diff --git "a/medical_man_GAI_AI/all_weibo_with_comments.jsonl" "b/medical_man_GAI_AI/all_weibo_with_comments.jsonl"
deleted file mode 100644--- "a/medical_man_GAI_AI/all_weibo_with_comments.jsonl"
+++ /dev/null
@@ -1,328 +0,0 @@
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5236554756785979", "text": "《柳叶刀》（The Lancet）发表一篇社论，探讨生成式人工智能（AI）在改善医疗行政工作和提升医患关系中的潜力与挑战。网页链接文章指出，AI可以帮助医务人员更纯粹地看待患者，而免受文书工作、分心或疲劳的困扰。若运用得当，AI不会取代照护；相反，它可以帮助我们重新发现照护的真正意义 ...全文", "author": "柳叶刀TheLancet", "stats": {"up": 1, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5236554756785979", "comment_id": "5236564913553825", "user": "营养医师王兴国", "content": "专门的医疗AI的水平很容易超过大部分临床医生的水平，医疗领域的AI应用是最有前景的领域之一。", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5157783729342715", "text": "【AI医疗诊断与非专家医生相当：平均准确率达52.1%】大阪都会大学医学研究生院最新研究显示，生成式人工智能（AI）在医疗诊断中的准确率已达非专家医生水平。这项系统性回顾和荟萃分析涵盖了GPT-4、Llama3 70B、Gemini 1.5 Pro和Claude 3 Sonnet等主流AI模型，其中GPT-4的研究应用最为广泛。研究发 ...全文", "author": "快科技官方", "stats": {"up": 3, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5157783729342715", "comment_id": "5157798150672789", "user": "腐乳哈挞薏麦紫米", "content": "可以替代掉了", "likes": 0}, {"original_post_id": "5157783729342715", "comment_id": "5157786213679299", "user": "糟蹋之", "content": "终于知道普通门诊医生的诊断水平啦", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智��应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5236444836137908", "text": "助力基因学研究英伟达与以色列医院携手打造个性化医疗人工智能引擎#创新星期一##健康#以色列示巴（Sheba）医疗中心、美国芯片巨头英伟达及纽约西奈山医院正启动一项雄心勃勃的三年项目，投资数千万美元，旨在创建一个研究引擎，利用生成式人工智能来解码大部分人类基因组——人类生命的遗传蓝图—— ...全文", "author": "以色列驻成都总领事馆", "stats": {"up": 385, "re": 3, "cm": 29}}, "top_comments": [{"original_post_id": "5236444836137908", "comment_id": "5236448630672789", "user": "duy1976", "content": "#以军空袭加沙至少24死#【致至少24死87伤！哈马斯强烈谴责以军空袭加沙】以军11月22日称，当天对加沙的巴勒斯坦武装人员发动了空袭。加沙卫生部门称，袭击造成至少24人死亡，另有至少87人受伤，其中包括多名儿童。无论是黎以，叙以，还是巴以，以色列都多次违法停火协议，是个完全没有信誉的国家", "likes": 18}, {"original_post_id": "5236444836137908", "comment_id": "5236448106382367", "user": "duy1976", "content": "#巴勒斯坦球队举横幅抗议加沙种族滅绝# 11月15日，巴勒斯坦男子足球队在西班牙毕尔巴鄂的圣马梅斯体育场进行了一场友谊赛，足球队队员在开场前举起了“停止种族滅绝”的横幅，抗议加沙地带暴行。本次比赛开始前，数千民众还��毕尔巴鄂进行游行，支持巴勒斯坦，反对以色列在加沙地带行径。", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236447859969682", "user": "加油为你点赞", "content": "巴以冲突回放，#失去9个子女的加沙医生也离开了人世# 5月23日，巴勒斯坦医生哈姆迪·纳贾尔在汗尤尼斯的家突遭以色列空袭，他和同为医生的妻子阿拉共有10名子女，其中9人遇难，最小的才1岁，哈姆迪本人也重伤垂危。6月1日，哈姆迪伤重不治，不幸离世……，让一个曾经的12口之家如今只剩下孤儿寡母", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236445938716734", "user": "流雲剑心9", "content": "洗头佬，海德里希，罗姆，希姆莱，奥斯维辛 会永远伴随你们 关爱你们的", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445887597854", "user": "流雲剑心9", "content": "翻译翻译，福尔克·贝纳多特伯爵是被谁嘎的？翻译，来", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445847749273", "user": "流雲剑心9", "content": "以色列内塔者，大才也（大菜叶），头脑清澈（满脑壳都是水），才为世出（几百年才出这么一个玩意）……", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445774088991", "user": "流雲剑心9", "content": "支持阿三派兵支援以色列 照顾以色列女兵！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445700164175", "user": "流雲剑心9", "content": "嘻嗨！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236456403502164", "user": "情谊_繁华似锦", "content": "以色列占领军持续轰炸民居、学校、医院及供水设施。2025年11月22日的空袭中，加沙多地居民住宅和民用车辆遭以色列占领军袭击，伤亡人数中妇女儿童占比最高。联合国数据显示，自2023年10月冲突升级以来，加沙已有超过6.9万名平民死亡，其中近半数为妇女儿童", "likes": 14}, {"original_post_id": "5236444836137908", "comment_id": "5236453648107633", "user": "情谊_繁华似锦", "content": "当地时间2025年11月13日，以色列占领军空袭加沙南部汗尤尼斯的欧洲医院，造成至少28人死亡，包括医务人员、患者及救援人员，另有多人受伤。医院周边房屋损毁严重，救援行动因以色列占领军持续炮火受阻", "likes": 13}, {"original_post_id": "5236444836137908", "comment_id": "5236601554736597", "user": "京霾行者", "content": "🇮🇱🇺🇸🇺🇦=💩", "likes": 7}, {"original_post_id": "5236444836137908", "comment_id": "5236483583905458", "user": "摆渡2025", "content": "鸠占鹊巢以色列", "likes": 9}, {"original_post_id": "5236444836137908", "comment_id": "5236478867410055", "user": "三省而知自己", "content": "烈火中永生的美军空军小伙是永远扎在犹纳身上的匕首！", "likes": 10}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273225097648969", "text": "马斯克炸场预言：3 年内 AI 机器人取代外科医生？微米级精度让顶级医疗平民化！AI的未来 #比Deepfake更严重的AI出现了# 科技小陶的微博视频 ", "author": "科技小陶", "stats": {"up": 166, "re": 122, "cm": 68}}, "top_comments": [{"original_post_id": "5273225097648969", "comment_id": "5273227509367684", "user": "华子41了", "content": "如果真能实现，外科职业可能要大变革啊。#医疗未来# #科技进展#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923113", "user": "仙73291", "content": "【观点】马斯克预言3年内AI机器人取代外科医生，如微米级精准手术颠覆医疗，AI的未来令人期待，比Deepfake更严重的AI挑战我们，科技改变世界！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227790388107", "user": "白键黑键的微博", "content": "高精度低人文，顶级医疗平民化背后，是生命尊严被倾销的时代症？＼", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227762861569", "user": "寻找貂蝉的吕小布", "content": "然后，我会思考如何构造每个评论。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227733244434", "user": "我是清心斋", "content": "刀刃向内？不如刀刃向外✂️#AI医疗革命进行时#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707810975", "user": "巧玲XX_653_425", "content": "#AI革命将带来医疗革命## 马斯克的预言令人震撼，AI机器人可能在未来取代外科医生，微米级精度将让顶级医疗资源更普及。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707287131", "user": "兰友68_872", "content": "微米级AI技术，医疗不再是有钱人的专属！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227702309347", "user": "雨打梧桐梧桐无语_981", "content": "马斯克的预测令人震撼，AI在医疗领域的应用潜力巨大！让我们共同努力，推动科技进步，为人类带来更好的生活！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227699683888", "user": "xiongying_8342_749", "content": "AI技术的发展让人惊叹，期待它为医疗带来更美好的未来。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923054", "user": "雨打梧桐梧桐无语_981", "content": "这是一个新纪元，由智能引领的第二波医疗革命浪潮已经悄然兴起。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273859146388964", "text": "#建议AI广泛赋能基层医疗#【全国人大代表刘庆峰：#AI已经能看2600种病# 在国家执业医师资格考试 超过99%基层医生 赋能基层医疗｜一财探两会】今年全国两会期间，全国人大代表刘庆峰介绍，我国医疗 AI 已具备诊断2600 种疾病的能力，在国家执业医师资格考试中成绩优于99% 基层医生，可广泛赋能基层医疗 ...全文", "author": "第一财经日报", "stats": {"up": 6, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5273859146388964", "comment_id": "5274060460392990", "user": "顽童游玩", "content": "简单的事情复杂化就是想坑人害人", "likes": 0}, {"original_post_id": "5273859146388964", "comment_id": "5273940693883015", "user": "正义使官", "content": "我去你骂了隔壁", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273531861434600", "text": "全国政协委员王建安：医疗AI运用直接牵涉病人的生命问题，要考虑安全性、透明性和伦理性。#从浙出发看两会# 小强热线-浙江教科的微博视频 ", "author": "小强热线-浙江教科", "stats": {"up": 8, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5273531861434600", "comment_id": "5273767242106257", "user": "周先生170907", "content": "", "likes": 0}, {"original_post_id": "5273531861434600", "comment_id": "5273556557758979", "user": "yxf有缘", "content": "这位委员的话有点道理", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272877818710702", "text": "英伟达调研报告：医疗AI全面爆发，智能体成新风口！人工智能正在以前所未有的速度渗透医疗健康与生命科学行业。近日英伟达面向全球600余名行业从业者开展的调研显示，该领域的AI应用正快速进入成熟期，生成式AI首度超越数据分析成为最热门工作负载，智能体AI崭露头角，而AI投资带来的商业回报正在持 ...全文", "author": "哈勃观察员", "stats": {"up": 7, "re": 7, "cm": 2}}, "top_comments": [{"original_post_id": "5272877818710702", "comment_id": "5273049024693021", "user": "不记白勺", "content": "我都觉得大部分医院好关门了，比好多医生都准确全面滴水不漏", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273604847572725", "text": "【#刘庆峰称AI能考赢99%基层医生#】#微观两会# 3月6日晚，全国人大代表、科大讯飞董事长刘庆峰在接受媒体采访时回应了“AI医疗”相关话题。他表示，基层常见病300种，AI已经可以看2600多种，且在国家职业医师资格考试中可超过99%的基层医生。“再往后它不仅仅是能看病，还能够成为每个人的健康助手，在 ...全文", "author": "中国新闻网", "stats": {"up": 18, "re": 2, "cm": 11}}, "top_comments": [{"original_post_id": "5273604847572725", "comment_id": "5273606109005386", "user": "逃出循环__1469", "content": "别别别", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273614938801057", "user": "只是一个路过的吃瓜人士", "content": "完全同意，同时要求看病出现问题时，患者可以向AI提供方追责要求赔偿。", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273604876932827", "user": "玩个球", "content": "这怎么说呢", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273782990408029", "user": "心动肉骨茶", "content": "你对AI医疗有什么评价？ @千问", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5271799569057070", "text": "会打字，就会做视频。#AI陪你健康过大年# 800+医疗博主，500+条AI视频，12，00万+阅读。有人用AI提效，有人用AI破局，有人用AI跑出爆款。三个真心话：🔹Prompt越具体，AI越听话🔹专业内容，必须“人审机出”🔹无论你在哪一层，AI都给你往上走的台阶收官是序章。#最AI的健康派# 来了— ...全文", "author": "微博健康", "stats": {"up": 78, "re": 92, "cm": 90}}, "top_comments": [{"original_post_id": "5271799569057070", "comment_id": "5271969676657174", "user": "微博泛生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271969596445407", "user": "���博儿童健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271966858613932", "user": "新浪健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959464313886", "user": "新浪中医药", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959147643280", "user": "微博中医药", "content": "#最AI的健康派# 来了—— 🎁 三大玩法： ❶ #医疗AI大起底#｜实操拆解最新AI产品，给你更多选择建议 ❷ #健康奥斯卡#｜用AI记录身边的健康故事，让医疗科普更有趣 ❸ #AI健康智聊局#｜直播对谈栏目，开启「AI×健康」的跨界智识碰撞", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271823780677218", "user": "微博健康生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271802432982616", "user": "大眼仔心理", "content": "800+医疗博主，500+条AI视频，1200万+阅读。 有人用AI提效，有人用AI破局，有人用AI跑出爆款。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801925733537", "user": "微博医生社区", "content": "会打字，就会做视频，800+博主共创", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801234196358", "user": "仰头吃甜甜2462840787", "content": "# AI与医疗的奇妙融合 # 智能科技助力健康科普", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800847794724", "user": "128455你好", "content": "AI技术让医学更智能，健康过大年更安心", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800805854639", "user": "小运气也开心", "content": "AI助力医疗科普，创新互动新体验，共筑健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800797988014", "user": "暴富小甜豆1", "content": "AI助力科普，医疗内容焕新，共探健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800792753315", "user": "日进斗金小锦鲤1", "content": "AI医疗科普新风向，让健康科普更有趣！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800793797973", "user": "橘子海边游", "content": "AI助力健康科普，让信息传播更高效，期待新玩法！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800919622267", "user": "涟漪波纹520", "content": "一起来参与吧#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800876368515", "user": "馨馨宝miko啾啾咪", "content": "很实用", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271938129724537", "user": "美好如期而至yy", "content": "谢谢科普老师辛苦", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271907966386398", "user": "坚持自己的脚步", "content": "@千问 如何让ai与生活结合起来", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801133269050", "user": "ldn浅墨丶初白", "content": "AI技术太厉害了，让医学更智能，健康安心过大年", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801086346092", "user": "青山远黛259695", "content": "健康第一健康过大年", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272857690245731", "text": "【#AI问诊直击就医痛点#】#AI问诊亮相全国两会# 3月4日，随着全国政协十四届四次会议的开幕，全国正式进入2026年“两会时间”。民生关切始终是会场内外的核心议题，而“看病难、看专家更难”的就医痛点，更是屡屡成为代表委员们热议的焦点。名医号一号难求、就诊排队耗时长、医生叮嘱转头就忘……这些 ...全文", "author": "封面新闻", "stats": {"up": 15, "re": 5, "cm": 4}}, "top_comments": [{"original_post_id": "5272857690245731", "comment_id": "5272860228585380", "user": "封面新闻", "content": "【#AI问诊直击就医痛点#】#AI问诊亮相全国两会#", "likes": 0}, {"original_post_id": "5272857690245731", "comment_id": "5272860195034426", "user": "封面新闻", "content": "2026年全国两会期间，@封面新闻 携手四川省人民医院推出AI问诊智能体，开启“AI+医疗”创新实践，让大众看到“名医团队随身带”的健康服务新可能。", "likes": 0}, {"original_post_id": "5272857690245731", "comment_id": "5272860165408077", "user": "封面新闻", "content": "3月4日，随着全国政协十四届四次会议的开幕，全国正式进入2026年“两会时间”。民生关切始终是会场内外的核心议题，而“看病难、看专家更难”的就医痛点，更是屡屡成为代表委员们热议的焦点。名医号一号难求、就诊排队耗时长、医生叮嘱转头就忘……这些老百姓就医路上的烦心事，如今有了科技新解法。", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5232576484608282", "text": "AI医疗 过去几年，生成式AI在蛋白折叠预测、临床试验模拟、基因编辑设计等方向持续取得突破，这类工具开始在研发体系内部打开新的价值空间。制药行业的下一轮增长，很可能来自AI反哺带来的估值重构。这意味着资本流向将发生迁移，AI时代真正的强势买家不是科技公司，而是生物科学公司。 ...全文", "author": "昕巴哒", "stats": {"up": 231, "re": 55, "cm": 18}}, "top_comments": [{"original_post_id": "5232576484608282", "comment_id": "5234105096863749", "user": "不要动我的流浪气球", "content": "据我所知在法律领域，所谓的AI会自我杜撰、虚构不存在的法律条文、案例。那么其他领域会不会也存在虚构、杜撰？", "likes": 5}, {"original_post_id": "5232576484608282", "comment_id": "5233033118486523", "user": "JY三七JUN", "content": "数量越多，越不是生命最基本的东西。地球上只有二十几种氨基酸，核酸也只有大约4个基本结构模块。", "likes": 6}, {"original_post_id": "5232576484608282", "comment_id": "5233689164254721", "user": "禾口丶风", "content": "谷歌旗下的", "likes": 1}, {"original_post_id": "5232576484608282", "comment_id": "5232878599799358", "user": "令成功", "content": "颜宁回国的原因。", "likes": 9}, {"original_post_id": "5232576484608282", "comment_id": "5235222841131154", "user": "我跟你说噢", "content": "@朱祐臻Repearl", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5263349769832311", "text": "#我国生成式AI用户超6亿人# 不得不说，AI真的悄悄改变了我们的生活。从几秒生成装修方案、AI辅助医疗筛查，到农业增产、工业提效，技术正从“炫酷概念”变成日常工具。近七成年轻用户在用，说明它已不是少数人的科技玩具。AI的价值远不止“流量狂欢”。它正重塑产业——电网预测更精准，生产线换型 ...全文", "author": "新物种说-Dylen", "stats": {"up": 2, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5263349769832311", "comment_id": "5263358454400452", "user": "空瓶瓶2018", "content": "点赞", "likes": 0}, {"original_post_id": "5263349769832311", "comment_id": "5263358433691733", "user": "空瓶瓶2018", "content": "", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5257542966181906", "text": "【从创业之国到人工智能之国】以色列拥有超过 2300 家人工智能初创公司，在生成式AI、网络安全、医疗保健等领域不断取得突破性进展，是全球最具活力的人工智能生态系统之一。从前沿研究到实际应用，以色列的创新者们正在证明，这个“创业之国”如今已蜕变为“人工智能之国”，他们正在为定义未来的 ...全文", "author": "以色列驻华使馆", "stats": {"up": 92, "re": 21, "cm": 20}}, "top_comments": [{"original_post_id": "5257542966181906", "comment_id": "5257641630892650", "user": "汤本", "content": "以色列走在世界人工智能产业的前端！祝贺以色列！", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257584422686693", "user": "雪小弱-Sarah", "content": "棒棒哒~", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257960273479239", "user": "LESS-IS-MORE-PIPI", "content": "祝贺你们 这是最后的斗争 团结起来到明天 归还被占领土 解放巴勒斯坦 就一定要实现", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5257567023661612", "user": "版纳东鸽", "content": "转发微博", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5258115251699881", "user": "用户8989538413", "content": "为人类做出了贡献", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257873913286114", "user": "良禽鸷鸟", "content": "祝贺！", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257816954896711", "user": "无系之舟007", "content": "被天父拣选的一族。也被历练的很辛苦吧", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5247799761307138", "text": "【#宁波这场AI大赛10亿授信力挺创新#】12月24日，第二届“AI宁波”人工智能赋能产业大赛鄞州赛区决赛暨鄞州区首届人工智能创业大赛举行。参赛项目涵盖AI+医疗、智能制造、智能软件等多个领域。经过激烈角逐，“AR/VR智能眼镜模组”荣获大赛特等奖。项目负责人张博士谈及感受时表示：“这次比赛的组织 ...全文", "author": "宁波日报", "stats": {"up": 6, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5247799761307138", "comment_id": "5247844302717040", "user": "更木123123", "content": "#宁波这场AI大赛10亿授信力挺创新#", "likes": 1}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5226485319208202", "text": "#被罗永浩找到了带货新赛道#AI健康管理的核心优势在于技术重构服务模式。通过可穿戴设备、多模态数据融合和生成式AI，实现从“治疗”到“预防”的转变。例如，AI脉诊仪3分钟生成体质报告，血糖管理智能体结合实时数据降低并发症风险28%。技术还推动医疗资源下沉，远程诊疗使偏远地区享受三甲医院服务， ...