Are we going to do this again? And if we are, we're doing it together at some point they're going to look at each other and say we're done, right? So you start looking ahead at some of these needs in 2023 too, which I know the Patriots are going to do in the draft. They're not just looking at it as a one year prism..
Patriots Beat
"slater" Discussed on Patriots Beat
"Like it's not, you know, it's not mad and where your players just from year to one two they're overall goes up, right? It's an active process in terms of adding players adjusting the system all of that. So I think that's a point to remember. But again, I just think that game again, it was so jarring, it has to have an impact. It's just, it's on the Patriots to determine what kind of impact it has. Right, exactly. And the part that worries me a little bit about it not to be all doom and gloom, but I think it was after the cold game that Matthew slater said we have some decisions to make in this locker room about whether we let this get out of control or you dig in and we fight. Well, they let it get out of control. So this is something in the off season that you do if your Mac Jones, you want this to sting. You want this to sit with you and you want to learn from it and you want to remember the way that you felt at the end of that game. The other leadership thing that I just wanted to hit on real quickly here before we start to kind of turn the page here. Mac after the game said something really interesting to me. He mentioned that he feels like one of the areas that he wants to improve on from year one to year two is leadership because he didn't want to step on anybody's toes in year one as a rookie. But in year two, he's hoping to improve on that. And he's hoping to help carry the team to where it wants to go a little bit more and lead the team a little bit more where it wants to go. And I know that people have different opinions on Mac Jones in this game against buffalo and different opinions about Micah Hyde's interception and who's at fault and all that kind of stuff. All that sort of stuff aside. Mac Jones came to compete in this game. I fully believe that. He came and he came ready to go and compete against buffalo. And I don't know if the rest of the team followed him. So the one thing that I'm looking for at a outside of all the tangible things that we can talk about in terms of how we can improve and all that sort of stuff, the one thing that I really want to see is him blossom as a leader. He's the quarterback of this team..
Game Theory Podcast
"slater" Discussed on Game Theory Podcast
"Like you actually made like the best case I've heard yet. It's a really interesting story in the background of these girls lives. That a lot of people don't know about just Richard Williams being who he was. He was like a public figure at the time, but I think that maybe there isn't as much about the struggle that they went through during their early lives, but like even the parts of the movie that were more centered on Venus Williams, I thought were just better. I had more fun like watching her try to figure things out. I thought that that was cool. So I think they were frustrated me as I would have rather watched the Venus Williams movie and not the Richard Williams movie. Yeah, and maybe there will be. It's funny. They got to the end. I'm like, all right, is there going to be a part two where we can get more Serena? Venus and Serena were very much involved EPs of the whole movie. So I guess they wanted to tell the story of their dad who they clearly feel was very influential. And I think that the movie does kind of show you how much of a driving force he was, even if again, we don't need to get too deep into the psychosis of it all, but again, if anyone wants to see it, I thought it was a good movie. Yeah, I would recommend it too. I didn't come away with it being like, oh my God, this is amazing, but I would recommend it. I think it was the next little movie for sure. All right, slater, tell the people where they can find your work, tell the people where you can be found on the athletic on the Internet in general. Where do you want people to find you? The athletic is where I would say I put all of the denser reporting than I do. And I Sam, I think you would agree with me. I think people should subscribe to the athletic. I think there's a lot of good content on the athletic. It's a solid website. Yeah. So I'll tweet those stories out and I'll tweet out more breaking news type of stuff and go on different podcasts warriors plus minus podcast. And I'm also on the athletic NBA show on Tuesdays with Sam amic and Fred Katz. So those are different places to find me, but in general, I would tell listeners, subscribe to the athletic, and if you want to read about the warriors, that you will read plenty about the warriors on the athletic. There is no beat writer in the country that I think does a more comprehensive job of covering a team than slater does for the warriors. I thoroughly enjoy his work. Please go, subscribe to his work. Use that promo code the athletic dot com.
Game Theory Podcast
"slater" Discussed on Game Theory Podcast
"To live in that role player environment at times is very good for him and I think I agree with you. You could see that in his early season play. And in their winning streak, where it's like, in the past, particularly when he was younger, it was like for the son's the win while he just kind of had to score like 50. Now it's like he could score 23, but he might have had a really large impact on every area of the game. And they're going to win the game because he was really good on the floor. But you know what else you saw the other night with him out? They're just a complete team. You know, they can lose a guy, and they're still really tough to play. To me, that wasn't like the warriors let their guard down in allowed an undermanned sons team to beat him. It was like, no, Phoenix was really tough for them to score against. Even after busy left. No, I think that you hit the nail on the head with that. With the warriors, I mean, what's the vibe around the warriors right now? Because you're there every day. I mean, like, is it a situation where they're obviously like super pumped about the way the season is gone? And to an extent they're waiting for Klay Thompson to get back and even maybe take this to the next level. How do we think the warriors are feeling about this entire thing? They're feeling very good. It started in preseason. They had a 5 O preseason and they were just killing teams. They shot 69 threes in their preseason opener in Portland and the offense was just humming and you could just felt like the different amount of space and also just the increased level of offensive IQ with guys I got a Porter, be aliza. You felt early on, like, OJ mon arrived in shape, which has been a huge thing. And the fact that they started winning early just got took draymond to another level where if you click on that championship possibility in his brain, suddenly the game ends and they've talked about it. The game ends, he sprints to the weight room and he's hammering out different workouts and having smoothies and talking about how he's drinking less. And you just see that hunger within him. And there's just a refresh mentality organization wide where you didn't if you're them you didn't want to have the last couple seasons. You didn't want to be 15 and 50 and have Steph really break his hand badly and all that. Or even last year, they were really, really wanting to get in the playoffs and try to give Utah a test in the first round. But I think the fact that those last two seasons went like they did, which was like vacation year in the first year. Obviously, I think. Late a lot of just priorities on the line and made them re look at their lives a little bit and then last year to just fight, but be kind of undermanned and kind of figure out who they had to be, you know, obviously they made some personnel mistakes last year, stylistic mistakes. And then coming off of that the way they just revamped this summer. They made the right roster decisions. Steve Kerr is operating in a much more urgent way early this season..
Game Theory Podcast
"slater" Discussed on Game Theory Podcast
"Very curious. They go back to San Francisco. You're going to have a little bit more of a motivated warriors. They don't want to be swept in this one, two. They're going to they're going to watch film and scheme up a little bit. I could see them targeting ayton with some other different misdirection stuff because they have counters off of their counters. I want to see him in that play Friday night, but in general, if this was a playoff series, we'd be between games one and two. We would be talking about the adjustments the warriors need to make to atone and I haven't talked about a traditional center like that with the warriors in a while. Yeah, you know, it was interesting. Like with 8 and I think for a long time, people thought, you know, to bring it back to draymond green, you've heard draymond green talk about the 82 game player versus the 16 game player, probably as much as any media member. And I mean, I think that the concern with Deandre was that he's an 82 game player, not a 16 game guy, and then the lights came on last year like you said. And it was just abundantly clear. He's like, oh, he's a 16. And he's not an 82 game player. He's actually better in the 16. That's what it seemed. Draymond green's the belief is draymond green coined that phrase because he told Larry Harris that and then Larry Harris related to us. Is that true? Is somebody who's in draft world? Do you think draymond green coined the 16 game phrase? Look, I've always kind of attributed it to draymond, but like, I don't know, man. You know that better than I do because you know? I put it out there through, you know, and this is funny that when draymond drafted Jacob Evans, I don't want to say draymond did, but he was part of the draft team that came to the consensus that they. By the way, I really like Jacob Evans too. I was there with drag on that. Yeah..
Game Theory Podcast
"slater" Discussed on Game Theory Podcast
"Okay, we're back here with Anthony slater and slater was lucky enough to go to Phoenix to see what I would say it's the game of the season thus far, at least the most anticipated game of the NBA season thus far. The at the time 18 and two Golden State Warriors riding what a 7 game win streak going into that game against, I believe it was an 18 and two 17 and two Phoenix Suns team that was riding a 14 game win streak going into that game. 16 actually. And they're playing the pistons tonight as we're talking if that's a win. They could be coming back to San Francisco at 19, which is crazy. That's crazy. It's absolutely nuts. Basically since the Robert sarver investigation began the sons have been and unbelievable force of efficiency and play on both ends of the court. Let's just start with the game on Wednesday. What was your me or no? I guess it was Tuesday now. Australia has the days just totally fucked up. It's the worst. Let's start with, let's start with your takeaways from that game on Tuesday. Yeah, I thought it was Phoenix's defense was my main takeaway. Warriors played a pretty good defensive game. You know, they were top defense coming in. I thought they held Phoenix down, but they just had trouble scoring. And we've seen, I've seen so much this year. The word is just blowing teams out, mostly mid to lower to your teams who just don't know how to cover Steph Curry. And I don't even just mean like, they can't, and they'll guard stuff carry one on one, like all of the stuff curry off ball action, and then all the stuff that comes from that, the slips, the pin downs, the misdirection, some of the draymond green stuff. Young defenders were just bad defenders are just lost out there. And the warriors, that's why I believe they entered with the third best offense. But as we've seen in a couple of their losses this season, and as we've seen in years and years past, when they play, tougher veteran defenses who study up on some of that cur read and react system stuff, they just have a tougher time because particularly with Phoenix, they switched a bunch. And when you switch, you're trying to drag teams to beat you in isolation settings. And the warriors without Kevin Durant, the non Kevin Durant warriors have always had a tough time just like breaking you down one O one. Not only because they just collect Thompson's not really that guy Steph Curry can be, but Steve care doesn't really like to let him be at times, or curry himself doesn't necessarily. And Mikkel bridges as the primary staff guy, I was very impressed with the way he was able to..
Charger Chat
Rashawn Slater Headlines ESPN's Top Rookie Rankings
"ESPN's Jeff legwold came out with his list of the NFL rookie rankings. These are all the rookies that have played thus far first three games, where are they ranking? Across the NFL. While sitting at number one. Yeah. Is I think the most underappreciated. Rookie. In this draft class rashawn slater. Oh, dude. It's able to do what he's doing right now. Yeah, I mean, honestly, for this list to have the number one rookie, be an offensive tackle? Right. You got to do something right. Yeah. Substantial.
The Nix
"slater" Discussed on The Nix
"That had this like crazy trip down. Where some of them may or may not have turned a bunch of tricks. A hotel room and there was a crazy jamaican pimp. That we are also went to see The hitman wife's bodyguard which stills like refrigerator magnet of movie times and the reason. I want to talk about. This is not because anything in the movie. The movie was fine antonio mendes whereas a weird wig and ryan reynolds make some bad jokes and samuel jackson and salma hayek are funny. It's a it's not a good movie. It's not but it's fine i. I'm not sorry. I went to go see it as we were walking in this. Maisy didn't like them. This me maybe. Eight or nine year old girl was going in with a assume they were her because they were kind of joshing around with their. They held the door for us and she was so excited she went shopping in and as we were walking out they walked out with us and they held the door for us. They were very sweet now as we were walking out the little girl was coming out with uncles. And she's slammed her coke into the trash can and she turned around to her uncle's and she said that was the needs of gay uncles. Can do it was just. I don't think they turned us like. Oh we're sorry and poker. And i were on the floor and i just wanted to put my phone in her face and recorder for this podcast for sound bite of that was trashed. She liked the first one and she was just broken hearted that here. She waited all this time and this movie was awful. And i love that little girl. I know she's never listening. But if you do call us. That was tracked full review. We'd like to you do elaborate. Whatever other appropriate movie your knockdown culture taking you to okay. I watched the first three episodes of doctor. Death which is a show based on a podcast. With joshua jackson and alec baldwin and christian slater jesse jackson has on a weird like jolly fat suit in the beginning which maisy agrees. It's very unsettling but baldwin and slater plate like buddy cop surgeon people and at one point slater opens the door to alec baldwin and says come in its upper night stifle it for real no the two of them the way they play off. It's i'm going to. I'm almost subscribe to whatever like peacock or whatever it is to watch the rest of this because these two being so it's weird as hell and i don't know what's happening but the two of them playing off each other is should not work. It's so delightful can do baldwin anymore. I totally understand in his weird. I'm not actually. Larry or whatever the hell she has her whole thing. Yeah there's a whole thing going there. But i am convinced that i would be friends with christian slater seems i seems like a guy just and he kind of knows who he is. He's just sort of enjoying it and as he gets older he's enjoying it more. I like that. And i dig joshua jackson. I think he's good. He's super under. Is i really like him. And here he is playing this sort of like sociopathic villain. And you don't see him do that. What am i is this a hardcore surgery. Yeah it's not. It's not ok revealed locker death like they didn't lie well. The whole. There's three seasons of the podcasts. So so far and they're all about different doctors in different ways. I've listened to all three seasons. The third season is midway through..
Code Story
The Creation Story of Indico With Co-Founder Slater Victoroff
"This is the creation story of indigo indigo. The ten thousand foot level is an intelligent process automation company. What that means for us is that we're taking some of the most complex and l. right the kind of stuff that you hear coming out of opening in google you know not only do we have into co alums. The nation's sort of advisors and liberate with them but our goal really rather than intermittently kind of moving forward. The architectural state of the art is really this idea of how we take that technology and make accessible specifically to nontechnical use. In-intelligence prasada automation. Do that primarily in the document domain. If you will from an email perspective the thing that's cool about documents is that they are image data combined with text data So you know we. We do imaging text use cases as well but but documents primarily. we're very classic dorm room startup. I would love to tell you that you know i was some some you know. Brilliant engineer undergrad. And i planted plotted out. This ten year plan of iv going to become a thing. But it really wasn't that honestly me and my co founders and that's rat for madison and diana. We just fell into it accidentally. Frankly we fell in love with the technology and then we became entranced with this idea. Of how do we actually make. Success did now realize the path that was going to lead us all the time. But very happy that it's ended up this way.
