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Ananya Vinay, the 2017 Scripps National Spelling Bee champion, has had quite a year.It started with confetti cannons on stage after she spelled "marocain" correctly. Then she made the rounds: talk shows like Jimmy Kimmel Live and other media appearances.She rode in a limo to the Golden State Warriors' final basketball game of last season, and got to see the trophy presentation when her team won the championship."It was really exciting," she said.She also toured the Google campus, got a rally at her school and had a day named in her honor by the governor of California. It was all a big surprise, she said.And she's picked up other hobbies, too: she made it to the National Science Bowl, the state science fair and competed in Mathcounts.She also wants to write more and join the forensics team. And she's started a website and tutors some spellers.A lot of it comes from her Bee experience."It really gives you a lot of confidence," Ananya said. "It gives you a lot of knowledge about the world."Ananya carried the trophy in to the opening ceremony Monday night and kicked off the Bee."I'm really glad to be back; I have a lot of friends here," she said. "I'm hoping for the best for every competitor." 1216

An employee of a Virginia Publix grocery store who is deaf and lacks peripheral vision claimed she was assaulted by a customer after the employee said she could not hear the woman, WRIC-TV reported. Liberty Gratz was reportedly stocking a shelf when a woman trying to get Gratz's attention punched her from behind. The punch got Gratz's attention, and Gratz was able to point the woman in the right direction, but the incident left Gratz stunned. "She doesn't have that peripheral vision, so she's really focused on her work," Gratz's mom Jeanette Gratx told WRIC. "She doesn't always notice the people beside her."Liberty Gratz later had store management review video footage, but managers were unable to make out the woman. "She could still feel it when I picked her up from work," Jeanette Gratz told WRIC. "How would you feel if you were working and someone just came up behind you and decided to punch you?"Liberty Gratz told WRIC she wishes she could talk to the woman about being kind to people, whether they have a disability or not.  1110

An altercation between two families at a toddler's birthday party in Texas led to a shooting that left four men dead and one injured, authorities said.Police responded to reports of a shooting at a 1-year-old's party in Taft on Saturday, said Sgt. Nathan Brandley of the Texas Department of Public Safety.Police are looking for two suspects they believe were involved in the shooting, he added. 402

An artificial intelligence tool can help doctors when deciding which COVID-19 patients can be sent home, according to a study that started in May.Researchers at New York University used the AI tool to analyze thousands of COVID-19 cases. The team used data from Asia and Europe to develop the model.It uses lab results, vital signs and oxygen requirements to determine how the patient will do over the next few days.The study has found the AI tool can identify patients that will do well with 90% precision, which could help doctors prioritize care and make discharging plans for others.Doctors always make the final call, but the AI tool can help reaffirm their decisions.“It's augmenting, but it's also teaching a little bit, because you know when the physicians see a patient that looks well, but the models say they may not be well, they can look at the, the features right? The vital signs and labs and other things that are saying that this patient isn't well and then they can start to understand or create a mental model,” said Yin Aphinyanaphongs, Director of Translational Clinical Informatics for DataCore, NYU.The researchers are still running randomized trials for about another two months, looking at the average time patients spend in the hospital.The hope is the AI tool could help reduce the length of stay.“That's extremely compelling because now you don't just show oh I have a model that can predict a favorable outcome, but now you have a model, right, that actually affects the outcome,” said Aphinyanaphongs.Another team at NYU is now conducting a survey among doctors that have used the tool. One facility has already implemented it.The researchers wanted to make sure it's easy for other organizations to start -- so the software can be up and running in about half a day. 1805

ANDERSON, Ind. -- An armored truck spilled money on the interstate after it hit several potholes on I-69 early Saturday morning and crashed into a ditch. The crash happened near Anderson around 1 a.m. local time.The Garda armored delivery truck driver told the deputies with the Madison County Sheriff's Office that he hit several potholes which caused him to lose control of the vehicle and he overcorrected, hitting a guardrail and sliding into a ditch.The rolled several times before it landed on its side. Deputies say some money was on the road after the crash but most of it remained secured in the armored delivery vehicle.The driver and his passenger were treated for minor injuries on the scene.  The armored truck delivery company sent another truck to the scene to recover the money and the truck.  842