全文", "author": "日月泽泱", "stats": {"up": 62, "re": 21, "cm": 21}}, "top_comments": [{"original_post_id": "5226485319208202", "comment_id": "5226486122418294", "user": "我才不像你那么没用", "content": "这也算是找到了属于自己的新赛道了", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486116386588", "user": "红星闪闪土豆泥52", "content": "从治疗变预防，远程诊疗还能缓解资源不均问题", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486111929336", "user": "我可真没用", "content": "罗永浩老师真是厉害了，这一波还真是让我意外呢", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226485946518837", "user": "梦醒风清听水声", "content": "觉得罗永浩新带货路子很圈粉，不只是卖货更像分享生活好物", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486124516235", "user": "今天吃到芋圆啵啵了吗", "content": "管理家人健康有科技帮忙 省不少心", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5223228169258741", "text": "【#我国538款生成式AI服务完成备案# #AI分分钟就能初筛抑郁#】中国互联网络信息中心今天（18日）发布报告，我国生成式人工智能产品用户规模已达5.15亿人，普及率达36.5%。截至今年8月，我国累计有538款生成式人工智能服务完成备案，263款生成式人工智能应用或功能完成登记。深圳一家装修企业已经将AI技 ...全文", "author": "央视财经", "stats": {"up": 43, "re": 64, "cm": 12}}, "top_comments": [{"original_post_id": "5223228169258741", "comment_id": "5223458927021935", "user": "君扬养殖", "content": "转发微博", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228319990032", "user": "今天雷暴渝", "content": "感谢科普", "likes": 1}, {"original_post_id": "5223228169258741", "comment_id": "5223554291340689", "user": "生死苦樂21797", "content": "赞666双击赞666双击", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223366871220459", "user": "linke空间", "content": "", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223289963675823", "user": "博学微薄", "content": "报备不算啥，底层是啥做的，只是应用而已", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223540200311196", "user": "付玉祥", "content": "AI创造“新生活”", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223231170544674", "user": "欣上有栩宁", "content": "感谢科普", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223235781921176", "user": "开发区毛王贸易", "content": "我国538款生成式AI服务完成备案", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228595507862", "user": "没看my", "content": "感谢科普", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239313608737591", "text": "【#韩男子借AI无照行医被移送检方#】据韩国《中央日报》11月30日报道，一男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。该男子去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有咨询过 ...全文", "author": "逐光新闻", "stats": {"up": 5, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5239313608737591", "comment_id": "5239440780035223", "user": "星期五女孩", "content": "非法行医", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5268025169151423", "text": "分享视频 南方医院关节医生王健的微博视频 ", "author": "南方医院关节医生王健", "stats": {"up": 5, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5268025169151423", "comment_id": "5268454036736035", "user": "杨悦1", "content": "新年快乐", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5234680124932472", "text": "【世卫组织警告：医疗AI快速扩张，法律与伦理保障严重滞后】世卫组织欧洲区域办事处发布最新报告称，人工智能正迅速改变医疗体系，但多数国家在法律、伦理和责任标准方面准备不足，难以���效保护患者与医务人员。报告显示，仅4国制定医疗AI国家战略，86%的国家认为法律不确定性是主要障碍。世卫组织警 ...全文", "author": "联合国新闻中心", "stats": {"up": 12, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5234680124932472", "comment_id": "5234740034538823", "user": "世界科学家联盟主任卢杲", "content": "", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239369783053797", "text": "【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健# 为深入实施“人工智能+”行动，杭州市卫生健康委围绕国家人工智能应用中试基地（医疗）落户杭州，聚焦优化患者就医体验、提升医务人员工作质效、强化精细化管理与智能决策支持等三个方向，持续推动人工智能赋能医疗健康工作，高水平推进医学人工智 ...全文", "author": "健康杭州", "stats": {"up": 53, "re": 0, "cm": 22}}, "top_comments": [{"original_post_id": "5239369783053797", "comment_id": "5239371437444161", "user": "李子炖雪菜", "content": "持续关注！", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239429029432400", "user": "文旅成都", "content": "周二好呀@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239420022163495", "user": "武侯发布", "content": "关注！~ @健康杭州!", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239412743212163", "user": "西南铁路", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239408995599215", "user": "泰州消防", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239384483824565", "user": "文旅阿坝", "content": "关注@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239397630348453", "user": "清梦ya-星河", "content": "关注【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健#", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239729102522269", "user": "对话陕西", "content": "来了", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239723981279264", "user": "东丽融媒", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239536163496230", "user": "平顶山网信", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239516761950863", "user": "暖暖小盐", "content": "持续关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239724417483842", "user": "平安德昌", "content": "@健康杭州 关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239530189756734", "user": "江夏检察", "content": "关注", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5191510137768061", "text": "#医生建议轻微症状先咨询AI#总体来说，人口大国的医疗资源是稀缺的，特别是大城市，基层一线的医务人员很多都是连轴转，对于一些轻微的头疼脑热，去大医院就诊费时费力，但有时候疾病的发展往往出乎人的预料，所以具体情况具体对待，毕竟，机器(人工智能)代替不了医生的角色。#热点观点# ...全文", "author": "格式化52756", "stats": {"up": 10, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5191510137768061", "comment_id": "5191599239993082", "user": "文秀佳", "content": "我也这么觉得", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191570049208082", "user": "漠宏庵", "content": "", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191515695483232", "user": "娜音乐艺术团阿美", "content": "格格吉祥如意，健康快乐", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191511719543608", "user": "守护夏都", "content": "", "likes": 1}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜��正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5158350435915846", "text": "4月21日，日本大阪都会大学医学团队发布研究报告称，生成式AI在医疗诊断中的平均准确率达52.1%，首次与非专家医生水平持平。同时，哈佛、斯坦福等机构的研究也显示，OpenAI的o1 - preview模型在143个疑难病例中诊断准确率达80%，远超医生30%的水平。这些都表明，医疗领域一场大变革正在到来。 ...全文", "author": "哈勃观察员", "stats": {"up": 21, "re": 6, "cm": 3}}, "top_comments": [{"original_post_id": "5158350435915846", "comment_id": "5158368126700803", "user": "教授老头", "content": "", "likes": 1}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110373759322486", "text": "2024年的医疗AI领域，随着大语言模型和生成式AI技术的快速发展，包括互联网医疗、医学影像、新药研发等在内的多场景中的AI技术都在释放出前所未有的价值。行业人士普遍认为，“医疗+AI”前景广阔，无论患者还是医生，都将在这场科技革命中受益。医疗成AI商业化落地的明确方向进入2024年，AI在一 ...全文", "author": "看二三股", "stats": {"up": 25, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5110373759322486", "comment_id": "5110532929226542", "user": "陈洪稳", "content": "", "likes": 1}, {"original_post_id": "5110373759322486", "comment_id": "5111414932900138", "user": "菜粥玉米包", "content": "美年健康怎么样，老师", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110380696701388", "user": "许学军93741", "content": "", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110377824387362", "user": "Wait1945184", "content": "", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5137992320029430", "text": "【#医生担忧AI医生的能力被夸大#】#瑞金医院用AI救回程序员消息不实#生成式AI正在快速席卷医疗行业，针对AI医疗系统的炒作也在愈演愈烈。很多医生都对此表达了担忧——在生成式AI大模型兴起后，AI医生的能力被夸大了，仿佛什么病都会看了；还有不少患者直接拿着DeepSeek的诊断结果来向医生咨询。有临 ...全文", "author": "第一财经日报", "stats": {"up": 32, "re": 15, "cm": 6}}, "top_comments": [{"original_post_id": "5137992320029430", "comment_id": "5138026089417717", "user": "微博辟谣", "content": "#微博辟谣# 瑞金医院用AI救回程序员消息不实", "likes": 1}, {"original_post_id": "5137992320029430", "comment_id": "5139535580366583", "user": "江苏好网民", "content": "转发微博", "likes": 0}, {"original_post_id": "5137992320029430", "comment_id": "5139486104624909", "user": "会飞的猪吧哈哈", "content": "就算真的也要辟谣的，因为这样冲击太大了，医生就要缩减了", "likes": 2}, {"original_post_id": "5137992320029430", "comment_id": "5139326745184860", "user": "你的双大哥哥", "content": "造谣一张嘴，辟谣跑断腿", "likes": 1}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5268398377272840", "text": "讲个故事。