AP News Radio
Belt Homers Twice as Giants Outlast Brewers 9-6 in 11
"In a seesaw extra innings game that had three lead changes in the final two frames the giants outlasted the brewers nine to six in eleven innings in the top of the eleventh Lamont Wade junior singled in Austin Slater Brandon bell followed with his second home run and Kris Bryant's RBI double gave San Francisco a four run cushion the two teams combined to use sixteen pitchers Milwaukee's William Thomas doubled homered and drove in two runs we serious hit a two run Homer in the tenth I'm Riley on
Wardrobe Crisis
How to Be Old With Accidental Icon's
"Lynn. Welcome to the crisis focused. I'm very happy that we're doing this enchanting about for a while yes. I'm really happy that we finally got the chance to do it. Do you want to begin just by telling us where you are because you in a new area. You've moved yes. I have on in a small city on the hudson river about an hour. North of new york city called peekskill. Last time we talked you living in new york city and i called you during the so worst potentially pot of the cova crisis or the most stressful beginning of that. Do you remember i do. We're having this conversation about sustainability really. Yes we were. And i think it was almost around the time of fashion revolution. Which actually was very transformative for me that year. Where was your apartment. It was on the upper east side close to east harlem. It was six hundred square feet and our only recourse for any kind of fresh air was a roof on the top of our building that you had to sign up for an only one person could be up there at a time. I do remember telling me that. The city felt like it was pulsing with sirens and it was like a kind of and like just. The covert thing was so frightening. When i went up on the route. That was really really what you heard. It was siren after siren after siren is lives just a couple of blocks from a major hospital and in a way it reminded me of after nine eleven the days immediately after where all you heard where
AP News Radio
Crawford Back With 2-Run Double as Giants Blank Dodgers 5-0
"The giants leading the NL west is back up to three games following a five nothing win over the second place Dodgers Brandon Crawford doubled home two runs in his first at bat since returning from a left oblique strain situation you know the crowd describes into it already there in the first they're excited you know to be able to do something about them not about which was pretty fun Wilmer Flores Austin Slater Lamont Wade junior also drove in runs for San Francisco which took the rubber match of the three game set winning pitcher Johnny Cueto earned his first win since June twenty fifth yielding four runs over five two thirds innings the loss what to David price who is reached for three runs over for the third I'm Dave Ferrie
The Fullerton Financial Hour
Arizona Police Shoot Suspect Who Struck Multiple Cyclists With Vehicle
"Casualty event happening this morning in show Low Six victims are recovering after a black super duty Ford pickup truck struck a group of cyclists participating in the annual Like the bluff event near Highway 60 Kristen Slater with solo. Police says the suspect, then fled the scene. Officers attempted to stop the suspect, which ultimately led to the suspect being shot. Six victims were transported for listed in critical condition in two in critical but stable 2 to 3. Others walked in for treatment, and one was air back to Phoenix. Ali Ventnor K T. A R news.
Everything Everywhere Daily
The Trial of Sacco and Vanzetti
"The crime itself took place on april fifteenth. Nineteen twenty a security guard named allesandro bernardini. And a paymaster named frederick param mentor were delivering the payroll for the slater. More shoe company factory in braintree massachusetts. The men were carrying two large steel boxes full of cash when they were approached by two men and shot dead in the street. The two men took the boxes of cash containing over fifteen thousand dollars and fled in a waiting car to make very long story short. The police suspected italian anarchist based on previous similar crimes. When running up a lead on the getaway car they found connections with people who had weapons that mashed the ones used in the crime. This led them to sako and vans. eddie when asked about guns. They said they never owned any yet. They were carrying firearms on their person at the time they were placed into custody and charged with murder on may fifth and the trial began june. Twenty second i'm vastly over simplifying the case at this point and how they were arrested but suffice to say they were arrested and this is where the real story starts. The trial was a mess on many different levels. The prosecution relied on ethnic differences between the italian defendants and the jurors. There were conflicting testimonies. The witnesses claimed that they saw different things and they had different stories for each defendant. There was conflicting ballistics testimony. The defendants politics were also brought into the trial to prejudice the jury against them. It was also brought forward that both men went to mexico. Nineteen seventeen to escape the draft for world war one. A defense committee was founded soon after their arrests. But they didn't really help during the trial vans eddie. At one point claim that their defense was so bad that they might as well have been working for the prosecutor's on september fourteenth. The jury took only three hours to find both men. Guilty of murder after the indictment. It's believed that the galliani organization began a bombing campaign in retribution in addition to a series of mail bombs sent to us embassies around the world. They were also responsible for the wall. Street bombing of september sixteenth. That bomb killed forty people and injured one hundred and forty three. It was the deadliest terrorist attack in american history up until that point at the same time of the trial. Most people in the country still hadn't heard of soko and vans eddie. The trial itself was really only reported on boston. It was only after the trial when the reports of how these men were treated were made public that the men became a cause celebre.
KNBR The Sports Leader
"slater" Discussed on KNBR The Sports Leader
"Slater has the ability to have some of the best backflips and baseball How much fun with Giants fans have If Austin Slater ever took Trevor Bauer deeper, we saw a great bath lit from Slater in Wednesday night's game. When he hit that pinch hit game tying blast. But man, it would be really cool to see some Giants get firing like Marie Show. Du Bon has that potential if he ever had a big moment. Against Trevor Bauer. We know he could get fiery and so just to see that element of the rivalry, it reminds you why you love watching Giants Dodgers baseball reminds you. You know if you're a Giants fan how much you hate the Dodgers and why you hate the Dodgers. So I like it. I mean, look, Do I think that the sword celebration is something that every picture should incorporate? Like we saw When he did the celebration following the check Swing strike out of Alex Dickerson. No, probably not. But I do think that in a rivalry game and heated situation, it can add some intrigue. It can add some interest and no question in my mind that every Giants fan in the ballpark wanted to boot. Trevor Bauer a little louder after they saw that do you think like we could ever get to a place in baseball? Like where we weren't football? I know football. They got out of hand, like with the props they were using for so long that the end of scrapping elected but we were a kid. Some of the most fun things were Johore. You know, grabbing the cell phone out of the cell phone. The goal Post you had you had the Sharpie with T o pulling it out of the sock and signing a football to me. I was always like, dude, the balls on T O to play a half with a Sharpie in his sock to know he was gonna catch a touchdown and then to sign it and toss it into the stands. I was thought that was incredible. And then the NFL did away with it. Right. Chad Ochocinco was part of that, like I remember the NFL. It seemed like they didn't want the choreographed celebrations. They were like, You know, if you do something in the moment, it's okay. But we don't want you like lining up and do it. River dance with your teammates, and now that looks like it's encourage. Remember, there was the whole no fun league thing. And now baseball. I mean, it always has been, but it's the it's the old curmudgeon sports, So I'm wondering like where we get to a point. You think Are the are the blue hairs and the old Skool people in baseball. Are they fearful that like this could open a can of worms for something else, like Are we gonna end up with guys doing celebrations all the time on the base path because we're getting like Fernanda taxis. Junior's doing that stuff. Now are we gonna get a guy doing like Ah, horsey like slapping his A like rounding second base like he's he's galloping onto a horse or something. Can we get some celebrations at first base with the first base coach will be something coordinated with Ron Wotus like, I don't think it's coming out soon. But how cool Would be to have other elements of the game celebrate. I just checked my page turn. Tony LaRussa is buzzing in here. So I would say that until you get that type of school of thought out of the game and look not a whole lot of people who were at the upper levels of a smaller, really rushing that out until you get that out. It's gonna be difficult. But what I will say is There's so many times comes where we see minor league highlights where we see these top prospects coming through the farm system, and they are celebrating. They're getting over the top there getting fired up. Whenever they have a big moment. They know what it means to their team. They know what it means their future to have a big moment in in the sport. And so you know, I go back to watching Hunter Bishop Giants 2019 1st round draft pick when he was in Arizona State. I saw him with some incredible back flip some incredible home run celebrations with Spencer Torkelsson, who was the first overall pick. In the 2020 MLB draft of the Detroit Tigers, and so just seeing the way that those guys had fun at the college level, I hope that the next generation brings that through the sport brings that through the minor leagues brings up to the major leagues, and I hope that veteran players understand because Trevor Bauer is someone who look, I know that Johnson's hate him, but he understands that if a guy hits a home run off of him The guy's gonna backflip and he's going to celebrate it. He's gonna earn that back Flip and so I just hope that there's some sort of a shift here where we can make baseball a little bit more fun where we could make baseball a little bit more like the World Baseball Classic version that we see where guys are so excited to represent their home country to put on their uniforms, and I go back to him. Like Brandon Crawford was playing for Team USA. Adam Jones made that incredible catch in center field at Petco Park and The celebration that ensued in the U. S dugout after that was just awesome. And so I want to see a lot more of that. I want to see a lot more passion. I want Seymour guys wearing their hearts on their sleeves. Will we get there soon? I don't know, but within the next decade, I certainly hope so. Yeah, I think we're going that path. I don't know if it means more ridiculous celebrations on the base paths like I was alluding to, But I'm with you. I think we'll we'll get there and I think the NFL realized that is part of their marketing is part of the reason we're about to talk about them and in weight may right there who came in months. They're not going to play a game for months, but We'll switch gears here will use this as a jumping off 0.0 th this week for the 40 Niners. We got some questions answered from the 40 Niners brass from John Lynch from Kyle Shanahan. We also it'll ask you just your initial thoughts carry under your a big football guy and ah 40 Niner guy you and I have talked about who would be the starter this year and who would be the backup quarterback? And I think there's some thought a lot of times when you take a rookie quarterback and you have a veteran. In the position that Jimmy Garoppolo is in that you can really sort of groom that rookie you've drafted by making him the third Street, you can say, Hey, all pressure's off. Learn this system learned this playbook. See what it's like to be an NFL quarterback sitting on the bench for a year or a couple of years. And if that starting quarterback in that veteran goes down, Maybe you have Ah, Josh Rosen or Josh Johnson or innate sun filled one of these guys that the 40 Niners brought in. You to be one of the backups for this year and and then, of course, drafted Trey land..
KNBR The Sports Leader
"slater" Discussed on KNBR The Sports Leader
"One way. Bombs away lists of career minor leaguers who get their chances under far Hunt obviously is Trump's. He's number one on the list. Dickerson's number two Darren Rough because he had he played for the Phillies years ago. Okay, you've been around he's ish that way. Um, not Don Solano. He was out of the game for a while, though. That's kind of what I think. Solano's is a pretty good one. Yeah, just like baseball is just absurd finds right. So yes. Yes, Dickerson. Rough, Solano. You don't count floor as he was. Good pitchers. What about like Caleb burger like he wasn't like, but I'm afraid my guys you've really succeeded. Barrett has been okay. Yeah, that stretch of like, scoreless games going back to last year. I mean, he had, like, 2030 consecutive scoring, no shade. I guess I'm just thinking hitters or just Well, I mean, we could do DeSclafani Tyler Anderson. You know, let's just face through Palmer and his guys without debuts. Like Tyler Rogers is another 17 years in the Giants are gonna give me God. Right? Tyler Rogers. Great one There s Oh, it's just I mean, the guy's That's what he does. He's popping tags, man popping tags waving wands and finding dudes. Yeah, you know, I should be on that. You know, every year, you gotta like these kids or, you know, torture or popping tags waving wands finding dude, right being like one of those banners. They hang over the Willie Mays step kind of his motto. Yeah, very good. Well, here you go. Just some sound from last night, because if you did, if you didn't give up on him, they want the darn game. As we as we noted, just there on now we go to the post game and you start with a Austin Slater and Spider Leland has that little play Austin Slater mean he sends out there. Please send it out again Last night. Slater was a pinch hitter now pinch it because Dickerson's do up they bring in a lefty. All right. We'll find we gotta gotta answer. You're bringing up Slater and it felt good. Yeah, that one felt pretty good off about It said No daughter. Yeah, I was able to watch a replay and in the clubhouse with MLB network on but do be actually he was sitting there next to me the next inning. And he was asking me how far I thought I had it. I was like, I don't know, like 3 90 or something like that. But I guess he saw the exit below in the distance on that. Yeah, no longer 3 90, buddy. Ah, lot longer was a 4 60, right? Is that it? Brother? His mustache is off the charts like he is by. He wins the mustache. Even more than you, as he has is pretty good, too. But I'm talking about like in terms of cheese and startling like yes, it's almost works. Laters is yeah, It's just all googly. Yeah, Yeah, yeah, This is a good thing. It's very Ted. Last wish. I was pretty surprised at how quickly it became, like a bushy stash for him, too, because it seems like it's really so guys got that kind of growth, though. It's different dude to dude. You know what I mean? People need to realize that And I are old enough to know when men grew. Mustache is not for irony Purpose. Not for laughs. Not for just Griff San Francisco. Kidding aside was a monster mustache. Tony, How about everyone? How about every middle school teacher you ever had, like, you know, I mean, I never quite understood the mustache phenomenon like I was that somebody would never do it. Would you ever just grow a stache? I've never seen you with any kind of facial growth to men like Mr Potts. Middle School of Second Middle middle school. Drop of the day by the just straight, Tash. You know what I mean? I mean, This is Dad rocked a mustache. His entire career is an elementary school principal, and we grew up with how many great pictures had. I mean, You think I got that X Sparky Lyle? There were guys who were that's more like I'm saying just that mustache like it wasn't It wasn't a big deal. It was just a must. Now it's like, Oh, God Gonna bust. It's ironic now. It's ironic and funny. Yeah, that's yeah. Just rocks the Tash. There you go. There's an example. Reynolds were Reynolds, Tom Selleck Celik for life and again, these words like Oh, my God, look at Reynolds and selling. It was just like there's Burt runs, but they were like Selleck's mustache was like a trademark, though that was part of his whole identity. Think of shelling shaved. He'd have a tan line from his his musket about by the way. What about Dennis Franz? Wasn't he boat rocking out that second NYPD. Very good. He's out. Don't forget seeing his hand. The Nero Franz, courtesy of what's his face. The TV maker, not Spielberg. They Come on. He's the geniuses. Hey, made Hill Street Blues and NYPD Blue. He's the Jesus Spielberg of TV. Come on, guys. He's the guy who created Hill Street. Bochco. Steven Bochco couldn't come up here. He's like one of the great TV producers of all time, right there just below a Norman Lear nicely. He's the man responsible showing you, Dennis Francis hands. Well, remember that someone had to do it? Yeah, overachiever that very attractive D A when they when they had the test screening. The audience was like, great. We've seen the hams. Now we need the mustache. Just to complete the whole packet scene where he got into the shower with his sexy D a girlfriend, and there they were half friends his hands. If you're a woman, though, you're waiting all these years to see like naked dudes on TV. Are you disappointed? Ron? Since the genius about Franz was their guy, they're like, Yeah, we'll give your friends naked, satisfy all the ladies anyway, Slater's the hero. Vossler is the hero and giants going to Dodger Stadium with a head of steam. We'll see what happens and talk about it. With Bill shake of the L A times. Next on candy are one of 45 and 6 80 the sports Fully. Let me have some wine. Holly, go on thesis. He's Murph in Mac, Hear it on the tune in at through your smartphone..
