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Nonprofit seeks insight from devices left behind by veterans who died by suicide_我的网站

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一 |     The cell phones, tablets, and laptops left behind by veterans who died by suicide may offer insight that could help prevent future military suicides, according to a nonprofit dedicated to analyzing the data from the devices.Stop Soldier Suicide collects the technology as part of its initiative, "The Black Box Project," which is named after the black boxes found on planes that help determine the cause of aviation incidents."If we could gather novel data from those that have died by suicide, we might be able to recreate the last year of life," Stop Soldier Suicide CEO Chris Ford told ABC News.Veterans are 57% more at risk for suicide than non-military adults and around 6,000 veterans die by suicide each year, according to the Department of Veterans Affairs."I think we can prevent needless suffering and a ton of loss of life," Ford said.That kind of loss is something David McDaniel, whose son Connor died by suicide at the age of 26, knows all too well.Connor McDaniel joined the Army after high school, and, according to David, he appeared upbeat during his deployment to Afghanistan, where he was assigned to protect local villages from the Taliban."Some of his Army buddies told me that he was making them laugh while they were being shelled in Afghanistan," David McDaniel told ABC News.But it wasn't long after Connor came home that David McDaniel says he sensed a shift in his son's behavior to include "more anger, a lot of frustration, a lot of gloominess."On Sept. 1, 2021, David says his son entered a wooded area with a firearm."I start screaming his name as I'm walking up the field. And just then the police, the sheriff's department shows up and they tell me to come back down," McDaniel said.He followed their direction, but on the car ride home, an officer called him and said Connor was dead after he fired upon sheriff's deputies and the deputies returned fire and killed him.Connor's death was determined to be a suicide. The district attorney's office concluded that the officers' actions were justified.While grappling with his son's death, David McDaniel was immediately drawn to the Black Box Project, which uses forensic software to unlock and comb through service members' devices provided by their loved ones to review their activity in the weeks leading up to their suicides.McDaniel works in the tech field and says if the project can find repeated patterns in online searches, they may be able to help others to prevent suicides.For instance, McDaniel says his son searched for SGLI, Servicemembers' Group Life Insurance, before his death. If a veteran were to make a similar search and look up "suicide" in the future, for example, McDaniel suggests it could trigger an ad for Stop Soldier Suicide to pop up and provide resources in the search results.Ford says the nonprofit uses machine learning, a subfield of artificial intelligence, to analyze texts and notes in order to determine sentiment or emotional tone, such as anger or desperation. He says they can also track phone usage of the deceased veterans to monitor their past sleep cycles and trace their past geo-locations."Machines can go through computations a lot faster than humans, and they can find signals that we often miss," Ford said.Since launching the Black Box Project in April 2020, Stop Soldier Suicide has received over 100 devices, Ford said. So far, he says they're seeing three patterns before most of these suicides: more anger, different sleep patterns, and social isolation.Ford's team includes Ph.D.s in clinical psychology and suicide researchers. A scientific advisory committee helps steer where and what to look for on the devices.The findings are still preliminary, according to the nonprofit, but one goal is to help the organization decide where, when, and how to target their own mental health resources, like adding more hotline staff at certain hours and ensuring calls are picked up overnight.When asked about privacy concerns of collecting data, Ford said it's something they think about daily."We don't resell the data. We don't push it out to others. We use it for our own research purposes so that we can best understand risk and then give those devices back to those families intact," Ford said.Current privacy laws do not carry on past death, meaning the next of kin typically gains new authority.Petra Oxford-Jackson, whose veteran husband Anthony died by suicide, says she gave his phone to the organization with the possibility it could save even one life."I truly believe he would have been okay with it, and it's a hard thing for a survivor to give up something so personal as his cell phone," Oxford-Jackson told ABC News.The Black Box Project received $3 million in funding from the Department of Veterans Affairs earlier this year.If you are struggling with thoughts of suicide or worried about a friend or loved one, call or text the Suicide & Crisis Lifeline at 988 for free, confidential emotional support 24 hours a day, seven days a week.。    当前,杭州地铁四期建设正在全面加速推进。

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三 | 图片地铁12号线一期工程位于西湖区、余杭区,线路呈南北走向,依次串联之江新城、未来科技城和高铁新城等重点片区,连接杭州西站,是一条南北向贯穿城市西湖区和余杭区的重要通道。线路全长约26公里,均为地下线,设站15座,包含换乘站7座。杭州地铁12号线是支持杭州全域“多中心网络化城镇空间体系”的重要轨道交通线路。建成通车后,可实现双浦与城西科创大走廊的直接连通,缓解沿线站点的客流压力,对打造杭州西站综合立体交通网络,推动城西科创大走廊建设具有重要意义。未来3条地铁线均可直达杭州西站地铁12号线建成以后,将与地铁3号线、地铁19号线共同为西站出行的旅客服务。图片地铁3号线地铁3号线线路换乘网络密集,可便捷抵达西溪湿地、武林商圈、西湖文化广场、新天地、善贤等区域,覆盖沿线居民区与商业配套。图片沿线站点:吴山前村、火车西站、龙舟北路、文一西路、绿汀路、全丰、高教路、联胜路、洪园、西溪湿地南、花坞、东岳、古墩路、古荡新村、古荡、黄龙体育中心、黄龙洞、武林门、武林广场、西湖文化广场、潮王路、香积寺、大关、善贤、新天地街、汽轮广场、华丰路、同协路、桃花湖公园、丁桥、华鹤街、黄鹤山、星桥地铁19号线地铁19号线连起杭州东站、杭州西站、萧山国际机场等交通枢纽,途经杭州未来科技城、西溪国家湿地公园、西湖文化广场、城东新城、萧山科技园、空港新城等区域,凭借东西向几乎拉直的线路和停靠站点少的优势,拥有了“跑得更快”的优势。

四 | 图片沿线站点:火车西站、创景路、海创园、荆长路、西溪湿地北、五联、文三路、沈塘桥、西湖文化广场、驿城路、火车东站(东广场)、御道、平澜路、耕文路、知行路、萧山国际机场、永盛路资料/余杭发布、杭州西站枢纽管委会。

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