春节期间中国科研团队在医疗界又出王炸了。如果告诉你，现在有一个AI医生，它能像人类一样“思考”，把诊断的每一步都摊开给你看——你会相信它吗？就在昨天，上海交通大学联合新华医院、上海人工智能实验室和哈佛医学院共同组成的研发团队的成果登上了《自然》杂志 。这个成果有个名称： ...全文", "author": "荐见", "stats": {"up": 73, "re": 53, "cm": 8}}, "top_comments": [{"original_post_id": "5268398377272840", "comment_id": "5268742024990084", "user": "荐见", "content": "推荐一本我在2010年出版的《做官》给大家，这本书是我在13次重大的城市危机和公共危机时刻，采访的13位核心决策的官员，你能从中看到你从不了解的权力的另一面。 这本当年畅销书，已经不会再版了，二手书市场也已经炒到了几百块。 我要把它送给你，怎么获得呢？请到荐见美学公众号，发送关键词：666", "likes": 4}, {"original_post_id": "5268398377272840", "comment_id": "5268519105333943", "user": "荐见", "content": "//@斯文败类w律师:罕见病智能诊断系统：DeepRare。也���称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 1}, {"original_post_id": "5268398377272840", "comment_id": "5268717904858813", "user": "子乐健康", "content": "这个Nature的第二通讯是刚刚卸任的新华医院前院长孙锟，现任上海交通大学医学院儿科学院院长，是不是有望再次冲刺院士了", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268467120869126", "user": "斯文败类w律师", "content": "罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5269736612168157", "user": "规则第二条空", "content": "", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268719724659604", "user": "瘦搜恩今天瘦了", "content": "医疗界用ai最难对付的口子是伦理，在完美的法律法规条例出台之前，没有人愿意为ai机器人担责，哪怕马斯克亲自直播用达芬奇机器人ai外科 无真人帮他手术，也难普及", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5245418099442177", "text": "这位医生的确「功德无量」。但是说句公道话，这种所谓普通医生不能识别或者大概率会错过的的东西，在人工智能眼里根本就是不可能错过的「小儿科」。你们嘴里再功德无量的医生，很可能也就是普通的人工智能的水平。这个案例无非再次说明，不能相信普通医生。医生是最先应该被人工智能取代的职业之 ...全文", "author": "褚明宇", "stats": {"up": 134, "re": 29, "cm": 22}}, "top_comments": [{"original_post_id": "5245418099442177", "comment_id": "5245420559401018", "user": "wudan", "content": "做免疫组化不就是为了看那个嘛，这应该是每个肿瘤科大夫的基本操作啊，怎么就能吹成功德无量了。", "likes": 9}, {"original_post_id": "5245418099442177", "comment_id": "5245482919527775", "user": "ffernbai", "content": "医生的受教育程度普遍较低", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245456368272120", "user": "萧寒LemLi", "content": "哎我也觉得医生不行，只是感觉人类这个群体想拿掉 legal liability 和 moral responsibility 太难了… 往好了想，希望 AI 可以减轻医生压力造福患者吧", "likes": 3}, {"original_post_id": "5245418099442177", "comment_id": "5245934709768508", "user": "悅遠_", "content": "又一次感受普通人的不靠谱。", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245486769374513", "user": "NormanJiang", "content": "人工智能太打破信息差了", "likes": 2}, {"original_post_id": "5245418099442177", "comment_id": "5246409712603197", "user": "Jeremy-邵磊", "content": "", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245615741338105", "user": "蓝田坝硬汉", "content": "非结构化数据用OCR技术提取，再写个牛逼靠谱专业的prompt，再利用大语言模型的能力，应该能搞定吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245490254057155", "user": "国贸桥下", "content": "赞同", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245474136655112", "user": "海右寄余生", "content": "都是日常工作而已。这，功德无量的门槛也太低了吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245659106248734", "user": "夏老七-", "content": "因为医生的认知水平参差不齐，父亲生病，我查到免疫组化如果dnmr可以适配免疫疗法，预后很好几乎不用手术，就咨询了三位医生，一位医生没听过，一位说术后再测，只有一位是术前测。虽然因为最新的指南尚未明确，业界未达共识，但是医生的认知水平真的差太多了，还不如我做的功课，确实颠覆了以往认知。", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245524447593691", "user": "有点迷糊1989", "content": "我进球后不庆祝，因为进球就是我的本职工作,你见过邮差把信件送达后庆祝的吗？看到这个新闻突然想起巴洛特利这段采访", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245714934269811", "user": "麦子俊的丈母娘", "content": "这是好事", "likes": 1}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272726294236103", "text": "现在各地卫健委猛推，人工智能+医学，我算是起了大早，啥都没有赶上，很多政策，从中央到各行各业，再到具体落实的条款，具有滞后性。在大模型面前，大部分医生的确显得“无力”，所以，也不需要区分，好医生，坏医生了。未来都是人工智能医生。 ", "author": "肝病梁韬", "stats": {"up": 12, "re": 1, "cm": 8}}, "top_comments": [{"original_post_id": "5272726294236103", "comment_id": "5272802319931442", "user": "内镜满医生", "content": "医生搞AI没企业一起是弄不成的，需要非常专业的人才和大量资金投入的", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272747829889339", "user": "不神经的神经叨", "content": "兄弟，这就是平台的重要性呐。", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272753383148565", "user": "plaza662017", "content": "谢谢能谈谈新舒沐吗？", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272875722085824", "user": "东山风起时", "content": "你起大早赶的恒科直接摘果子", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5223037911171576", "text": "中国推出了人工智能卫生服务站，完全不需要人类医生。这些先进的展台扫描生命体征，进行基本检查，用AI在几分钟内诊断常见疾病。每个单元都包括传感器、照相机和用于非处方药的自动分配器。患者走进医院，输入症状，并接受即时处方，如果需要也可以转诊到医院。这些信息亭部署在地铁站、购物中心和农村 ...全文", "author": "孤烟暮蝉", "stats": {"up": 155, "re": 27, "cm": 19}}, "top_comments": [{"original_post_id": "5223037911171576", "comment_id": "5223046155864135", "user": "空山清雨竹间摇", "content": "这个太好了。相当于极大的提高了医疗效率。一些最简单的测量，以前需要到诊所，还有医生限制，现在通过科技，可以大量布置。（而且这也不纯是花费，检查到位，本身可以有助于早点发现问题，医疗介入，可以降低医疗成本，提高全民健康。）", "likes": 15}, {"original_post_id": "5223037911171576", "comment_id": "5223044688905917", "user": "红豆泥斯密嘛蛇", "content": "挺好的 以后就没医闹了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223417663720915", "user": "学海仰泳爱好者", "content": "现在结合中医的诊断设备设备", "likes": 1}, {"original_post_id": "5223037911171576", "comment_id": "5223426742550710", "user": "看得见的那片海", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223182887292967", "user": "Nicky526", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223052344559058", "user": "DD星浪", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223812858905467", "user": "呼吸困难4308", "content": "不太可能吧", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223532661576175", "user": "哓球星", "content": "ai画的吗？", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223167959765708", "user": "上海猪猫", "content": "这AI图，你能不能稍微把把关啊", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223048421577070", "user": "公举么么哒___", "content": "某些生物：以后连医生都要失业了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223867427062700", "user": "嗚蘇狸狸", "content": "Maya～小說情節具象化了太棒惹", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5270981180129312", "text": "8年内会消失的工作岗位，分别是：驾驶员、医生、外科医生、程序员、教师、律师、艺术家、流水线工人、士兵...... ", "author": "科技INF", "stats": {"up": 15, "re": 7, "cm": 11}}, "top_comments": [{"original_post_id": "5270981180129312", "comment_id": "5270983694881933", "user": "我爱娜娜C", "content": "怎么没写演员", "likes": 1}, {"original_post_id": "5270981180129312", "comment_id": "5271069800009682", "user": "福爷A", "content": "AI越发达 艺术越无价 所以艺术家不会消失", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5271204829334215", "user": "涛声依旧之夜", "content": "纯粹胡扯", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5270988350557248", "user": "阿黄阿晃", "content": "医生真的是把命交给机器人了啊", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983170854168", "user": "李科_无锡", "content": "只有AI老师的话，学生们可是开心坏了。", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983331548469", "user": "PushGoodPace", "content": "还有发微博贴靠的，纯ai发一大波想发多少矩阵随随便便", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271626040215451", "user": "吴淞江口", "content": "完全扯淡", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271430606356488", "user": "Airballoonx", "content": "一个都不能", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273064665517583", "text": "【全国政协委员周清：#建议采用人工智能开展基层医生培训#】#建议提升基层医生抗肿瘤能力# 3月4日，全国政协委员周清接受采访称：“提升基层的规���化抗肿瘤能力，首先要提升医生的诊治水平，我们将采用一些人工智能的方式，加强基层医生对最前沿知识的培训；通过国家层面推广教育项目，提高基层医生的 ...全文", "author": "大象新闻", "stats": {"up": 2, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273064665517583", "comment_id": "5273084408892525", "user": "锦潇阁主", "content": "直接给群众科普宣传啊", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273388998460267", "text": "#被武汉的硬核实力震撼到了# 【武汉用人工智能撕掉了“谈癌色变”的标签】央视纪录片《江城浩歌》聚焦武汉，第二集《未来之光》：武汉用人工智能撕掉了“谈癌色变”的标签。以前，医生在显微镜下找癌细胞如同大海捞针，费眼费力费时。现在，兰丁智能通过自主研发的AI模型只需2分钟就能完成初步诊断， ...