What's On Your Mind - Encore
Derek Chauvin's Murder Trial Heads to Jury Deliberations
"The murder case against former Minneapolis police officer Direct showman in the death of George Floyd has now gone to the jury and Ed Donahue has this report. In closing statements, Defense attorney Eric Nelson said It wasn't a lack of oxygen that killed Floyd Drug ingestion. Huh? A bad heart. Diseased heart. Hypertension. Prosecutor Steve Slater told the jury showman had to have known what he was doing to Floyd. He heard him but he just didn't listen. Continued to push him down. Slater also pointed out it's all on video that force for nine minutes and 29 seconds that killed George Ploy. He betrayed the badge tape from court TV show Bin showed little expression. He took off his mask as his attorney, presented his closing statement.
Beer Guys Radio Craft Beer Podcast
"slater" Discussed on Beer Guys Radio Craft Beer Podcast
"Follow the beer guys on facebook twitter and instagram scientist now. Back to the beer guy's radio show welcome back your initial a want to give a quick shut up to our newest radio. Affiliate news talk eight fifty seven five seventy. Am and ganja guam guam. Tim island the island of threat very far away. International guys international. Catch beer guy's radio on news. Talk k fifty. Seven every saturday at ten pm and sunday at seven pm time tomorrow. Standard time tomorrow standard. Time there you go now. Let's get back to back pedal brewing. Kyle jason thanks again for joining us guys. We just got into your battle of dunnigan scottish out now. I got a question. We're going to dive deep into geese. Talk here but is this. Brewed was the vikings as well. Because i think we've found out on your instagram that maybe there's a little break from that yeast but for the most part that's what you brew with correct. Yeah we brew. Almost exclusively with the vikings in the battle bumpkin is definitely one of that. We continue using that on. Okay okay what made you decide to go that route. So when i was building this burri out i pretty much funded for my savings account. My retirement fund and a couple of small friends and family the family investors when it came down to equipment purchases. I didn't have the money. For jackson for mentors or even stainless steel fermenters at this point so adequate creative et cetera. Searching around as as i was making test batches in discovered that device love the dino other people were already using it here and there. But i started using s batches when i started waking up with jason gave 'em a big pitch of it and i said hey do something with this. Let me know what you think. Let's say the beers that was pretty much. The interview take Make your your interview make beer to make. Okay so is it the temperature control aspect of it. It is okay that makes sense. That's one thing we've talked about. And jason talking about cezanne's before we had temperature control on our homebrew. That was one of the things we liked about. Bruin knows you know you can run those temperatures up sure and or just do it at room temperature. Whatever you're still going to get a really nice spare out absolutely hope we can get better once kicked up a gas to that one is nothing. I'm trying out down. So blend of sei's australian in fished off with them a blend of so as far as i know. No one else is okay. That's not intentionally probably have who knows who knows. Now i know you talk kyle about funding for the brewery and we saw something. I know you had a kickstarter and unfortunately that didn't meet funding but that's not that uncommon anymore. It's a lot harder funding brewery these days. If you've done it five. Six seven years ago. They found almost instantly right. But one thing. Brian picked up. You said something about getting sharks at the brewery so what prompted that in. Have you figured it out. Do you have sharks back paddle We don't have yet. yes yes Lee county is home to what they call a georgia's freshwater coats and clarksdale lake We got towards the kickstarter campaign. And and then we're really reaching and figuring it throughout some stop and see what we catch unfortunately it was not invested. That's too bad. That's too bad i would if i'd seen it man. I the body in for the sharks will know there are freshwater sharks bull sharks or something. That can swim up into fresh water. Do you have any sharks. And that lake. Have a landlocked interesting species of sharks or not that i know of every now and then you get somebody that will post a gag. Reel on some of the fishing pages. But i don't think there's anything in the late stock weiss. I know a lot of like bull sharks. I think parana have made it a good ways up the mississippi like you'll hear him talk about. Hey we found a piranha in memphis parana. Yeah you mean barracuda. No i mean piranha meeting and it may be something someone dumping them or something like that. Okay you know. i'm not necessarily that. They're i don't think swimming from you. Know the amazon to memphis tennessee. Them right. that's right up there for some some of that barbecue memphis as a great festival. Maybe they're coming up for that. Deep fry piranha baby. Yeah get what you can there. You know we talked in the first thing we talked with. Brian orlando about his beer to support suicide prevention and mental health awareness. and kyle. you're brewery is very involved in the community and supporting causes air. You have a campaign you call beer for good your charity program. Can you tell us about that. Sure siberia the hashtag beer for good program from a good buddy steve. Low he runs. Southbound brew up in south bend indiana. When i was up there going to culinary school opened up this was again. It's a good way to give back to the community. I went up and talk to him on a family trip back to south bend that hey i really wanna take this back to georgia with me. Can i use it. He said by all means. We don't own it i do. You wanna do modify it. That's what we've got. We tried to sponsor three nonprofits. Every quarter focusing on a couple of veteran nonprofits and then something local twenty five percents from everywhere that we sell here. It goes straight barbier for the program so last quarter. We're able to cut three checks this quarter just ending now. Woolcott free more tax. That's pretty impressive. Considering your brewery you're not one of the big guys that is you know bringing in tons and tons of foot traffic right. We're not i mean. People really have to be traveling out here to come back by the or coming to layton and stumbled on us on google maps from which we get more than our fair share of but at the end of the day you know like you said breeze. Almost no matter where they are held community. And i didn't wanna come into this even as a nano without you're carrying that on it so it's almost a brewery tradition. Shirk we talk with dan. Cleveland at main beer company in. He's in the. I think it's called. I'm going to mess up one percent for good or one percent for the planet the avalanche. But he talked about you know. Start where you can with it. You know if you say we're going to have one percent and you're burri brings in one thousand dollars a year. You give your one percent but when you're bringing in a million dollars a year that really amplifies their seriously. You don't have to sam gonna give you know x. Dollars giving away twenty five percent if you commit to that one percent as you grow what you're able to give gross. Yeah and as we saw more beer. More money's gonna go to the program right around christmas time. We did a promo where brought brand new shirt socks underwear that sort of thing we repent and all those clothes went to a veteran's nonprofit out of making to help folks who really needed a specially their holiday season. That's awesome. yeah good stuff you know. I've been meaning to ask the name of the spear you mentioned briefly that it's brewed with mike east. What's the battle of dunnigan. And what's behind that every now. And then jason leaves the name of a beer and i get the privilege of naming by cloud macleod clan in scotland is from the isle of skye and the castle. Don begin is the longest inhabited castle. And most i think all of scotland don't quote me on wicky on me but so when we did a scottish shale and he left the name of it i said well. Let's come up with something. We have a plan up our sleeve for the next variation of that. We may or may not have a couple of freshly dumped bourbon barrels. It gets a scotch al. Oh nice film up man. I should have google. I think there's a a rabbit hole. I could really run down with that. That's.
Beer Guys Radio Craft Beer Podcast
"slater" Discussed on Beer Guys Radio Craft Beer Podcast
"Through a couple of veterans groups. I got into fishing kayaking around the area and met up with an owner of a kayak shop that abortion. Just closed up your the kobe. But you know. We formed this community of veteran mostly kayakers and the area fire unofficial motto is. Just keep paddling. The second time. I went out kayaking with these guys. We went down to savannah. River down the rapids. I was freaked out all day long. They said it'd be fine. Just keep paddling. you'll be alright keypad. Chief paddle paddling keep back paddling. Just paddling just keep paddler paddling. Whatever direction. Brian either way when i lived in arkansas as a younger fella. There's not a lot in arkansas. I'm not a big fan of the state if i must admit so sardar consol listeners. Overstate people but we did have a lot of streams and rivers there to go tubing or canoeing on. And we'd go and i remember. Gosh i may have been sixteen at the time. We went on a kayak trip. And it was me and my dad or canoe trip and We overturned we overturned in the paddle was floating away. So i grabbed the paddle and i went to pull it. We were kind of in a light rapid and pull the paddle underwater. And i kept pulling and it popped out of the water and baseball swing. Hit my dad's square in the head. He was angry. But i didn't intend to. So that's my kayaking slash canoeing down the river. I kept paddling right into my fifty paddling. Right yes right. So my question is how do you get around the fact that kayaks have a shortage of cup holders. That's the biggest thing that keeps me from trying kayaking. As i got no place to put my beer of the modern ones have a couple or do they really especially the fishing one. If you don't have the cupholder there's usually a pot in the front you can throw a couple of prowlers probably not crawlers. You guys but a couple of bombers or something bryant short term memory like two weeks ago we went and cabela's and they had a pretty trick dot kayak there had the cup holders and stuff on it and he'd forgotten about that. I did and also i saw an opportunity for a bad jokes. Okay see how bad the joke was. Do track over the ago. We don't so what was what's the paddle of come from in the name. So the kayaking. What's backpedaling it's just going in reverse. Or what i just sometimes when you go down the rapids how yup yup the background after four paddle or whatever it really takes to get through those rapids. Okay just do it up just adjusting to the times tim. You just gotta just absolutely well. You're listening to the beer radio show. We need to take another break when we come back. We'll find out if.
Beer Guys Radio Craft Beer Podcast
"slater" Discussed on Beer Guys Radio Craft Beer Podcast
"Follow. The beer guys on facebook. Twitter and instagram escalated quickly. I mean that really got out of hand now. Back to the guy's radio show. Welcome back vera guys. Remember all episodes are available on demand so if you missed the broadcast get the podcast beer. Guess radio is available on all popular and unpopular podcasting apps. Now let's get back to back paddle brewing back. Bruin com cloud owner and founder correct. Sir that is correct. And i think you're the former chief bottlewasher cook floor sweeper. All of that right. Yeah if it involves cleaning or cooking or catching up beers on probably getting it done. You're in you're in now backpedal. Bruin is in lincoln georgia which is a pretty small town. It is i think the entire lincoln county is right around. Five thousand people okay. There's that many my subdivision yes. Yeah now also kyle. We talked about. You're not from lincoln and being a town that small. You don't see a lot of people that transplant to very very small towns like that. How did you end up in lincoln. So i was living in the next county over. I work at a local army base for by day job. And the next county over still won't allow to happen so okay through my catering company i add on the side at the time might be farmer said while wound to try lincoln county. I didn't expect much. But when i called local chairman of the commission he said When can get here and help you so that was pretty positive. It's interesting that we still see these days that there are counties municipalities still. Don't want breweries even the county as large as columbia county where we were at. I mean they have your hundreds of thousands of people there and they still don't allow interesting. That's i know it happens all over the country but we do face it more here in the south you know were here in the bible belt and there are some religious oppositions to alcohol in especially when you get in the rural areas. We're fairly lucky here in metro atlanta. Because it is pretty liberal not as much but you know you get into the rural south. There is a lot of baptists. it's evil. Is the devils juice fry as soon as we got sunday sales. I forgot about all the hardships of living under the kind of zapped authoritarianism. I've just like. Oh everything's i forget. It's this places out there were Yeah they're going to control what you're drinking and when you're when you're buying so and we still get locals that come in here and say you know five or ten years ago. Lincoln county was dry. So yeah fact. Rury now is is is huge. There's been a lot of education. Say the last decade or so about what burris are all about you know and the fact that it's community. There's so much more to it anytime you have alcohol. You're going to have people that abuse it short but for the most part in we'll talk about your community involvement as we get into this more kyle but for the most part breweries really do a lot to lift up a community. You know rather than cause problems they do out here. It's it's really cool because the army basis is expanding the lot. More young tech savvy folks who are coming out here and as the next county over fills up their sprawling out here so we're getting a lot more that every weekend. We probably have a couple dozen folks who are pop remember brewery. Tell us looking for land to build a house all the way out here. Okay net and kyle you mentioned military you've mentioned catering making beer. You got your hands on all kinds of stuff. Yeah those things when. I got a service when i had idle time on my hands. It just wasn't a good thing so the busier. I stayed happy. I seem to stay ahead. Then what got you started in brewing. I started home brewing. Actually i think i was sixteen or seventeen turns out that they do not card. Values did in that car do for hops and barley for the ingredients true. Yeah technically non alcoholic. So i made a lot of bad beer and my dad's barn in south western michigan joined the service brewed off and on the tour of the world and try what good beer was and then finally come and try to replicate those. So i'm curious at the brewery from week to week or day to day. What did you spend more time doing brewing cooking. I spend more time brewing. That was part of why we brought jason or jason wasn't employee at a local battle shop and homebrew supply shop. I was having some health issues. And between my wife and my cardiologists and myself they said. I had to give something up turn out. I found a brewer before we found a chef looks so jason. That answers the question i was gonna say. How'd you get connected up with him. But is this your first foray into professional brewing to professional brewing at for about three years. Okay and But about ten years in the business sold them beer local package shop. Two different look shops in the augusta metro area. What kind of. Breyer were you at you. Win the bruins back in the the homebrew in days home brewing. Every other batch i put together was a a cezanne my favorites out of cezanne off which clarkson in and around nine to eleven percent range so first couple batches were pretty beefy. Oh you're dupont imperial. They're right about the great thing about homebrew as you can turn the dial just a little bit. That's right a few weeks ago. We did this. Cezanne show here where we talked about our love for saisons and you know we actually had a blackberry farms classics as on that we drag before we got on the air here. We're we're big cezanne fans as well. We are indeed new. Your good people. And i'm here. I'm here in more more chatter about them recently. I'm seeing more online. I forget what the term is. but it's like Like let's say you don't notice it. Everybody drives a chevrolet caprice. And then you get a chevy caprice noticed some everywhere. So i don't know if it was always there and i did notice it but i feel like it's picking up again. There's a term for that. There's a name for that. I don't remember what yes. But i see that with cezanne's i've seen that a lot with smoke beers and we did a beer show to now jason. We didn't have a cezanne in the mix here no the way of got. Gotta seize on At this okay. So it is happening. Cezanne is happening on saturday. Okay good stuff man. Absolutely we noticed. The name backpedal brewing. Seems like there's got to be a story. There were the name come from. Yes so when i moved down here to georgia we had pretty much packed. Everything up. I quit culinary. School had an offer to come down here the military base where we got down here. I had no friends. No contact.