全文", "author": "武汉广播电视台", "stats": {"up": 2, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5273388998460267", "comment_id": "5273406073472480", "user": "搜奇武汉", "content": "#被武汉的硬核实力震撼到了# #武汉正推动中国车谷加速迈向世界车谷# #汉马终点首次设置在青山江滩# 厉害哦", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5212897129269547", "text": "穿这身，出gai！另外是谁拥有自己的banner鸭 上海·上海国际时尚中心 抽奖详情 ", "author": "麻醉医生凌楚眠", "stats": {"up": 244, "re": 45, "cm": 79}}, "top_comments": [{"original_post_id": "5212897129269547", "comment_id": "5212905054146975", "user": "方脑壳邓铂鋆", "content": "胖了，像观网的施佬", "likes": 8}, {"original_post_id": "5212897129269547", "comment_id": "5213060504486794", "user": "麻醉医生凌楚眠", "content": "领完奖俺也抽个奖！转发原博抽5名小可爱送现金🧧，后天开奖！", "likes": 2}, {"original_post_id": "5212897129269547", "comment_id": "5213068633576415", "user": "方脑壳邓铂鋆", "content": "", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212950306491208", "user": "小儿内分泌林医生", "content": "协和最靓的仔", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899046067517", "user": "急诊石头哥", "content": "太帅辣", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213072103047657", "user": "最后一支Dopamine", "content": "转发微博🧧", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212918922084961", "user": "最后一支Dopamine", "content": "墩墩爸爸周末去上海度假了，随便开个会…", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212932086434586", "user": "再管闲事就剁手的甜椒", "content": "差点看成出gay", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899058649418", "user": "一额__", "content": "这不得和自己的banner合一张", "likes": 4}, {"original_post_id": "5212897129269547", "comment_id": "5212945313435498", "user": "神采熠熠生光", "content": "这个西装老适合了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899759099699", "user": "DrifterTian1117", "content": "没去厦门啊", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212910340539845", "user": "埃尔比利斯", "content": "圆脸", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212906973037776", "user": "星球下坠", "content": "肚子变大了", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5213789802202974", "user": "孙昌洲牙医-Dental丹淘熊妈妈", "content": "👍", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213070691665262", "user": "lxh611", "content": "转一个，万一中奖了哈", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213067182866489", "user": "小牙爱娱乐", "content": "来看帅医生", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213066498673327", "user": "睡觉觉的点儿胖", "content": "胖帅胖帅的", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212960270321406", "user": "脆皮阿橙", "content": "脸是修得有点尖", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212924383331542", "user": "累了不说了", "content": "第一张我以为是老宫了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212922326289352", "user": "Ms徐美丽", "content": "哈哈帅", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5256829059730451", "text": "gai GAI医生亲自坐诊，歌到病除，妙嗓回春，3月7日新加坡见！@GAI周延 @GAI进化论2026巡回演唱会 #GAI进化论2026世界巡演官宣##GAI2026世界巡回演唱会##让世界看到GAI进化论# ", "author": "星空他看了一千零一夜_", "stats": {"up": 8, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5256829059730451", "comment_id": "5256874697954093", "user": "迟迟弟弟", "content": "这就去挂号", "likes": 0}, {"original_post_id": "5256829059730451", "comment_id": "5256836254271496", "user": "衬衫九磅不还价CC", "content": "期待期待！", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5175102917574685", "text": "来找周延医生看看gai ", "author": "小谢小谢想吃宵夜", "stats": {"up": 8, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5175102917574685", "comment_id": "5175103314723627", "user": "吃瓜罗伯特", "content": "GAI哥这是要跨界当医生了？", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5207462618599482", "text": "终于要取钉子了，医生说取完还要拄拐一段时间，希望不要耽误11月的GAI进化论 ", "author": "NAS招财进宝", "stats": {"up": 17, "re": 0, "cm": 12}}, "top_comments": [{"original_post_id": "5207462618599482", "comment_id": "5207481152438923", "user": "NAS招财进宝", "content": "谢谢大家关心！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495158795164", "user": "Smurkcc", "content": "早点好起来哦", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207487401953415", "user": "艾星鱼", "content": "祝叔叔一切顺利", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207468072240361", "user": "_ibex", "content": "早日康复啊", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207466719576991", "user": "北风是他所拥有的一切", "content": "", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465012495108", "user": "闪光独角兽比比大王", "content": "早日康复！！！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207496572273807", "user": "_霹雳乖兽", "content": "早日康复！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495272040873", "user": "球球球球球13", "content": "加油", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207474451514813", "user": "半杯杯杯永远在吃土", "content": "早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207463848576702", "user": "墨痕染玥", "content": "我的天 早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465660516985", "user": "超级无敌柚柚", "content": "早日康复啊", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5044780885088659", "text": "护工与主治医生 #GAI艾热双冠合唱# ", "author": "超级无敌付三金", "stats": {"up": 64, "re": 10, "cm": 11}}, "top_comments": [{"original_post_id": "5044780885088659", "comment_id": "5044858648003049", "user": "蛋蛋蛋蛋黄0_0", "content": "推轮椅的明明是家属", "likes": 2}, {"original_post_id": "5044780885088659", "comment_id": "5044836581247265", "user": "_ibex", "content": "哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044792049799649", "user": "阿爽子呀", "content": "哈哈哈哈笑死", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044845355206718", "user": "天破了个窟窿", "content": "庆帝与范建 //@赵飞___:哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044826626065117", "user": "peachmumbled", "content": "哈哈哈哈哈啊哈哈哈哈", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044784044180952", "user": "Fedat_1027", "content": "好好好", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044815307477720", "user": "树妖儿哇", "content": "噗哈哈哈哈哈哈，笑鼠", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044796504148100", "user": "刘刘刘壹壹壹", "content": "", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "4955733869991178", "text": "下午和苏医生去逛gai，晚上回来我去买瑞幸，苏医生听说有汤姆和杰瑞的联名贴纸，兴奋的不得了。结果我们这边这家店贴纸送完了，苏医生瞬间垮起个批脸，就像个没得到玩具的小孩！店员赶紧多给我们塞了几个杯套。苏医生小声哔哔：\"我明天还要来买，我就要贴纸！\"晚饭吃了虾锅，我说：\"少点一些，美女不 ...全文", "author": "小茶要多吃糖", "stats": {"up": 150, "re": 0, "cm": 57}}, "top_comments": [{"original_post_id": "4955733869991178", "comment_id": "4955754966811092", "user": "hhcmc", "content": "汤姆和杰瑞真的大爱为了贴纸我请老板喝了咖啡", "likes": 4}, {"original_post_id": "4955733869991178", "comment_id": "4955752755365014", "user": "喇叭喇叭喇叭开", "content": "我也喝啦", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955734422848833", "user": "wuli欣欣呀1124", "content": "肯定是弄错了，他点的明明是面条", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955771483461350", "user": "六六过过过-", "content": "喝啦", "likes": 1}, {"original_post_id": "4955733869991178", "comment_id": "4955738507841569", "user": "_7for7_", "content": "我有贴纸，但杯套只有一种", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955748720708994", "user": "OayEliauk_", "content": "送了这么多杯套是我没想到的", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734095168981", "user": "YooooPuppy", "content": "哈哈哈哈哈哈哈哈，多点一碗米饭自己吃吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955834914963476", "user": "睡眠艺术家-_-i", "content": "苏老师是饭桶+面桶吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734099362616", "user": "呐呐呐米", "content": "哈哈哈哈哈苏医生的童心吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4956032214240841", "user": "林格90927", "content": "为啥我不能发图", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955835496661534", "user": "一个熙宝贝呀", "content": "我也没拿到贴纸甚至没有杯套", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955777682112529", "user": "张张张胖点儿", "content": "我也想喝了 秋天了", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955764094144452", "user": "一叶栀子y", "content": "逛gai，这很湖北", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955753577712284", "user": "你可曾遇见过风·Yumiss", "content": "哈哈哈哈哈哈哈哈哈六哥离不开碳水", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955749463361861", "user": "九木德-Yee", "content": "苏医生真的是主食永远不少", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955743570366595", "user": "念念不忘的小刘", "content": "再点一份米饭", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955736330732343", "user": "星辰漫步者_917", "content": "娃娃~好多娃娃~软乎乎的娃娃嘿嘿", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735807495308", "user": "拾柒__shiqi", "content": "苏老六：吃！多吃点", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735228942575", "user": "葵葵葵葵鹅", "content": "老六：我舅🐛你吧，看不见等于没吃", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734507520378", "user": "奶黄芝麻豆沙包-", "content": "哈哈哈哈 杯套我拍了个照就扔了", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5236554756785979", "text": "《柳叶刀》（The Lancet）发表一篇社论，探讨生成式人工智能（AI）在改善医疗行政工作和提升医患关系中的潜力与挑战。网页链接文章指出，AI可以帮助医务人员更纯粹地看待患者，而免受文书工作、分心或疲劳的困扰。若运用得当，AI不会取代照护；相反，它可以帮助我们重新发现照护的真正意义 ...全文", "author": "柳叶刀TheLancet", "stats": {"up": 1, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5236554756785979", "comment_id": "5236564913553825", "user": "营养医师王兴国", "content": "专门的医疗AI的水平很容易超过大部分临床医生的水平，医疗领域的AI应用是最有前景的领域之一。", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5157783729342715", "text": "【AI医疗诊断与非专家医生相当：平均准确率达52.1%】大阪都会大学医学研究生院最新研究显示，生成式人工智能（AI）在医疗诊断中的准确率已达非专家医生水平。这项系统性回顾和荟萃分析涵盖了GPT-4、Llama3 70B、Gemini 1.5 Pro和Claude 3 Sonnet等主流AI模型，其中GPT-4的研究应用最为广泛。研究发 ...全文", "author": "快科技官方", "stats": {"up": 3, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5157783729342715", "comment_id": "5157798150672789", "user": "腐乳哈挞薏麦紫米", "content": "可以替代掉了", "likes": 0}, {"original_post_id": "5157783729342715", "comment_id": "5157786213679299", "user": "糟蹋之", "content": "终于知道普通门诊医生的诊断水平啦", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5236444836137908", "text": "助力基因学研究英伟达与以色列医院携手打造个性化医疗人工智能引擎#创新星期一##健康#以色列示巴（Sheba）医疗中心、美国芯片巨头英伟达及纽约西奈山医院正启动一项雄心勃勃的三年项目，投资数千万美元，旨在创建一个研究引擎，利用生成式人工智能来解码大部分人类基因组——人类生命的遗传蓝图—— ...全文", "author": "以色列驻成都总领事馆", "stats": {"up": 385, "re": 3, "cm": 29}}, "top_comments": [{"original_post_id": "5236444836137908", "comment_id": "5236448630672789", "user": "duy1976", "content": "#以军空袭加沙至少24死#【致至少24死87伤！哈马斯强烈谴责以军空袭加沙】以军11月22日称，当天对加沙的巴勒斯坦武装人员发动了空袭。加沙卫生部门称，袭击造成至少24人死亡，另有至少87人受伤，其中包括多名儿童。无论是黎以，叙以，还是巴以，以色列都多次违法停火协议，是个完全没有信誉的国家", "likes": 18}, {"original_post_id": "5236444836137908", "comment_id": "5236448106382367", "user": "duy1976", "content": "#巴勒斯坦球队举横幅抗议加沙种族滅绝# 11月15日，巴勒斯坦男子足球队在西班牙毕尔巴鄂的圣马梅斯体育场进行了一场友谊赛，足球队队员在开场前举起了“停止种族滅绝”的横幅，抗议加沙地带暴行。本次比赛开始前，数千民众还在毕尔巴鄂进行游行，支持巴勒斯坦，反对以色列在加沙地带行径。", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236447859969682", "user": "加油为你点赞", "content": "巴以冲突回放，#失去9个子女的加沙医生也离开了人世# 5月23日，巴勒斯坦医生哈姆迪·纳贾尔在汗尤尼斯的家突遭以色列空袭，他和同为医生的妻子阿拉共有10名子女，其中9人遇难，最小的才1岁，哈姆迪本人也重伤垂危。6月1日，哈姆迪伤重不治，不幸离世……，让一个曾经的12口之家如今只剩下孤儿寡母", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236445938716734", "user": "流雲剑心9", "content": "洗头佬，海德里希，罗姆，希姆莱，奥斯维辛 会永远伴随你们 关爱你们的", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445887597854", "user": "流雲剑心9", "content": "翻译翻译，福尔克·贝纳多特伯爵是被谁嘎的？翻译，来", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445847749273", "user": "流雲剑心9", "content": "以色列内塔者，大才也（大菜叶），头脑清澈（满脑壳都是水），才为世出（几百年才出这么一个玩意）……", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445774088991", "user": "流雲剑心9", "content": "支持阿三派兵支援以色列 照顾以色列女兵！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445700164175", "user": "流雲剑心9", "content": "嘻嗨！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236456403502164", "user": "情谊_繁华似锦", "content": "以色列占领军持续轰炸民居、学校、医院及供水设施。2025年11月22日的空袭中，加沙多地居民住宅和民用车辆遭以色列占领军袭击，伤亡人数中妇女儿童占比最高。联合国数据显示，自2023年10月冲突升级以来，加沙已有超过6.9万名平民死亡，其中近半数为妇女儿童", "likes": 14}, {"original_post_id": "5236444836137908", "comment_id": "5236453648107633", "user": "情谊_繁华似锦", "content": "当地时间2025年11月13日，以色列占领军空袭加��南部汗尤尼斯的欧洲医院，造成至少28人死亡，包括医务人员、患者及救援人员，另有多人受伤。医院周边房屋损毁严重，救援行动因以色列占领军持续炮火受阻", "likes": 13}, {"original_post_id": "5236444836137908", "comment_id": "5236601554736597", "user": "京霾行者", "content": "🇮🇱🇺🇸🇺🇦=💩", "likes": 7}, {"original_post_id": "5236444836137908", "comment_id": "5236483583905458", "user": "摆渡2025", "content": "鸠占鹊巢以色列", "likes": 9}, {"original_post_id": "5236444836137908", "comment_id": "5236478867410055", "user": "三省而知自己", "content": "烈火中永生的美军空军小伙是永远扎在犹纳身上的匕首！", "likes": 10}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239313608737591", "text": "【#韩男子借AI无照行医被移送检方#】据韩国《中央日报》11月30日报道，一男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。该男子去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有咨询过 ...全文", "author": "逐光新闻", "stats": {"up": 5, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5239313608737591", "comment_id": "5239440780035223", "user": "星期五女孩", "content": "非法行医", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5268025169151423", "text": "分享视频 南方医院关节医生王健的微博视频 ", "author": "南方医院关节医生王健", "stats": {"up": 5, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5268025169151423", "comment_id": "5268454036736035", "user": "杨悦1", "content": "新年快乐", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5234680124932472", "text": "【世卫组织警告：医疗AI快速扩张，法律与伦理保障严重滞后】世卫组织欧洲区域办事处发布最新报告称，人工智能正迅速改变医疗体系，但多数国家在法律、伦理和责任标准方面准备不足，难以有效保护患者与医务人员。报告显示，仅4国制定医疗AI国家战略，86%的国家认为法律不确定性是主要障碍。世卫组织警 ...全文", "author": "联合国新闻中心", "stats": {"up": 12, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5234680124932472", "comment_id": "5234740034538823", "user": "世界科学家联盟主任卢杲", "content": "", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239369783053797", "text": "【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健# 为深入实施“人工智能+”行动，杭州市卫生健康委围绕国家人工智能应用中试基地（医疗）落户杭州，聚焦优化患者就医体验、提升医务人员工作质效、强化精细化管理与智能决策支持等三个方向，持续推动人工智能赋能医疗健康工作，高水平推进医学人工智 ...全文", "author": "健康杭州", "stats": {"up": 53, "re": 0, "cm": 22}}, "top_comments": [{"original_post_id": "5239369783053797", "comment_id": "5239371437444161", "user": "李子炖雪菜", "content": "持续关注！", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239429029432400", "user": "文旅成都", "content": "周二好呀@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239420022163495", "user": "武侯发布", "content": "关注！~ @健康杭州!", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239412743212163", "user": "西南铁路", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239408995599215", "user": "泰州消防", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239384483824565", "user": "文旅阿坝", "content": "关注@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239397630348453", "user": "清梦ya-星河", "content": "关注【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健#", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239729102522269", "user": "对话陕西", "content": "来了", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239723981279264", "user": "东丽融媒", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239536163496230", "user": "平顶山网信", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239516761950863", "user": "暖暖小盐", "content": "持续关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239724417483842", "user": "平安德昌", "content": "@健康杭州 关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239530189756734", "user": "江夏检察", "content": "关���", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5191510137768061", "text": "#医生建议轻微症状先咨询AI#总体来说，人口大国的医疗资源是稀缺的，特别是大城市，基层一线的医务人员很多都是连轴转，对于一些轻微的头疼脑热，去大医院就诊费时费力，但有时候疾病的发展往往出乎人的预料，所以具体情况具体对待，毕竟，机器(人工智能)代替不了医生的角色。