Beer Guys Radio Craft Beer Podcast
"slater" Discussed on Beer Guys Radio Craft Beer Podcast
"Studios in marietta georgia this week. We're talking with back. Paddle brewing company will also talk with. Dj brian orlando about a collaboration beer with important mission. I'm tim denison with me. As always is by good friend and co host brian. Hewitt hey tim so as you said joining us today we have kyle macleod the owner of backpedal and also jason slater the whole head brewer for backpedal. We're gonna talk about the beers brewed with feick yeasts and brewing unannounced scale. And we're going to get into the never alone. Collab- between dj. Brian orlando in nineteen forties brewery. So guys thanks for joining us. Absolutely so kyle. We just opened up your old fashioned superstition. Can you give us a a quick rundown on this beer. Sure that's a lager style. Beer brewed that with ludacris. Strain of Vicarious so it comes a lot cleaner than some others giving us that kind of fake lager tastes and color. The pseudo lager right okay. Good deal well guys. We'll get back with you and just a second. We're going to now join bryner land or brian is gonna join us. And we're gonna talk about a really important beer that he did with nineteen forties brewing company. collaboration beer and Brian how're you doing today. Thank you so much. I appreciate this a lot absolutely absolutely when you when you reached out to. I'm like you know what this is a good mission. It's nice to see people doing things you know to raise awareness for certain causes so you collaborate with nineteen forties brewery. The beer is called never alone and it's got a really important message. Can you tell us about that. Yeah it's a beer for suicide prevention and mental health awareness. The is actually in michigan I'm reading this off. The it's a double drive past new england. India pale ell notes of lime. I don't know much about beer. I just worked with suicide. Prevention charities the nineteen forties brewery came to me and said lead. You do something. 'cause we shot a music video four suicide prevention at that re two years ago. Okay now. that's the music video. I thought the video was in conjunction with the beer. But this is something separate and then you came in and did the beer behind the correct. Yes music video with a very good friend of mine Unfortunately she had lost her battle with depression about a year later. So we shelled. The project started here with the pandemic We decided to release the video. It did well. And then the nineteen forties burry said. Let's take it further so they brew this beer. We could a qr code on the can. If you're drinking just you know just having a relaxing not feeling well. You could scan the can and watch musical inspirational music video. So where can people get to the never alone beer as of right now on long island and the five boroughs in york. But we're working on getting that you're out to everyone sharing a recipe ideas from the nineteen forties bird very cold very now the music video. That's got some some of the acts that did that video or are want some of us older folks may know a little bit about. I called in some favors. It tobin from candlebox. Vinnie from sponge and brendan from huitus. The drummer is actually the tarring drama of one direction. Who is a friend brandon's and they all did this free of charge for me as a favor for the initiative verts cool. Yeah that's i saw huitus in atlanta back around two thousand and two thousand one. So that's that's the only one i've seen actually there. I don't think i've seen any of actually. But i'm familiar with most. I think all of them actually yeah. That's very cool. Those day have been a part of my career. Since i started fifteen years ago They also helped me lost. His mission called the chew song. Challenge the challenges on the. Can we just ask people to post a thirty to sixty second inspirational video of you talking about a song that lifted you add a funk with the hashtag choose song and the idea is maybe someday. Somebody's looking for some inspiration. Here is your favorite song and it could help them. Unless i know how that is because i their songs that definitely lift me up. Give me off. Put you in a certain state of mind. Since you're you know sometimes you're in that funk just turn on a you know turn on a good song. I had a friend that had kids and they love that song with a the. Spongebob festa ever. Since he's a girl on a dog but that was his feel good song you know it got him pumped up whatever works for you. Absolutely make it work. I can definitely vouch for the fact that music is makes a huge impacted. During my working day. I play the entire day. And when it's not playing i'm not as productive. I just know that for has been. Yeah i think it's i think it's a very important very powerful thing so it's a really great idea. It's right is us ryan. This is a great. 'cause we appreciate you join us. Tell us a little bit about the beer. I'm actually going to reach out to you Outside of the show. Get some more info and links from you and folks. We'll put information links and stuff in the show notes for this so you can check it out and get more info on this beer or if you're feeling down somewhere to go to lift up there. Yeah brian thank you so much. Join us we really appreciate it. Gentlemen thank you. I had a good time talking to you. Absolutely have a good one. Good 'cause brian causey. It's good to see beer working in the community. There's so many things it's done to raise awareness. Diversity inclusion mental health. You know people grab a beer. If you're sitting there having a beer you know scan the code check. I mean beer is all about being social is being with other people and You know it's being positive. It's i think for the most part you know you pay for for the wrong reasons. But i we drink for the right reasons we do. We do the good ones. Yeah where something could. what's tim. I think we should get into the beers of the week. Now it's time for our beer's of the week brought to you by the net graph here and barbecue and downtown kennesaw georgia. The next kennesaw dot com. Well brian as always we have a fantastic list of beers to get into. We never have a shortage of beer. Whenever so. that's a good thing We've got a good selection here from back paddle brewing. We have their Battle of dunnigan scottish l. We have a cat line in the sun. Triple triple triple triple belgian style. There couldn't see the ground imperial stout sheets of canvas black as i mentioned the old fashioned lager. There's an ip here. That i just i. I barely feel comfortable saying the name because but it means something different but Wapp ipa talk about that more so intriguing controversial. That's a controversial term these days. It's we'll we'll definitely talk about some brian. Can you tell us what's happening in the news. What's in the news. The beer guys have the scoop time for headlines. Well the big news of the week appears to be the brewers association list of the top fifty burris for twenty twenty and it's based by volumes of numbers and so really quick. I'll just give you the top ten at ten we've got to shoots burry nine is Stone eight artisanal brewing ventures mass art one to save seven bells sixes. Can arche five is gambrinus ripped bridgeport four is duval mortgages Three sierra nevada to is boston beer company and surprise at number one is yang ling. I honestly didn't realize how big gangling was a long time. Because years ago my friends used to talk about going back to pennsylvania to get the beer. So i kind of thought jangling was.
Blogging the Boys
Dallas Cowboys Reach Multi-Year Deal With Star Quarterback Dak Prescott
"Salary cabin number for two thousand and twenty one is going to be twenty two point two million dollars all right now. Head dak prescott. In franchise tag again this will happen in a procedural sense but had to cow tried to go at this with dak prescott on the franchise tag for the two thousand and twenty one season. We've talked about this a number of times. That value would have been thirty. Seven point seven million dollars so the fact that the cow is now have him onto the books. We're talking about the value that is on the books in the books. However you want to look at the books whether they're e books or physical books whatever the case may be that value is now twenty two point two million dollars now. I know that we have all said some things about the dallas cowboys but they are not complete dummies. They surely budgeted for the franchise tag value. Because let's be honest. They came about twenty four hours. We think you know. Close to having the actually placed the franchise tag and maybe carried out with that prescott. So the cowboys have room for the franchise tag at the very least so you look at that quake matt that adam schefter was kind enough to do for you. That is fifteen point. Five million dollars that the dallas cowboys suddenly have because they've got this long term deal with that prescott. This is something that we've been saying for two years now. If you do this you can. You can kick this down the road. You can prorate it you can extended you can whatever term you want to put on it. You can spread the impact of the deal out of the signing bonus of the overall guaranteed money out over the lives of the contract so it doesn't hit you all at once. That's the one killer about the franchise tag is that it is fully and completely guaranteed in franchise tag is a one year deal so the value of it last year and dak prescott was on the tag for thirty one point. Four million dollars. The two thousand twenty dallas cowboys had to absorb that value all at once and they would have had to have done it again. Here in two thousand and twenty one but because they have adjusted that they now have fifteen and a half million dollars that they were seemingly budgeting for dak prescott that now they can apply to different areas. Maybe it is a safety. Maybe it's a defensive end. Maybe it's a defensive tackle. Maybe it's you know an offensive tackle. But they want swing tackled death whatever the case may be. We know that the cowboys obviously hold the tenth overall. Pick in the draft. They could go a number of different directions there. They wanna cornerback kayla farther patrick's retain do wanna take one of the tackles and rashawn slater as all this is. This is setting up and this is an important thing. I want you to hear me here and watch me here. You cannot waste this money. If dallas cowboys the whole point and getting this done with thac prescott besides obviously establishing having the best player on your team for the foreseeable future the point in doing this is to alleviate the salary cap space now. And i don't like the term when now if you watch us often you know that but you look state of the nfc east. It is by sudha. I mean the philadelphia. Eagles are a disaster. The new york giants doping daniel jones is legitimate. The washington football team has a great team but is void of the most important position of the game and a quarterback. Maybe they'd get somebody this cycle as we all expect quarterbacks to change teams at a higher rate than usual but the case in point is at the dallas cowboys are now. We're going to see this all day on tuesday by the way and we'll talk about it of course but they're going to be overwhelming favorites to win the nfc streit and you think about the conference that they plan is really a contender in the nfc. And i mean that with all due respect to the reigning champion tampa bay buccaneers. But you've got the bucks you've got the green bay packers and then who scares you. May maybe the rams you believe in matthew stafford but the point is thinking about the afc. I mean the. Afc has the bills and the ravens and the chiefs and the titans and the steelers and the browns. I mean you could go. A number of different ways. Did the colts have carson. Wentz ends up getting his act together and so the cowboys play in the weakest division in the weaker conference and so now they have this opportunity to really kind of take their future in the here and now they have fifteen and a half million dollars that they weren't necessarily planning on having use it and if they don't use it it is all for not so i mean we are all imploring the dallas cowboys to ultimately use this salary cap space. This is a very very very luxurious gift. That they now have been afforded that they didn't previously have so shattered of course to the dallas cowboys. Let's see here let's move. I'm i wanna talk of course about the bonus the dak prescott because well. It's stupid large. I mean it's amazing. Dak prescott has now the largest signing bonus in the nfl. You look at joe flacco. Once upon a time. Got forty million. Dollars matt ryan forty six and a half. Remember if you're on the fence about this value. We've talked about this before as well. Matt ryan became the first quarterback in nfl history to average over. He had thirty but to average at least thirty million dollars per year with his new contract that he signed with the atlanta falcons in two thousand and eighteen. That was three years ago. Dak prescott signed a four six year. Deal whatever you wanna call it. That was three years ago. They matt ryan signed that he was the first quarterback to hit the thirty million dollars a year. Mark prescott just hit forty but the reality and we've been saying this forever is that there are so many deals coming around the bend. Josh allens gotta get paid. Lamar jackson's gotta get paid. Baker mayfield's got to get paid extra calories. He's going to get paid the year after that. It's going to be time for joe burrow to finally get paid and when all of those players get paid this forty million dollars a year. Mark the dak prescott got this one hundred twenty six million dollar. Total guaranteed is sixty six million dollar signing bonus all these things that are currently the top of the nfl. The most in nfl history. That's the verbiage in determining that you're hearing associated with this and it's all literally true but it's all going to get pushed down because all of these players on this list. Joe flacco matt ryan matthew stafford at fifty million signing bonus. Aaron rodgers fifty. Seven and a half russell wilson not going to be a dallas cowboy now by the way sixty five million dollars. Dak prescott topped that all of these quarterbacks in all likelihood we'll top that that's the reality of the nfl things are always moving in one direction. It is up
WBZ Afternoon News
Boston nurse among health workers headed to Super Bowl on Patriots plane
"Path Path won't won't be be playing playing the the Super Super Bowl, Bowl, but but their their plane plane is is down down and and kick kick Tampa Tampa being being put put to to very very good good use use WBC's WBC's match match Shearer reports for the past year colorist Drapeau has been working tirelessly as a nurse at Mass General Hospital, but now she gets a much deserved break. What and are not to be invited with all these healthcare superheroes. Represent them. At the Super Bowl. 76 Frontline doctors and nurses got to fly like champions in the Patriots team plane. They even got to meet nine time pro bowler Matthew Slater. What you people represent is the best of us plain looked a bit different than when Matthew last got to ride in it. There's a new decal on the side that says, Get vaccinated a message. That means a lot to Paula. As Jennifer Lopez saying Good, Good love. I say Google fascinated everybody at Logan Airport Match your WBZ. Boston's news news radio. radio.
Sci-Fi Talk Scribes
"slater" Discussed on Sci-Fi Talk Scribes
"Part of the series. Yeah i i can't say enough about how good he is so wonderful to work with in your eyes had any capture mattie maximum. Theo ruwais way. Being i have been working with in person. Though i described the hair that each at a crazy head of hair in different ways the father does too and we looked at some various styles. Sentencing off her. Sort of cartoons. Dial back with just Like i said some of my house great. I mean it's It it adds so when you right now are those the the images you see of them when you write them. I guess i haven't thought about it. I mean because we'll all the books were done. Yeah where he got okay. But when i when i read the books that reading i have a clear picture of his vision so now this series is done. Is there anything else you're planning next month of the launch at my first book of nonfiction cup. Twenty five education. We're heading wrong and how to fix them while not the main titles. We're doing it wrong. That's little exciting. Because i have not seen in the nonfiction for otherwise i do. Have you have another zero chapter book series. I and and i'm gonna kind of control myself in my the whole multi series there. Must it finds a home. The super duper oh cool. It was about a family with really useless in terrible superpowers kind of feel inferior like for example The father through visible the only who when he screening. Oh that's funny. I liked that already. That's cranky. I really wanna appreciate. I appreciate your time. And it's been fun talking to you and mysterious monsters. It looks like a great series if the if the first two books are any indication of mysterious monsters alien and area fifty one. So that's that's a that's sounds like a lot of fun. Very i tell you how much i appreciate your interest. Oh no problem at all all right. Great chutney david. You take care you to look for all the mysterious monsters books at amazon as we chatted about. Thanks for joining me as always. I'm tony to you..
Sci-Fi Talk Scribes
"slater" Discussed on Sci-Fi Talk Scribes
"Who are what that actual whether or not there isn't actually there on how that plays out. Even though these books are short there are. there's some genuine. I think if i may say twists through that the even older reader wouldn't necessarily see coming. Who when you write this. What's the process like. Do you hotline first and then kind of dive into the story and maybe take detours now. And then i am not an outlander water. I i think that would be nice. But i just can't do it. So i generally sort of have this circular out says. I have an idea that could have to get started. And i was just right till i hit the and not just go back and serve reviving from the very beginning and after all these years i i know that i'll i'm not revisited on for just a little bit before i hit a wall again to go back to the start and i just repeat that enough times. I find that. I didn't come in total. How many books are there going to be there. six in. we're calling it I don't know if i've been determined not that. We're calling today circular series. So it's a little unusual is probably not advisable for an author to write a whole series before the their success enough to justify publishing him. Oh sure this is. Actually the second time i've found that i did it with the series for young adults comfort books. 'cause for me i there's just such a the image to that those series come full circle at the end to see how all the stories together like a puzzle. So that's that's what excites me about series. And you really didn't thoroughly if you don't know where you're going like once. A book is published for example. A phone was published. You're stuck with what happens. If the one that he write off six seconds happens. I can come back to their early books and provide them until off six bucks week. One march story. Oh yeah that's certainly an advantage you know. That's for sure that's really cool..
San Diego's Morning News with Ted and LaDona
Stocks jump as GameStop craters
"News about your money was Sully brought to you by bay Alarm, Putting the pro in protection hater selling God, Ted stocks poised to extend gains Yeah, I was gonna say guys, but with eyes on vacation, and that's good. We're extending gains for the second day of trading. So 100% of the days in February now have positive days. Uh, for first talks. Investors are encouraged by the news and the pace of the vaccines in the U. S. The prospect of more fiscal aid from Congress, we gotta decline in the frenzy. Of Reddit Gamestop am seeing such and also a big Slater earnings reports in focus. We saw good earnings from Fizer and Exxon Mobil before the bell. Today, we're gonna see some mega cap stocks like Amazon and Google parent company Alphabet Reporting after the close, it's a big day for earnings with the latest Q four numbers from alphabet in Amazon. After the close, all 30 stocks in the Dow are up led by Chevron and UnitedHealthcare, and we're having a smoking day on the Tao up 575 points. That's 2%. That's on the Dow boy. I sure hope you guys on the exchange traded fund DEA or what they call the diamond. That's a basket of Dow stocks. That trades is one exchange traded funds, so it's actually really cool. I don't own it, but I wish I had Dow Jones up 576 30,078. There's S and P up. 62. That's 1.6% at 38 36. NASDAQ Up 1.5% another Great day on NASDAQ. On 87 there and 13 5 91 on I'll tell you what gold sinking badly today down almost 1.5% dropping 24 bucks announced down to 18 39, so fingers crossed it does come out of these traders are gonna come out. Okay, coming up
Debate Amongst Friends With Doc & Prof
"slater" Discussed on Debate Amongst Friends With Doc & Prof
"Need to calm that. Say like with me because there's no other explanation though he doesn't need to d- do a lot if he could roll for. At least one hundred fifty yards and three no picks. The defense will have his back true. That's all they have to do that. The same slew of the bear win time possession. They're going to win this game. And i could see that happening. Tremendous stand while he would say that i don't like it. It pains me to say this day. Could actually beat the saints I told me an interesting game. I to say the least. They're all going to be interesting. But that that's becky is looking forward to watch it. I think you're right. It's gonna be exciting weekend football. I hope i'm i believe i'm going to be home to watch all of the game. So there's going to be exciting but we had a lot of ridiculousness happening. Let's let's talk about this lead up to the number four. nfc east tidal being decided. Apparently there was real life sandbagging. Yes real. I noticed that. I quickly text you like. This is sandbagging happening bro. At its finest at its finest in fact doc. Make sure you put in this spot right here. The brock listener heat slater thing. That's exactly what the watch the football i don't care about your playoff beco- bid to the giants care. Some asinine reason. Giants fans really.
The TWIML AI Podcast
Model-Based Offline Reinforcement Learning with Aravind Rajeswaran
"All right. everyone. I am on the line with arvin. Roger swaran arvind is a phd student in machine learning and robotics at the university of washington. Arvin welcome to the tuomo podcasts. Thanks famine federal pleasure. I'm really looking forward to our conversation. Motto based offline reinforcement learning is the topic of research papers called morrell motto based off. Find me enforcement learning. That topic has come up quite a bit over the past year or so It's getting quite popular. And i'm really looking forward to digging into your take but before we do. Tell us about your journey and how you came to work in our l. and robotics chip pretty interesting question my undergraduate background. Actually in something completely different. I was mostly doing big statistic and lucrative like chemical engineering as my formal degrees and i took a machine learning class by professor of in back in india and that kind of transformed my perspective on things that essentially had matt very similar to what is used in statistical it so i was able to pick up on it pretty quickly by the obligations. Seemed like really really cool. So i wanted to maybe fever debate and focus more on machine learning. And so that's how i moved into the bronx field of ai and when it started out i had more of a theoretical inclination ben. I started working with my adviser. Professor shawn kakabadze. Who's like an expert in machine learning theory on be discussing like what might be interesting projects topics to work on or we felt was start matz. If the research decide in machine learning deep learning was largely explanative nature so deep learning was already working really well and the gresh any hard. We understand explain. Why deep learning working enforcement learning. What was interesting is that we actually didn't have very good algorithms things. Were actually not working that ball. And there was a very interesting scope to have like an interplay between teary analogous from both develop new algorithms to break very well and also tried to explain why it is working than gain a more fundamental understanding and that sort of been might be at the joining us electric to show board they. Competitively goodra sauce ended the same time having a theoretical bench to my work. Nice nice and as the large focus of your work been on model base are l. in particular or have you explored a wide variety of topics within the space. I see interesting in model based in fort learning relatively recently the i'm i think about my research at least in the last couple of years has been the central question of. How do we make a. How do we create agents that can solve a diverse set of tasks with a modest amount of expedience but each individual dos and this is of course a very broad question that the number of different fields including multi task learning micro. Learning offline learning. And so on that constitutes space of problems that have been thinking about what you think is really cool approach algorithm to make progress on these domains model based startled so i view model based on. That's providing the mic toolkit to make progress on questions related to multitask turning meta learning offline. Learning got got so maybe the best way to go through this is to start from the beginning And have you kind of explain the. I'm curious the way you explain. Model based rl. And if it's you know the extent to which it'll be different from other explanations we've heard here on the show so let's start there. Yes so. I guess maybe i could try to merge some of from model based on offline learning on. What got me working on this project. I'm hopefully doing that. There may be an explanation for what is model based donal on. If you think about firmament a moment blake questions and computer vision are be the questions. There tend to be much more ambitious and interesting than in traditional reinforcement. Learning for example. The questions to be still asking learning are how can we solve a particular tastic pickup. A particular object with the robot solve a particular game with. Ask me more samples as possible. This is very different. From how people phrase digressions and computer vision for example offs kennedy chanukah detector with ten samples can attain got victor with twenty points. That's just not an interesting question. The questions are the how can i identify. What is the object. An image of thousand categories much more broader in scope and much more ambitious daily. Use a lot of will get to make that happen. Mine goal was to try to emulate that in reinforcement joining us. Now if he start thinking about how can an agent which flows in a very complex A kitchen for example. There are so many things that it can do the cabinets they clean bans the setup dishes and so on the dishwasher on the speed of things that the robot can do so much more diverse than what that means is we need to be able to use the data to extract as much information about the world as possible and i believe models are the we accomplish doctor just given a particular state of the wall some either league and explicit stately things that particular joined configurations of the robot throughout the different objects in the armour richard descriptions such as images and video slater scans of assets points to any potential action that the robot can take how would the world evolving change on if you are able to learn such a model it modern sculptures many of the details that want about the world on on the basis of what we learn. We can then downstream from finding and reasoning in order to accomplish necas of interest. So in my mind to go back to your question what is a model. I believe it is. How would the world respond to any changes be made potentially making the former factions
WBZ Afternoon News
Three Patriots selected to the Pro Bowl
"The Patriots were selected to the Pro Bowl stuff on Gilmore, Matthew Slater and Jake Bailey. Not on that list. Cornerback JC Jackson, who is second in the NFL with eight interceptions. Just one behind the league leader. Jackson not being voted in has some other players around the league, voicing their frustration on Twitter like Philadelphia Eagles corner, Darius Slay, who was a three time pro bowler himself. He made Jacoby Meyers tweeting in part eight picks and didn't make the Pro Bowl. Wow. Bill Belichick, meanwhile, says that Jackson is a very talented player that keeps on getting better, very double locate the ball when he turns around, and I'm gonna fax the ball and turns around confined in located. He's got very, very good skills in that area that he's done A good job of, you know, improving, you know, every year on I think he's still got a lot of good football problem and the
Hammer and Nigel
Original Third Eye Blind Bassist Jason Slater Dead at 49
"And one of the original members of the rock band. Third Eye Blind has died. That's on there is never let you go. Jason Slater, who was the basis for the band died at the age 49 from liver failure. Slater was a part of third eye blind in the early days before he worked with other bands. Third eye Blind is sold around 12 Million records
Blogging the Boys
Dallas Cowboys make handful of roster moves, activate Brown from IR
"Tyron Smith is now gone for the year it was announced on Friday two days ago Mike. McCarthy confirmed the report from NFL networks. Mike Fellow and Jane Slater Day before Mike McCarthy confirmed the tarrant Smith will undergo season ending surgery next week the cowboys are hopeful that he'll be back in two thousand and twenty one the Dallas cowboys already down there other offensive tackle in Lyle Collins Who Unlike Tyran Smith did not play a down this season. Also, it's worth mentioning that Travis Frederick. Retired shortly after Mike McCarthy took over as head coach his replacement if you want to call them that in Joe Looney. A sprained MC l. he is scheduled or slated I should say to miss the next two to three weeks just depends how that's going to go tyler beyond the cowboys fourth round rookie out of Wisconsin. Same place they got Travis. Frederick. Of course, seemingly is a much more stable option than anybody that's going to replace tarrant Smith or Lyle Collins but I bring all of this up to say that when my McCarthy. Signed his contract to be the head coach of the Dallas cowboys he did. So with likely knowledge that at the very least tired smitten, Lyle Collins would be playing for his football team and quite possibly unless you knew at the time that Travis Frederick was going to retire the Travis. Frederick. would be playing as well. So he's now down sixty percent of the offensive line he thought that he. Would have their many defensive players that are out Joe McCoy. One of the teams biggest off season signings is gone because he got hurt on the first day of practice and so this this team and where they are a month into the season is very different than the one Mike McCarthy sat down implant. That's all I'm saying it is definitely true that you have to adjust in the NFL. That's life things happen injuries happen with stuff happens that sports that's life like I said and so Mike McCarthy ultimately has to be held responsible for that because he's the head coach that's the hat that he wears, but it is worth saying and that's why I said now let's talk about some of these injuries and some of the roster moves the Dallas cowboys made ahead of this game on. Saturday day before this that you and I are talking day before game. Day the. Dallas. Cowboys made a handful of roster adjustments. It had been rumored all week long that Anthony. Browne would be returning from injured reserve and remember that injured reserve operates differently due to cove nineteen protocols and now nfl players only have to be on injured reserve for three weeks before they are eligible to return Anthony Brown. Is Eligible to return. It was speculated all week long that he would rejoin the cowboys they are in massive need of help in their secondary. So they officially Anthony Brown bag he is the first player that the Dallas cowboys have brought back off of injured reserve so far this season other candidates for this potential obviously include Sean Lee late and vanish. We'll see about cam irving things like that. But Anthony Brown I one. So the cowboys activated Anthony Brown. He is now part of the fifty three man roster, of course. So is Francis Bernard a fan favourite linebacker, undrafted free agent linebacker out of Utah many people, Francis, Bernard in the training camp portion of the year. Obviously no preseason he is. Now on the fifty three man roster, the cowboys have needed massive help in the linebacker. Department So far this season
Scientific Sense
Dr. Mark Hoffman, Research Associate Professor at the University of Missouri, Kansas City - burst 01
"Welcome to the site of accents podcast. Where we explore emerging ideas from signs, policy economics, and technology. My name is Gill eappen. We talk with woods leading academics and experts about the recent research or generally of topical interest. Scientific senses at unstructured conversation with no agenda or preparation. Be Color a wide variety of domains red new discoveries are made. and New Technologies are developed on a daily basis. The most interested in how new Ideas Affect Society? And, help educate the world how to pursue rewarding and enjoyable life rooted in signs logic at inflammation. V seek knowledge without boundaries or constraints and provide unaided content of conversations bit researchers and leaders who low what they do. A companion blog to this podcast can be found at scientific sense dot com. And displayed guest is available on over a dozen platforms and directly at scientific sense. Dot? Net. If you have suggestions for topics, guests at other ideas. Please send up to info at scientific sense dot com. And I can be reached at Gil at eappen Dot Info. Mike yesterday's Dr Mark Hoffman, who is a research associate professor in the University of Minnesota Against City. He is also chief research inflammation officer in the children's Mussa hospital in Kansas City. Kiss research interests include health data delayed indication sharing initialisation Boca Mark. Thank you for inviting me. Absolutely. So I start with one of your papers Kato you need the use by our system implementation in defy date data resource from hundred known athlete off my seasons. So Michio inflicted. Data aggregated for marketable sources provide an important resource for my medical research including digital feel typing. On. Like. Todd beat to from a single organization. Guitar data introduces a number of analysis challengers. So. So you've worked with some augmentation log and in almost all cases be used. Data coming from that single macy's listen primary care behavioral. Or specialty hospitals and I always wondered you know wouldn't be nice. Get a data set. That sort of abrogates data from the radio on-ice. Asians but a lot of different challenges around that. So you wanted to talk a bit about that. I'd be happy to the resource that we've worked with. Is primarily a called health fax data resource. It's been in operation for almost twenty years. And the the the model is that organizations who are. Using these Turner Electronic. Health. Record. Enter into an agreement was turner they agreed to provide data rights to sern are. The identifies the date of affords aggregated into this resource. And certner provides data mapping, which is really critical to this type of work. It also the aggregate the data. And for the past probably six years. Then, they provide the full data set to especially academic contributors who want to do research with that resource. And I've been on both sides of that equation Lead that group during my career there, and then now I have the opportunity to really focus research on that type of data. So before we get into the details smog so e Itar Systems. So this is. Essentially patient records. So he gets dated like demographics out family history, surgical history hats, medications, lab solves it could have physician nodes no snow. So it's it's a combination of a variety of