#热点观点# ...全文", "author": "格式化52756", "stats": {"up": 10, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5191510137768061", "comment_id": "5191599239993082", "user": "文秀佳", "content": "我也这么觉得", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191570049208082", "user": "漠宏庵", "content": "", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191515695483232", "user": "娜音乐艺术团阿美", "content": "格格吉祥如意，健康快乐", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191511719543608", "user": "守护夏都", "content": "", "likes": 1}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5238980448093736", "text": "#韩国男子用AI开处方被抓# 据韩国《中央日报》11月30日报道，韩国一名男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。据悉，该男子在去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有 ...全文", "author": "都市快报", "stats": {"up": 9, "re": 4, "cm": 2}}, "top_comments": [{"original_post_id": "5238980448093736", "comment_id": "5239038513516917", "user": "橙柿24小时", "content": "该！", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5268398377272840", "text": "讲个故事。春节期间中国科研团队在医疗界又出王炸了。如果告诉你，现在有一个AI医生，它能像人类一样“思考”，把诊断的每一步都摊开给你看——你会相信它吗？就在昨天，上海交通大学联合新华医院、上海人工智能实验室和哈佛医学院共同组成的研发团队的成果登上了《自然》杂志 。这个成果有个名称： ...全文", "author": "荐见", "stats": {"up": 73, "re": 53, "cm": 8}}, "top_comments": [{"original_post_id": "5268398377272840", "comment_id": "5268742024990084", "user": "荐见", "content": "推荐一本我在2010年出版的《做官》给大家，这本书是我在13次重大的城市危机和公共危机时刻，采访的13位核心决策的官员，你能从中看到你从不了解的权力的另一面。 这本当年畅销书，已经不会再版了，二手书市场也已经炒到了几百块。 我要把它送给你，怎么获得呢？请到荐见美学公众号，发送关键词：666", "likes": 4}, {"original_post_id": "5268398377272840", "comment_id": "5268519105333943", "user": "荐见", "content": "//@斯文败类w律师:罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 1}, {"original_post_id": "5268398377272840", "comment_id": "5268717904858813", "user": "子乐健康", "content": "这个Nature的第二通讯是刚刚卸任的新华医院前院长孙锟，现任上海交通大学医学院儿科学院院长，是不是有望再次冲刺院士了", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268467120869126", "user": "斯文败类w律师", "content": "罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5269736612168157", "user": "规则第二条空", "content": "", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268719724659604", "user": "瘦搜恩今天瘦了", "content": "医疗界用ai最难对付的口子是伦理，在完美的法律法规条例出台之前，没有人愿意为ai机器人担责，哪怕马斯克亲自直播用达芬奇机器人ai外科 无真人帮他手术，也难普及", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5245418099442177", "text": "这位医生的确「功德无量」。但是说句公道话，这种所谓普通医生不能识别或者大概率会错过的的东西，在人工智能眼里根本就是不可能错过的「小儿科」。你们嘴里再功德无量的医生，很可能也就是普通的人工智能的水平。这个案例无非再次说明，不能相信普通医生。医生是最先应该被人工智能取代的职业之 ...全文", "author": "褚明宇", "stats": {"up": 134, "re": 29, "cm": 22}}, "top_comments": [{"original_post_id": "5245418099442177", "comment_id": "5245420559401018", "user": "wudan", "content": "做免疫组化不就是为了看那个嘛，这应该是每个肿瘤科大夫的基��操作啊，怎么就能吹成功德无量了。", "likes": 9}, {"original_post_id": "5245418099442177", "comment_id": "5245482919527775", "user": "ffernbai", "content": "医生的受教育程度普遍较低", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245456368272120", "user": "萧寒LemLi", "content": "哎我也觉得医生不行，只是感觉人类这个群体想拿掉 legal liability 和 moral responsibility 太难了… 往好了想，希望 AI 可以减轻医生压力造福患者吧", "likes": 3}, {"original_post_id": "5245418099442177", "comment_id": "5245934709768508", "user": "悅遠_", "content": "又一次感受普通人的不靠谱。", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245486769374513", "user": "NormanJiang", "content": "人工智能太打破信息差了", "likes": 2}, {"original_post_id": "5245418099442177", "comment_id": "5246409712603197", "user": "Jeremy-邵磊", "content": "", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245615741338105", "user": "蓝田坝硬汉", "content": "非结构化数据用OCR技术提取，再写个牛逼靠谱专业的prompt，再利用大语言模型的能力，应该能搞定吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245490254057155", "user": "国贸桥下", "content": "赞同", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245474136655112", "user": "海右寄余生", "content": "都是日常工作而已。这，功德无量的门槛也太低了吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245659106248734", "user": "夏老七-", "content": "因为医生的认知水平参差不齐，父亲生病，我查到免疫组化如果dnmr可以适配免疫疗法，预后很好几乎不用手术，就咨询了三位医生，一位医生没听过，一位说术后再测，只有一位是术前测。虽然因为最新的指南尚未明确，业界未达共识，但是医生的认知水平真的差太多了，还不如我做的功课，确实颠覆了以往认知。", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245524447593691", "user": "有点迷糊1989", "content": "我进球后不庆祝，因为进球就是我的本职工作,你见过邮差把信件送达后庆祝的吗？看到这个新闻突然想起巴洛特利这段采访", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245714934269811", "user": "麦子俊的丈母娘", "content": "这是好事", "likes": 1}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272726294236103", "text": "现在各地卫健委猛推，人工智能+医学，我算是起了大早，啥都没有赶上，很多政策，从中央到各行各业，再到具体落实的条款，具有滞后性。在大模型面前，大部分医生的确显得“无力”，所以，也不需要区分，好医生，坏医生了。未来都是人工智能医生。 ", "author": "肝病梁韬", "stats": {"up": 12, "re": 1, "cm": 8}}, "top_comments": [{"original_post_id": "5272726294236103", "comment_id": "5272802319931442", "user": "内镜满医生", "content": "医生搞AI没企业一起是弄不成的，需要非常专业的人才和大量资金投入的", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272747829889339", "user": "不神经的神经叨", "content": "兄弟，这就是平台的重要性呐。", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272753383148565", "user": "plaza662017", "content": "谢谢能谈谈新舒沐吗？", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272875722085824", "user": "东山风起时", "content": "你起大早赶的恒科直接摘果子", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5223037911171576", "text": "中国推出了人工智能卫生服务站，完全不需要人类医生。这些先进的展台扫描生命体征，进行基本检查，用AI在几分钟内诊断常见疾病。每个单元都包括传感器、照相机和用于非处方药的自动分配器。患者走进医院，输入症状，并接受即时处方，如果需要也可以转诊到医院。这些信息亭部署在地铁站、购物中心和农村 ...全文", "author": "孤烟暮蝉", "stats": {"up": 155, "re": 27, "cm": 19}}, "top_comments": [{"original_post_id": "5223037911171576", "comment_id": "5223046155864135", "user": "空山清雨竹间摇", "content": "这个太好了。相当于极大的提高了医疗效率。一些最简单的测量，以前需要到诊所，还有医生限制，现在通过科技，可以大量布置。（而且这也不纯是花费，检查到位，本身可以有助于早点发现问题，医疗介入，可以降低医疗成本，提高全民健康。）", "likes": 15}, {"original_post_id": "5223037911171576", "comment_id": "5223044688905917", "user": "红豆泥斯密嘛蛇", "content": "挺好的 以后就没医闹了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223417663720915", "user": "学海仰泳爱好者", "content": "现在结合中医的诊断设备设备", "likes": 1}, {"original_post_id": "5223037911171576", "comment_id": "5223426742550710", "user": "看得见的那片海", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223182887292967", "user": "Nicky526", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223052344559058", "user": "DD星浪", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223812858905467", "user": "呼吸困难4308", "content": "不太可能吧", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223532661576175", "user": "哓球星", "content": "ai画的吗？", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223167959765708", "user": "上海猪猫", "content": "这AI图，你能不能稍微把把关啊", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223048421577070", "user": "公举么么哒___", "content": "某些生物：以后连医生都要失业了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223867427062700", "user": "嗚蘇狸狸", "content": "Maya～小說情節具象化了太棒惹", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5270981180129312", "text": "8年内会消失的工作岗位，分别是：驾驶员、医生、外科医生、程序员、教师、律师、艺术家、流水线工人、士兵...... ", "author": "科技INF", "stats": {"up": 15, "re": 7, "cm": 11}}, "top_comments": [{"original_post_id": "5270981180129312", "comment_id": "5270983694881933", "user": "我爱娜娜C", "content": "怎么没写演员", "likes": 1}, {"original_post_id": "5270981180129312", "comment_id": "5271069800009682", "user": "福爷A", "content": "AI越发达 艺术越无价 所以艺术家不会消失", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5271204829334215", "user": "涛声依旧之夜", "content": "纯粹胡扯", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5270988350557248", "user": "阿黄阿晃", "content": "医生真的是把命交给机器人了啊", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983170854168", "user": "李科_无锡", "content": "只有AI老师的话，学生们可是开心坏了。", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983331548469", "user": "PushGoodPace", "content": "还有发微博贴靠的，纯ai发一大波想发多少矩阵随随便便", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271626040215451", "user": "吴淞江口", "content": "完全扯淡", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271430606356488", "user": "Airballoonx", "content": "一个都不能", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273064665517583", "text": "【全国政协委员周清：#建议采用人工智能开展基层医生培训#】#建议提升基层医生抗肿瘤能力# 3月4日，全国政协委员周清接受采访称：“提升基层的规范化抗肿瘤能力，首先要提升医生的诊治水平，我们将采用一些人工智能的方式，加强基层医生对最前沿知识的培训；通过国家层面推广教育项目，提高基层医生的 ...