different types of data, right? A couple of things on the examples you gave it includes demographics. Discreet Laboratory results Medication orders. Many vitals so If access the blood pressure and pulse data. It does not include text notes because those can't be. Automatically identified consistently. So. We don't have access currently to TEX notes. Out of an abundance of caution. That his Hobby Stephen, physician writes something down they could use names they could use inflammation that could then point back to their. Patients Makita Perspective been the data's aggregated, the primary issue shoe that date has completely the identified, right? Correct. So. So yeah. So the data that we receive there's eighteen identifiers. Hip requires be removed from data. And those include obvious things like name address email addresses are another example One of the. Things. That is also part of the benefit of working with this particular resource. The. Dates of clinical service are not allowed to be provided under hip. White is done with this resource that allows us to still have a longitudinal view is. For any given patient in the data set the dates are shifted by A. Consistent. Pattern that for any given patient it can be. One two three four five weeks forward or one, two, three, four or five weeks backward. But that preserves things like day of the week effect. So for example, you see -nificant increase in emergency department encounters over weekends and you don't WanNa lose. Visibility to that. but it also allows us to receive. Very, granular early time stamped events in so. We can gain visibility into the time that a blood specimen was collected, and then the time that the result was reported back. And so we're able to do very detailed analyses with this type of resource. Right right and I don't know the audience our market is fragmented. Tau himself e Amorebieta providers out there. and so two issues. One is sort of. Standardization as to how these databases are designed and structured and others even that standardization that the actual collection of the data. In itself is not standardized played. So vk CAV vk potentially lot inability coming from different systems. Correct and that's part of what the paper that you mentioned Evaluates so. Often, night you out in the field in conferences you hear. Comparisons kind of lumping all organizations using one. Vendor lumping all using another together but as you get closer to it, you quickly learn that. It's not even clear. It's within those. Vendor markets. There's variation from organization to organization in how they use the e Hr and so. Because the identities of the. Contributing organizations are blinded to those of us who work with the data. We have to be creative about how we. Infer those implementation details, and so with this paper, we describe a couple of methods that We think move things forward towards that goal. Yes. So I'm not really familiar with that. So you mentioned a couple of things here. One is the the merge network. So this initiative including electric medical records and genomics network and pc off net the national patient, centered clinical research network support. Decentralized analyses that goes disparate systems by distributing standardized quotas to site. So this is a situation where you have multiple systems sort of. Communicating with each other and this net folks at allowing to sort of quickly them In some standardized fashion. So In this type of technology, there's janitorial core models. One is the. Federated or distributed model, the other is a centralized data aggregation. So there are examples including those that are mentioned in the paper where. Queries are pushed to the organization and. They need to do significant work upfront to ensure that there are standardizing their terminologies the same way. And once they do that upfront work than they're able to perform the types of queries that are distributed through those. Federated Networks. With. Okay. So that just one click on so that the police have standardized. So all on the at Josh site, then they have like some sort of a plan slater from from Stan Day squatty do all the data structure. And in many cases, they work through an intermediate technology. that would be. In general, consider it like a data warehouse. And so the queries are running against the production electric. Health record. That has all kinds of implications on patient care where you don't want to slow down performance. By using these intermediaries They can receive queries and then Follow that mapping has occurred. Than, they're able to to run those distributed queries. Okay. And the other model is You know. You say the g through the medical quality, improvement consortium and sooner to the health facts initiative. So this says in Sodas case, for example, in swags. This is essentially picking up data from the right deals, clients and Dan standardizing and centralizing data in a single database is that that is correct. One benefit of that model is that Organizations who for example, may not be academic and don't have the. Resources to do that data mapping themselves by handing out over that task over to the vendor you get a broader diversity of the types of organizations so you can have. A safety net hospitals you can have. Critical access rural hospitals, and other venues of care that are probably under represented in some of those. More academically driven models. And clearly the focus on healthcare about I would imagine applications in pharmaceutical out indeed to right I. Don't know if it s use and bad direction there has been some were performed with these data resources to. Characterize different aspects of medications, and so it does have utility in value. In a variety of. Analytical contexts. I was thinking about you know a lot of randomized clinical trials going on into Kuwait context and One of the issues of dispatch seem development toils that are going on that one could argue the population there are not really well to percents. it may be number by Auditees, men, people that deputy existing conditions. and. So he will serve at my come out of facedly trial. granted might work for the population. Tried it minority have sufficient? more largely. So I wanted this type of well I guess we don't really have an ID there right. So clearly, you don't know who these people are but they could be some clustering type analysis that might be interesting weight from It's very useful for Health Services Research and for outcomes research for you know what I characterize digital phenotype being. they can then guide. More, more formal research. you know you can use this type of resource to. Make sure. You're asking a useful question and make sure that there's likely to be. Enough patients who qualify for given study. Maybe you're working on a clinical trial in your casting your net to narrow you can. Determine that with this type of data resource. And is the eight tiff date who has access to it typically. So for this data resource on, it's through the vendor so. You need to have some level of footprint with them. which is the case with our organization. They're definitely a broadening their strategies. So they're. Gaining access into health systems that aren't exclusively using their electronic health records so. It's exciting to be a part of that that process. and to again work with them to. Analyze the data. I think. To the example you gave a formal randomized trials. In key part of what were growing our research to focus on is because this is real world data. You learn what's happening in practice whether or not it's well aligned with guidelines or formal protocols. And doing that there's many opportunities for near-term interventions that can improve health outcomes simply by. Identifying where providers may be deviating more from. Best Practices in than taking steps through training and education to kind of get them back towards those best practices. This data is a fresh on a daily basis. It's not. It's because it's so large and bulky? Typically we've received it on a quarterly basis in since it's retrospective analysis that's not been a major barrier. But. mechanistically, on onto soon aside is data getting sort of picked up from this system that it's harvested every day and then it's aggregated bundled and distributed on A. On a different timescale. Okay okay. So. From again, going to the, it's our system designed issue and implementation You say many HR systems comprised of more news at specific clinical processes or unit such as Pharmacy Laboratory or surgery talked about that. But then then people implement them this of fashion right they they implement modules by that can be a factor or sometimes they may want. One vendor for their primary electronic health record, but another vendor for their laboratory system. and so that's where you don't see a hundred percent usage of every module and every organization. And detailed number of different you know sort of noise creating issues in data one. This is icy speech over from ICT denied ten. and I don't know history of this but this was supposed to be speech with sometime in twenty fifteen. That's correct. So there is A. You know. There's a date in October of Twenty fifteen where most organizations were expected to have completed that transition. When I see with researchers who aren't as familiar with the you know the whole policy landscape around `electronic health records that? you can imagine researchers who assumed that all data before that date in October is is nine and all data after that date would be icy the ten. While we demonstrate in this paper, is that that transition was not Nearly, that clean and it was a much more, you know there are some organizations who just It the bullet and completed in twenty fourteen, and there are other organizations that were still lagging. In. Two Thousand Sixteen. Potentially because they weren't as exposed to those incentives in other things that you know stipulated the transition so. Part of why were demonstrating with that particular part of that work was that. you know these transitions aren't always abrupt. Yeah and and and so that is one issue and then you know a lot of consistency inconsistency issues fade. So we see that in in single systems and one of the items note here as you know if you think about the disposition code for death. you could have a right your race supercenter, right? It's a death expire expedite at home hospice, and so on. if this is a problem for a single system, but then many think about aggregating data from multiple sources this this problem sort of increased exponentially. Absolutely. So one of the challenges with documenting and and finding where you know if a patient has A deceased that. There's just multiple places to put that documentation in the clinical record. The Location in the record that. We have found to be the most consistent is what's called discharge disposition. By as we show in that analysis, that field is not always used document that and so if you're doing outcomes research and one of your key. Outcome metrics is death. And there are organizations that. Aren't documenting death in a place that successful. You should filter those out of your analysis before moving forward. And so part of what we wanted to promote is the realization that. That's the type of consideration that needs to be made The four. Publishing. Your data about an outcome metrics like death that. You're not. If you're never gonNA see that outcome it doesn't mean that people are. Dying in that particular facility, it just means it's not documented in the place that successful. Right. Yeah. So you know you on your expedience. Unique Position Mark because you you look at it from the from the vendor's perspective you're in an academic setting you're also in practice in a hospital. What's your sense of these things improving the on a track of getting getting this more standardize or it's camping in the other direction I think in general there is improvement I think The. Over the past eleven years through various federal mandates, including meaningful use and so forth. Those of all incentive organizations to utilize. Standard terminologies more consistently than was the case beforehand. I think there's still plenty of room for improvement and You know it's it's a journey, not a destination, but I think things have improved substantially. I was wondering there could be some applications of artificial intelligence here to In a clearly TATECO systems and you'd like the most them pity human resource intensive Yvonne to get it completely right. So one question would be you know, could be actually used a Dick needs to get it maybe ninety nine percent white. And that the human deal with exceptions I definitely think that that's an exciting direction that You want those a algorithms to be trained with good data, and that's a big part of what's motivated us to. Put this focus on data quality and Understanding these strange nuances that are underpinning that date has so that. As we move towards a in machine learning and so forth. We have a high level of confidence in the data that's training those algorithms. Right. Yeah. I think that a huge opportunity here because it's not quite as broad as NFL, not natural language processing it is somewhat constrained. that is a good part of it. The back part of it is that is highly technical. and so. you know some of the techniques you know you can have a fault tolerance in certain dimensions such as you know, misspellings lack of gambling and things like that. But as you have Heidi technical data, you cannot apply those principles because he could have misspelling the system may not be able to. Get, sometimes, and that's where you know I think. It's totally feasible to use. Resources to you know when you're dealing with. Tens of millions of patients and billions of detailed records. Using a I'd even identify those patterns of either. Inconsistent data or missing data it's also very powerful just to. kind of flag in identified. Areas that need to be focused on to lead to a better analysis. Greg Wait Be Hefty. Use that information somehow did is a belt of information that you know and so it just filtering into decision processes that the are really losing it. So hopefully getting improving in that dimension I've jumping to another paper bittersweet interesting. So it's entitled rates and predictors of using opioids in the Emergency Department Katrina Treat Mike Dean in Young Otto's and so so this is sort of a machine learning exercise you have gone through to locate you know coup is getting prescribed. OPIOIDS water the conditions for the Democrat not Nestle demographics but different different maybe age and things like that gender. and and then ask the question desert has some effect on addiction. In the long term rights. So that project To great example of team science though. We. Assembled a team of subject matter experts in neurology pain management. And Data Science and. The neurologist and pain management experts. Identified an intriguing question that we decided to pursue with data. In their question was. Based on anecdotal observation and so we thought it'd be interesting to see how well the data supported that. Observation is that. for youth and young adults Treated or admitted into the emergency. Department. With a migraine headache that. All too often they were treated with an opioid. And so we Use the same day to resource that we were discussing earlier. To explore that. Question. And using data from a hundred and eighty distinct emergency departments. We found that on average twenty, three percent of those youth and young adults were treated with. An opioid medication while they were in the emergency department. In general, it should be almost zero percent in general. There's really Better medications to us, four people presenting with a migraine. and. So this fits into obviously the OPIOID crisis it. it demonstrates the. Scenario describing that. You know using real world data. You can identify patterns of clinical behavior that. Don't match guideline. And the good news is that the? correctable and so through. Training and communication there's great opportunity to. To, manage this. Really. Striking. So fifteen thousand or so inevitably the encounters. And nearly a quarter of this encounters you say involved inoculate. and these are not just Misha and Congress right. It is not filtered down to migraine encounters. Okay. Okay. So these fifteen thousand just might in encounters might vein being repeating disease So once you. If you make a statement and. This or not Easter conditioning issue here. So you get your pain, you go to an emergency department and you get treated with an opioid you get quick tactical relief. From pain. auditing condition expect that in the next episode. So you can say we didn't pursue that particular question, but that is Definitely key part of. Managing the OPIOID crisis is that drug seeking behavior and so Part of our goal was to quantify that and use this as an opportunity to educate providers that. You really shouldn't be treating migraines with an opioid in there are better alternatives and. So we we felt that this was an important contribution to that national dialogue, but we didn't specifically pursue the question of whether the patients we analyzed. Within. Encounter show up Subsequently. With the same symptoms. Right right. Yeah you it develop into period when problematic patterns of drug use comedy. FEST MERGE THE PREVALENCE RATE OF OPIOID misuse estimated to be two to four percent and debts in each goofy just young adult drew from overdoses are rising. and. You say that literally prescribe IOS has been slumping loose future opioid misuse by thirty three percent. Betas Mehta say really huge number. I think just validates the importance of this of this work. Interesting mark. I don't know you exploded on data. Last the question if you look at the aggregate data, it'd be flying opioid. Misuse. what percentage of the total number. Actually started from. You know some sort of medical encounter has mike or some sort of. related encounter that could be completed otherwise was three a bit opioid. in that encounter documented resulted in that misuse. So what so If you look at the active misuse problem that we have today. do you have a sense of what percentage of that goal is actually started I? Think the exciting thing about this type of research is for everyone questioned that you pursue you have. You have ten new that you can pursue. We haven't. Delved into that specific area, but it's It's very ripe for further analysis and A considerable part of where I end my colleagues and our time as. We do this type of work to get an initial analysis published. And then You know in my leadership role I just WANNA. support people like my colleagues on this paper Mark Connelly Jennifer Bickel. in in using data to. Support their research into identify those follow. I mean, he tests policy implications. So it's sweet important work. and. If you find it direct relationship here than you have to ask you know from from a medical perspective what is right intervention? maybe is not just added of care just best practice but clearly should be the bay You know things should be looked at you say you're American Academy of Neurology has included avoidance of using opioid to treat gain one of stop top flight choosing wisely recommendations. For high-value duck in this gives Really evidence to to support that. The other thing that's really intriguing is this level of variation from site to site in. Some Sun facilities are very much aligned with the guidelines. Others are at the you know well, above twenty three percent. And that gives an opportunity for a really precision. conversations about you know, where does our organization stand on that spectrum? Yeah that's a that's an interesting avenue to right. So you know one could ask he says some sort of push sliced Intervention if we can fly goal of patients who who had gone an opioid sexually don't have an addiction problem. that as you know Anna, the kofoed does. if you can fly those type of patterns than you can think about. A customized within electronic health record systems. There's. The ability to provide decisions poor. There's certainly phenomena called pop up fatigue were physicians. You know they don't like having so many pop up windows but at the same time. It's Within the capability of an e e Hr to do that if then logic if patient has. migraine medication order equals opioid. encourage the provider to pause and reconsider that. Right, right and so this is supervised machine learning type analysis where so you have. you have number features that comes directly from each else. So each sex race ethnicity. insurance type. Encounter prostate suggest duration. time of the year and so on. and you have labeled data in this case I guess you have able tater because you would know if op- inscribed on trade. Okay and so are the two questions here. One is to ask the question given a new patient and those features. you could assign a probability that that patient will be prescribed will. Definitely. Impress the data from that predictive Minds. Right and then can you so that data definitely tell you if the patient is going to progress into some sort of an addiction issue. So. Earn Predicting Substance Abuse. So. Yeah. Yeah. Yeah. There's additional diagnosis codes that document. whether a patient has a history of substance abuse disorder. and. So it would be feasible to. Identify the with those diagnosis codes in than really look at their prior history. Of What other conditions were they treated for? What medications were they give in? to develop that model. One of the things in this case that helped with this study is that just in general, it's not advised get. So there are other things that are much more of a gray area. Or whether opioid is as useful, but in this case. The really not. Considered. To be helpful for migraines compared to other options and so that help us have a fairly clear cut scenario to do this work. Yeah. This this won't be the data like you say once you do something like this, you have been other things you could. You could stop asking. So unquestioned that that been to my mind as you know, how did they hugged the actually prescribing opioids? Is it the patient asking for it all so? Off that was another scoping thing with this project is focused on what happens within the emergency. Room. So it's it's. Really, medication order in administration that happens. In that emergency room setting. Whether or not the patient. was. Requesting that you know if they came in and said, this has worked for me before. Can I have it again? we don't have visibility to that. Right. Right. And so from a practical perspective So the the analysis that you did slightly ended up with the Family Clyde power we think it is. Compelling. Pretty compelling. So as as a new patient gets into e D either high. and what I mean by that probably is if there is a history of substance abuse property. the physician has really think twice about. The use of may be the well, and in this case, even without that history. Just because it's not considered to be an effective treatment. You know encouraging them to pause in that decision making. In this particular case is as effective as wall. Right. So looking forward. In if you think about both of these issues, one is the data quality data aggregation data standardized recent problem in the the right of Utah Systems have did that the talked about? And then if we can get to a level that we can look at cross a large data set. Beacon, ask. More. US specific questions, treatment. Optimum treatment type questions. subpoenaed. US The mark big think B be hunting. Certainly, the volume and variety of data that we're able to work with will be even greater I, think the. Opportunity To. Look, holistically at how upstream data capture. Effects Downstream data. Analysis. example I frequently give is if we have a Aggregate Data said we identify. Ten patients whose way in that data such shows up as being. Something that's completely infeasible. let's say they're documented is being. Fifty year old person who weighs two pounds. Clearly air. What's important is? Creating the process to communicate that back upstream. Because that clinical decision. Support. Many drug dosing things are evaluated using weight based logic and so. That same logic that's Evaluating the appropriateness of dosage. It's going to be running against an incorrect value in that may or may not always be visible. So I really am intrigued with that holistic opportunity. In it I am I remain just we have three or four additional papers coming out. About other examples where Provider behaviors not aligned with Best Practices and I'm just excited about you know when you compare that to how long it takes to develop a new drug or how long it takes to. To a really long term research. This research has the opportunity for a pretty quick turnaround on an effective intervention. A really that. Other so much that right. Providers. been taught in a no, but they're. Not always using that in practice and so to help them. Identify, those topics in just modifying behaviors is. In the scheme of things, it's a very straightforward way to improve. So. You know the entire spectrum from essentially getting the data. Right or cleaner like you know Missa mischaracterized or miss input data like wait or something like that. To to get. Better diagnosis better treatment modalities. policies there and from a femme perspective clearly inflammation therefore clinical trials. I was even thinking about drug interaction type. Inflammation. I haven't been involved in the former de for awhile but. Typically, this type of data doesn't get back into automatic processes that fast but I think that is all I know there's strong interest in Pharma in. Working with this type of data there a again looking at real world behavior. This is an excellent resource for off label medication use at. you know where Pharma's Always interested in repurposing existing medications the. Regulatory Processes, much more straightforward for that because the safety is already been. Evaluated and so. The. Significant Opportunity With this, there's also just exciting. Patterns of you know. What are those unrecognised correlations? That's where the machine learning opportunities are really exciting where. You know we're not always asking the right question. And the data can show us what we should be. Yeah exactly. So if the machine a sort of red flags something or create hypotheses. that Cubans have missed sometimes, those types of things are extremely powerful. because maybe that sometimes it's countering tutor. and so we all look at data with an Incan bias. The beauty of machines that at least on the surface began deploy Michigan. This volume of data. Techniques like machine deep learning can recognize those subtle but consistent associations. Wait quite. Excellent. Idea this has been great mark Thanks so much time with me. I enjoyed it very much. Thank you. But
Scientific Sense
Dr. Mark Hoffman, Research Associate Professor at the University of Missouri, Kansas City - burst 01
"Welcome to the site of accents podcast. Where we explore emerging ideas from signs, policy economics, and technology. My name is Gill eappen. We talk with woods leading academics and experts about the recent research or generally of topical interest. Scientific senses at unstructured conversation with no agenda or preparation. Be Color a wide variety of domains red new discoveries are made. and New Technologies are developed on a daily basis. The most interested in how new Ideas Affect Society? And, help educate the world how to pursue rewarding and enjoyable life rooted in signs logic at inflammation. V seek knowledge without boundaries or constraints and provide unaided content of conversations bit researchers and leaders who low what they do. A companion blog to this podcast can be found at scientific sense dot com. And displayed guest is available on over a dozen platforms and directly at scientific sense. Dot? Net. If you have suggestions for topics, guests at other ideas. Please send up to info at scientific sense dot com. And I can be reached at Gil at eappen Dot Info. Mike yesterday's Dr Mark Hoffman, who is a research associate professor in the University of Minnesota Against City. He is also chief research inflammation officer in the children's Mussa hospital in Kansas City. Kiss research interests include health data delayed indication sharing initialisation Boca Mark. Thank you for inviting me. Absolutely. So I start with one of your papers Kato you need the use by our system implementation in defy date data resource from hundred known athlete off my seasons. So Michio inflicted. Data aggregated for marketable sources provide an important resource for my medical research including digital feel typing. On. Like. Todd beat to from a single organization. Guitar data introduces a number of analysis challengers. So. So you've worked with some augmentation log and in almost all cases be used. Data coming from that single macy's listen primary care behavioral. Or specialty hospitals and I always wondered you know wouldn't be nice. Get a data set. That sort of abrogates data from the radio on-ice. Asians but a lot of different challenges around that. So you wanted to talk a bit about that. I'd be happy to the resource that we've worked with. Is primarily a called health fax data resource. It's been in operation for almost twenty years. And the the the model is that organizations who are. Using these Turner Electronic. Health. Record. Enter into an agreement was turner they agreed to provide data rights to sern are. The identifies the date of affords aggregated into this resource. And certner provides data mapping, which is really critical to this type of work. It also the aggregate the data. And for the past probably six years. Then, they provide the full data set to especially academic contributors who want to do research with that resource. And I've been on both sides of that equation Lead that group during my career there, and then now I have the opportunity to really focus research on that type of data. So before we get into the details smog so e Itar Systems. So this is. Essentially patient records. So he gets dated like demographics out family history, surgical history hats, medications, lab solves it could have physician nodes no snow. So it's it's a combination of a variety of different types of data, right? A couple of things on the examples you gave it includes demographics. Discreet Laboratory results Medication orders. Many vitals so If access the blood pressure and pulse data. It does not include text notes because those can't be. Automatically identified consistently. So. We don't have access currently to TEX notes. Out of an abundance of caution. That his Hobby Stephen, physician writes something down they could use names they could use inflammation that could then point back to their. Patients Makita Perspective been the data's aggregated, the primary issue shoe that date has completely the identified, right? Correct. So. So yeah. So the data that we receive there's eighteen identifiers. Hip requires be removed from data. And those include obvious things like name address email addresses are another example One of the. Things. That is also part of the benefit of working with this particular resource. The. Dates of clinical service are not allowed to be provided under hip. White is done with this resource that allows us to still have a longitudinal view is. For any given patient in the data set the dates are shifted by A. Consistent. Pattern that for any given patient it can be. One two three four five weeks forward or one, two, three, four or five weeks backward. But that preserves things like day of the week effect. So for example, you see -nificant increase in emergency department encounters over weekends and you don't WanNa lose. Visibility to that. but it also allows us to receive. Very, granular early time stamped events in so. We can gain visibility into the time that a blood specimen was collected, and then the time that the result was reported back. And so we're able to do very detailed analyses with this type of resource. Right right and I don't know the audience our market is fragmented. Tau himself e Amorebieta providers out there. and so two issues. One is sort of. Standardization as to how these databases are designed and structured and others even that standardization that the actual collection of the data. In itself is not standardized played. So vk CAV vk potentially lot inability coming from different systems. Correct and that's part of what the paper that you mentioned Evaluates so. Often, night you out in the field in conferences you hear. Comparisons kind of lumping all organizations using one. Vendor lumping all using another together but as you get closer to it, you quickly learn that. It's not even clear. It's within those. Vendor markets. There's variation from organization to organization in how they use the e Hr and so. Because the identities of the. Contributing organizations are blinded to those of us who work with the data. We have to be creative about how we. Infer those implementation details, and so with this paper, we describe a couple of methods that We think move things forward towards that goal. Yes. So I'm not really familiar with that. So you mentioned a couple of things here. One is the the merge network. So this initiative including electric medical records and genomics network and pc off net the national patient, centered clinical research network support. Decentralized analyses that goes disparate systems by distributing standardized quotas to site. So this is a situation where you have multiple systems sort of. Communicating with each other and this net folks at allowing to sort of quickly them In some standardized fashion. So In this type of technology, there's janitorial core models. One is the. Federated or distributed model, the other is a centralized data aggregation. So there are examples including those that are mentioned in the paper where. Queries are pushed to the organization and. They need to do significant work upfront to ensure that there are standardizing their terminologies the same way. And once they do that upfront work than they're able to perform the types of queries that are distributed through those. Federated Networks. With. Okay. So that just one click on so that the police have standardized. So all on the at Josh site, then they have like some sort of a plan slater from from Stan Day squatty do all the data structure. And in many cases, they work through an intermediate technology. that would be. In general, consider it like a data warehouse. And so the queries are running against the production electric. Health record. That has all kinds of implications on patient care where you don't want to slow down performance. By using these intermediaries They can receive queries and then Follow that mapping has occurred. Than, they're able to to run those distributed queries. Okay. And the other model is You know. You say the g through the medical quality, improvement consortium and sooner to the health facts initiative. So this says in Sodas case, for example, in swags. This is essentially picking up data from the right deals, clients and Dan standardizing and centralizing data in a single database is that that is correct. One benefit of that model is that Organizations who for example, may not be academic and don't have the. Resources to do that data mapping themselves by handing out over that task over to the vendor you get a broader diversity of the types of organizations so you can have. A safety net hospitals you can have. Critical access rural hospitals, and other venues of care that are probably under represented in some of those. More academically driven models. And clearly the focus on healthcare about I would imagine applications in pharmaceutical out indeed to right I. Don't know if it s use and bad direction there has been some were performed with these data resources to. Characterize different aspects of medications, and so it does have utility in value. In a variety of. Analytical contexts. I was thinking about you know a lot of randomized clinical trials going on into Kuwait context and One of the issues of dispatch seem development toils that are going on that one could argue the population there are not really well to percents. it may be number by Auditees, men, people that deputy existing conditions. and. So he will serve at my come out of facedly trial. granted might work for the population. Tried it minority have sufficient? more largely. So I wanted this type of well I guess we don't really have an ID there right. So clearly, you don't know who these people are but they could be some clustering type analysis that might be interesting weight from It's very useful for Health Services Research and for outcomes research for you know what I characterize digital phenotype being. they can then guide. More, more formal research. you know you can use this type of resource to. Make sure. You're asking a useful question and make sure that there's likely to be. Enough patients who qualify for given study. Maybe you're working on a clinical trial in your casting your net to narrow you can. Determine that with this type of data resource. And is the eight tiff date who has access to it typically. So for this data resource on, it's through the vendor so. You need to have some level of footprint with them. which is the case with our organization. They're definitely a broadening their strategies. So they're. Gaining access into health systems that aren't exclusively using their electronic health records so. It's exciting to be a part of that that process. and to again work with them to. Analyze the data. I think. To the example you gave a formal randomized trials. In key part of what were growing our research to focus on is because this is real world data. You learn what's happening in practice whether or not it's well aligned with guidelines or formal protocols. And doing that there's many opportunities for near-term interventions that can improve health outcomes simply by. Identifying where providers may be deviating more from. Best Practices in than taking steps through training and education to kind of get them back towards those best practices. This data is a fresh on a daily basis. It's not. It's because it's so large and bulky? Typically we've received it on a quarterly basis in since it's retrospective analysis that's not been a major barrier. But. mechanistically, on onto soon aside is data getting sort of picked up from this system that it's harvested every day and then it's aggregated bundled and distributed on A. On a different timescale. Okay okay. So. From again, going to the, it's our system designed issue and implementation You say many HR systems comprised of more news at specific clinical processes or unit such as Pharmacy Laboratory or surgery talked about that. But then then people implement them this of fashion right they they implement modules by that can be a factor or sometimes they may want. One vendor for their primary electronic health record, but another vendor for their laboratory system. and so that's where you don't see a hundred percent usage of every module and every organization. And detailed number of different you know sort of noise creating issues in data one. This is icy speech over from ICT denied ten. and I don't know history of this but this was supposed to be speech with sometime in twenty fifteen. That's correct. So there is A. You know. There's a date in October of Twenty fifteen where most organizations were expected to have completed that transition. When I see with researchers who aren't as familiar with the you know the whole policy landscape around `electronic health records that? you can imagine researchers who assumed that all data before that date in October is is nine and all data after that date would be icy the ten. While we demonstrate in this paper, is that that transition was not Nearly, that clean and it was a much more, you know there are some organizations who just It the bullet and completed in twenty fourteen, and there are other organizations that were still lagging. In. Two Thousand Sixteen. Potentially because they weren't as exposed to those incentives in other things that you know stipulated the transition so. Part of why were demonstrating with that particular part of that work was that. you know these transitions aren't always abrupt. Yeah and and and so that is one issue and then you know a lot of consistency inconsistency issues fade. So we see that in in single systems and one of the items note here as you know if you think about the disposition code for death. you could have a right your race supercenter, right? It's a death expire expedite at home hospice, and so on. if this is a problem for a single system, but then many think about aggregating data from multiple sources this this problem sort of increased exponentially. Absolutely. So one of the challenges with documenting and and finding where you know if a patient has A deceased that. There's just multiple places to put that documentation in the clinical record. The Location in the record that. We have found to be the most consistent is what's called discharge disposition. By as we show in that analysis, that field is not always used document that and so if you're doing outcomes research and one of your key. Outcome metrics is death. And there are organizations that. Aren't documenting death in a place that successful. You should filter those out of your analysis before moving forward. And so part of what we wanted to promote is the realization that. That's the type of consideration that needs to be made The four. Publishing. Your data about an outcome metrics like death that. You're not. If you're never gonNA see that outcome it doesn't mean that people are. Dying in that particular facility, it just means it's not documented in the place that successful. Right. Yeah. So you know you on your expedience. Unique Position Mark because you you look at it from the from the vendor's perspective you're in an academic setting you're also in practice in a hospital. What's your sense of these things improving the on a track of getting getting this more standardize or it's camping in the other direction I think in general there is improvement I think The. Over the past eleven years through various federal mandates, including meaningful use and so forth. Those of all incentive organizations to utilize. Standard terminologies more consistently than was the case beforehand. I think there's still plenty of room for improvement and You know it's it's a journey, not a destination, but I think things have improved substantially. I was wondering there could be some applications of artificial intelligence here to In a clearly TATECO systems and you'd like the most them pity human resource intensive Yvonne to get it completely right. So one question would be you know, could be actually used a Dick needs to get it maybe ninety nine percent white. And that the human deal with exceptions I definitely think that that's an exciting direction that You want those a algorithms to be trained with good data, and that's a big part of what's motivated us to. Put this focus on data quality and Understanding these strange nuances that are underpinning that date has so that. As we move towards a in machine learning and so forth. We have a high level of confidence in the data that's training those algorithms. Right. Yeah. I think that a huge opportunity here because it's not quite as broad as NFL, not natural language processing it is somewhat constrained. that is a good part of it. The back part of it is that is highly technical. and so. you know some of the techniques you know you can have a fault tolerance in certain dimensions such as you know, misspellings lack of gambling and things like that. But as you have Heidi technical data, you cannot apply those principles because he could have misspelling the system may not be able to. Get, sometimes, and that's where you know I think. It's totally feasible to use. Resources to you know when you're dealing with. Tens of millions of patients and billions of detailed records. Using a I'd even identify those patterns of either. Inconsistent data or missing data it's also very powerful just to. kind of flag in identified. Areas that need to be focused on to lead to a better analysis. Greg Wait Be Hefty. Use that information somehow did is a belt of information that you know and so it just filtering into decision processes that the are really losing it. So hopefully getting improving in that dimension I've jumping to another paper bittersweet interesting. So it's entitled rates and predictors of using opioids in the Emergency Department Katrina Treat Mike Dean in Young Otto's and so so this is sort of a machine learning exercise you have gone through to locate you know coup is getting prescribed. OPIOIDS water the conditions for the Democrat not Nestle demographics but different different maybe age and things like that gender. and and then ask the question desert has some effect on addiction. In the long term rights. So that project To great example of team science though. We. Assembled a team of subject matter experts in neurology pain management. And Data Science and. The neurologist and pain management experts. Identified an intriguing question that we decided to pursue with data. In their question was. Based on anecdotal observation and so we thought it'd be interesting to see how well the data supported that. Observation is that. for youth and young adults Treated or admitted into the emergency. Department. With a migraine headache that. All too often they were treated with an opioid. And so we Use the same day to resource that we were discussing earlier. To explore that. Question. And using data from a hundred and eighty distinct emergency departments. We found that on average twenty, three percent of those youth and young adults were treated with. An opioid medication while they were in the emergency department. In general, it should be almost zero percent in general. There's really Better medications to us, four people presenting with a migraine. and. So this fits into obviously the OPIOID crisis it. it demonstrates the. Scenario describing that. You know using real world data. You can identify patterns of clinical behavior that. Don't match guideline. And the good news is that the? correctable and so through. Training and communication there's great opportunity to. To, manage this. Really. Striking. So fifteen thousand or so inevitably the encounters. And nearly a quarter of this encounters you say involved inoculate. and these are not just Misha and Congress right. It is not filtered down to migraine encounters. Okay. Okay. So these fifteen thousand just might in encounters might vein being repeating disease So once you. If you make a statement and. This or not Easter conditioning issue here. So you get your pain, you go to an emergency department and you get treated with an opioid you get quick tactical relief. From pain. auditing condition expect that in the next episode. So you can say we didn't pursue that particular question, but that is Definitely key part of. Managing the OPIOID crisis is that drug seeking behavior and so Part of our goal was to quantify that and use this as an opportunity to educate providers that. You really shouldn't be treating migraines with an opioid in there are better alternatives and. So we we felt that this was an important contribution to that national dialogue, but we didn't specifically pursue the question of whether the patients we analyzed. Within. Encounter show up Subsequently. With the same symptoms. Right right. Yeah you it develop into period when problematic patterns of drug use comedy. FEST MERGE THE PREVALENCE RATE OF OPIOID misuse estimated to be two to four percent and debts in each goofy just young adult drew from overdoses are rising. and. You say that literally prescribe IOS has been slumping loose future opioid misuse by thirty three percent. Betas Mehta say really huge number. I think just validates the importance of this of this work. Interesting mark. I don't know you exploded on data. Last the question if you look at the aggregate data, it'd be flying opioid. Misuse. what percentage of the total number. Actually started from. You know some sort of medical encounter has mike or some sort of. related encounter that could be completed otherwise was three a bit opioid. in that encounter documented resulted in that misuse. So what so If you look at the active misuse problem that we have today. do you have a sense of what percentage of that goal is actually started I? Think the exciting thing about this type of research is for everyone questioned that you pursue you have. You have ten new that you can pursue. We haven't. Delved into that specific area, but it's It's very ripe for further analysis and A considerable part of where I end my colleagues and our time as. We do this type of work to get an initial analysis published. And then You know in my leadership role I just WANNA. support people like my colleagues on this paper Mark Connelly Jennifer Bickel. in in using data to. Support their research into identify those follow. I mean, he tests policy implications. So it's sweet important work. and. If you find it direct relationship here than you have to ask you know from from a medical perspective what is right intervention? maybe is not just added of care just best practice but clearly should be the bay You know things should be looked at you say you're American Academy of Neurology has included avoidance of using opioid to treat gain one of stop top flight choosing wisely recommendations. For high-value duck in this gives Really evidence to to support that. The other thing that's really intriguing is this level of variation from site to site in. Some Sun facilities are very much aligned with the guidelines. Others are at the you know well, above twenty three percent. And that gives an opportunity for a really precision. conversations about you know, where does our organization stand on that spectrum? Yeah that's a that's an interesting avenue to right. So you know one could ask he says some sort of push sliced Intervention if we can fly goal of patients who who had gone an opioid sexually don't have an addiction problem. that as you know Anna, the kofoed does. if you can fly those type of patterns than you can think about. A customized within electronic health record systems. There's. The ability to provide decisions poor. There's certainly phenomena called pop up fatigue were physicians. You know they don't like having so many pop up windows but at the same time. It's Within the capability of an e e Hr to do that if then logic if patient has. migraine medication order equals opioid. encourage the provider to pause and reconsider that. Right, right and so this is supervised machine learning type analysis where so you have. you have number features that comes directly from each else. So each sex race ethnicity. insurance type. Encounter prostate suggest duration. time of the year and so on. and you have labeled data in this case I guess you have able tater because you would know if op- inscribed on trade. Okay and so are the two questions here. One is to ask the question given a new patient and those features. you could assign a probability that that patient will be prescribed will. Definitely. Impress the data from that predictive Minds. Right and then can you so that data definitely tell you if the patient is going to progress into some sort of an addiction issue. So. Earn Predicting Substance Abuse. So. Yeah. Yeah. Yeah. There's additional diagnosis codes that document. whether a patient has a history of substance abuse disorder. and. So it would be feasible to. Identify the with those diagnosis codes in than really look at their prior history. Of What other conditions were they treated for? What medications were they give in? to develop that model. One of the things in this case that helped with this study is that just in general, it's not advised get. So there are other things that are much more of a gray area. Or whether opioid is as useful, but in this case. The really not. Considered. To be helpful for migraines compared to other options and so that help us have a fairly clear cut scenario to do this work. Yeah. This this won't be the data like you say once you do something like this, you have been other things you could. You could stop asking. So unquestioned that that been to my mind as you know, how did they hugged the actually prescribing opioids? Is it the patient asking for it all so? Off that was another scoping thing with this project is focused on what happens within the emergency. Room. So it's it's. Really, medication order in administration that happens. In that emergency room setting. Whether or not the patient. was. Requesting that you know if they came in and said, this has worked for me before. Can I have it again? we don't have visibility to that. Right. Right. And so from a practical perspective So the the analysis that you did slightly ended up with the Family Clyde power we think it is. Compelling. Pretty compelling. So as as a new patient gets into e D either high. and what I mean by that probably is if there is a history of substance abuse property. the physician has really think twice about. The use of may be the well, and in this case, even without that history. Just because it's not considered to be an effective treatment. You know encouraging them to pause in that decision making. In this particular case is as effective as wall. Right. So looking forward. In if you think about both of these issues, one is the data quality data aggregation data standardized recent problem in the the right of Utah Systems have did that the talked about? And then if we can get to a level that we can look at cross a large data set. Beacon, ask. More. US specific questions, treatment. Optimum treatment type questions. subpoenaed. US The mark big think B be hunting. Certainly, the volume and variety of data that we're able to work with will be even greater I, think the. Opportunity To. Look, holistically at how upstream data capture. Effects Downstream data. Analysis. example I frequently give is if we have a Aggregate Data said we identify. Ten patients whose way in that data such shows up as being. Something that's completely infeasible. let's say they're documented is being. Fifty year old person who weighs two pounds. Clearly air. What's important is? Creating the process to communicate that back upstream. Because that clinical decision. Support. Many drug dosing things are evaluated using weight based logic and so. That same logic that's Evaluating the appropriateness of dosage. It's going to be running against an incorrect value in that may or may not always be visible. So I really am intrigued with that holistic opportunity. In it I am I remain just we have three or four additional papers coming out. About other examples where Provider behaviors not aligned with Best Practices and I'm just excited about you know when you compare that to how long it takes to develop a new drug or how long it takes to. To a really long term research. This research has the opportunity for a pretty quick turnaround on an effective intervention. A really that. Other so much that right. Providers. been taught in a no, but they're. Not always using that in practice and so to help them. Identify, those topics in just modifying behaviors is. In the scheme of things, it's a very straightforward way to improve. So. You know the entire spectrum from essentially getting the data. Right or cleaner like you know Missa mischaracterized or miss input data like wait or something like that. To to get. Better diagnosis better treatment modalities. policies there and from a femme perspective clearly inflammation therefore clinical trials. I was even thinking about drug interaction type. Inflammation. I haven't been involved in the former de for awhile but. Typically, this type of data doesn't get back into automatic processes that fast but I think that is all I know there's strong interest in Pharma in. Working with this type of data there a again looking at real world behavior. This is an excellent resource for off label medication use at. you know where Pharma's Always interested in repurposing existing medications the. Regulatory Processes, much more straightforward for that because the safety is already been. Evaluated and so. The. Significant Opportunity With this, there's also just exciting. Patterns of you know. What are those unrecognised correlations? That's where the machine learning opportunities are really exciting where. You know we're not always asking the right question. And the data can show us what we should be. Yeah exactly. So if the machine a sort of red flags something or create hypotheses. that Cubans have missed sometimes, those types of things are extremely powerful. because maybe that sometimes it's countering tutor. and so we all look at data with an Incan bias. The beauty of machines that at least on the surface began deploy Michigan. This volume of data. Techniques like machine deep learning can recognize those subtle but consistent associations. Wait quite. Excellent. Idea this has been great mark Thanks so much time with me. I enjoyed it very much. Thank you. But