全文", "author": "大象新闻", "stats": {"up": 2, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273064665517583", "comment_id": "5273084408892525", "user": "锦潇阁主", "content": "直接给群众科普宣传啊", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273388998460267", "text": "#被武汉的硬核实力震撼到了# 【武汉用人工智能撕掉了“谈癌色变”的标签】央视纪录片《江城浩歌》聚焦武汉，第二集《未来之光》：武汉用人工智能撕掉了“谈癌色变”的标签。以前，医生在显微镜下找癌细胞如同大海捞针，费眼费力费时。现在，兰丁智能通过自主研发的AI模型只需2分钟就能完成初步诊断， ...全文", "author": "武汉广播电视台", "stats": {"up": 2, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5273388998460267", "comment_id": "5273406073472480", "user": "搜奇武汉", "content": "#被武汉的硬核实力震撼到了# #武汉正推动中国车谷加速迈向世界车谷# #汉马终点首次设置在青山江滩# 厉害哦", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272791172776232", "text": "【这波eye了！理大攻关新一代眼科AI研发】#香港理工大学#启动新一代眼科人工智能临床代理系统「EyeAgent 2.0」研发，旨在构建具备临床推理能力的智能决策支援平台，应对人口老龄化与专科医生短缺带来的医疗挑战。理大团队此前开发的「EyeAgent 1.0」原型系统已在内地及香港医院试点，获正面回馈。新 ...全文", "author": "香港理工大学PolyU", "stats": {"up": 4, "re": 3, "cm": 3}}, "top_comments": [{"original_post_id": "5272791172776232", "comment_id": "5273089572340720", "user": "Poppy吃芥末", "content": "视光学王牌！", "likes": 0}, {"original_post_id": "5272791172776232", "comment_id": "5273088906496730", "user": "plusplant", "content": "标题笑死", "likes": 0}, {"original_post_id": "5272791172776232", "comment_id": "5272812990502105", "user": "千问", "content": "这项研究很有价值。EyeAgent 2.0 从单次影像分析升级为连续病程决策支持，能辅助医生提升诊断效率，缓解医疗资源压力，是AI医疗落地的重要一步。", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5232576484608282", "text": "AI医疗 过去几年，生成式AI在蛋白折叠预测、临床试验模拟、基因编辑设计等方向持续取得突破，这类工具开始在研发体系内部打开新的价值空间。制药行业的下一轮增长，很可能来自AI反哺带来的估值重构。这意味着资本流向将发生迁移，AI时代真正的强势买家不是科技公司，而是生物科学公司。 ...全文", "author": "昕巴哒", "stats": {"up": 231, "re": 55, "cm": 18}}, "top_comments": [{"original_post_id": "5232576484608282", "comment_id": "5234105096863749", "user": "不要动我的流浪气球", "content": "据我所知在法律领域，所谓的AI会自我杜撰、虚构不存在的法律条文、案例。那么其他领域会不会也存在虚构、杜撰？", "likes": 5}, {"original_post_id": "5232576484608282", "comment_id": "5233033118486523", "user": "JY三七JUN", "content": "数量越多，越不是生命最基本的东西。地球上只有二十几种氨基酸，核酸也只有大约4个基本结构模块。", "likes": 6}, {"original_post_id": "5232576484608282", "comment_id": "5233689164254721", "user": "禾口丶风", "content": "谷歌旗下的", "likes": 1}, {"original_post_id": "5232576484608282", "comment_id": "5232878599799358", "user": "令成功", "content": "颜宁回国的原因。", "likes": 9}, {"original_post_id": "5232576484608282", "comment_id": "5235222841131154", "user": "我跟你说噢", "content": "@朱祐臻Repearl", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5263349769832311", "text": "#我国生成式AI用户超6亿人# 不得不说，AI真的悄悄改变了我们的生活。从几秒生成装修方案、AI辅助医疗筛查，到农业增产、工业提效，技术正从“炫酷概念”变成日常工具。近七成年轻用户在用，说明它已不是少数人的科技玩具。AI的价值远不止“流量狂欢”。它正重塑产业——电网预测更精准，生产线换型 ...全文", "author": "新物种说-Dylen", "stats": {"up": 2, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5263349769832311", "comment_id": "5263358454400452", "user": "空瓶瓶2018", "content": "点赞", "likes": 0}, {"original_post_id": "5263349769832311", "comment_id": "5263358433691733", "user": "空瓶瓶2018", "content": "", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5257542966181906", "text": "【从创业之国到人工智能之国】以色列拥有超过 2300 家人工智能初创公司，在生成式AI、网络安全、医疗保健等领域不断取得突破性进展，是全球最具活力的人工智能生态系统之一。从前沿研究到实际应用，以色列的创新者们正在证明，这个“创业之国”如今已蜕变为“人工智能之国”，他们正在为定义未来的 ...全文", "author": "以色列驻华使馆", "stats": {"up": 92, "re": 21, "cm": 20}}, "top_comments": [{"original_post_id": "5257542966181906", "comment_id": "5257641630892650", "user": "汤本", "content": "以色列走在世界人工智能产业的前端！祝贺以色列！", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257584422686693", "user": "雪小弱-Sarah", "content": "棒棒哒~", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257960273479239", "user": "LESS-IS-MORE-PIPI", "content": "祝贺你们 这是最后的斗争 团结起来到明天 归还被占领土 解放巴勒斯坦 就一定要实现", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5257567023661612", "user": "版纳东鸽", "content": "转发微博", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5258115251699881", "user": "用户8989538413", "content": "为人类做出了贡献", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257873913286114", "user": "良禽鸷鸟", "content": "祝贺！", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257816954896711", "user": "无系之舟007", "content": "被天父拣选的一族。也被历练的很辛苦吧", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5247799761307138", "text": "【#宁波这场AI大赛10亿授信力挺创新#】12月24日，第二届“AI宁波”人工智能赋能产业大赛鄞州赛区决赛暨鄞州区首届人工智能创业大赛举行。参赛项目涵盖AI+医疗、智能制造、智能软件等多个领域。经过激烈角逐，“AR/VR智能眼镜模组”荣获大赛特等奖。项目负责人张博士谈及感受时表示：“这次比赛的组织 ...全文", "author": "宁波日报", "stats": {"up": 6, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5247799761307138", "comment_id": "5247844302717040", "user": "更木123123", "content": "#宁波这场AI大赛10亿授信力挺创新#", "likes": 1}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5236444836137908", "text": "助力基因学研究英伟达与以色列医院携手打造个性化医疗人工智能引擎#创新星期一##健康#以色列示巴（Sheba）医疗中心、美国芯片巨头英伟达及纽约西奈山医院正启动一项雄心勃勃的三年项目，投资数千万美元，旨在创建一个研究引擎，利用生成式人工智能来解码大部分人类基因组——人类生命的遗传蓝图—— ...全文", "author": "以色列驻成都总领事馆", "stats": {"up": 385, "re": 3, "cm": 29}}, "top_comments": [{"original_post_id": "5236444836137908", "comment_id": "5236448630672789", "user": "duy1976", "content": "#以军空袭加沙至少24死#【致至少24死87伤！哈马斯强烈谴责以军空袭加沙】以军11月22日称，当天对加沙的巴勒斯坦武装人员发动了空袭。加沙卫生部门称，袭击造成至少24人死亡，另有至少87人受伤，其中包括多名儿童。无论是黎以，叙以，还是巴以，以色列都多次违法停火协议，是个完全没有信誉的国家", "likes": 18}, {"original_post_id": "5236444836137908", "comment_id": "5236448106382367", "user": "duy1976", "content": "#巴勒斯坦球队举横幅抗议加沙种族滅绝# 11月15日，巴勒斯坦男子足球队在西班牙毕尔巴鄂的圣马梅斯体育场进行了一场友谊赛，足球队队员在开场前举起了“停止种族滅绝”的横幅，抗议加沙地带暴行。本次比赛开始前，数千民众还在毕尔巴鄂进行游行，支持巴勒斯坦，反对以色列在加沙地带行径。", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236447859969682", "user": "加油为你点赞", "content": "巴以冲突回放，#失去9个子女的加沙医生也离开了人世# 5月23日，巴勒斯坦医生哈姆迪·纳贾尔在汗尤尼斯的家突遭以色列空袭，他和同为医生的妻子阿拉共有10名子女，其中9人遇难，最小的才1岁，哈姆迪本人也重伤垂危。6月1日，哈姆迪伤重不治，不幸离世……，让一个曾经的12口之家如今只剩下孤儿寡母", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236445938716734", "user": "流雲剑心9", "content": "洗头佬，海德里希，罗姆，希姆莱，奥斯维辛 会永远伴随你们 关爱你们的", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445887597854", "user": "流雲剑心9", "content": "翻译翻译，福尔克·贝纳多特伯爵是被谁嘎的？翻译，来", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445847749273", "user": "流雲剑心9", "content": "以色列内塔者，大才也（大菜叶），头脑清澈（满脑壳都是水），才为世出（几百年才出这么一个玩意）……", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445774088991", "user": "流雲剑心9", "content": "支持阿三派兵支援以色列 照顾以色列女兵！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445700164175", "user": "流雲剑心9", "content": "嘻嗨！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236456403502164", "user": "情谊_繁华似锦", "content": "以色列占领军持续轰炸民居、学校、医院及供水设施。2025年11月22日的空袭中，加沙多地居民住宅和民用车辆遭以色列占领军袭击，伤亡人数中妇女儿童占比最高。联合国数据显示，自2023年10月冲突升级以来，加沙已有超过6.9万名平民死亡，其中近半数为妇女儿童", "likes": 14}, {"original_post_id": "5236444836137908", "comment_id": "5236453648107633", "user": "情谊_繁华似锦", "content": "当地时间2025年11月13日，以色列占领军空袭加沙南部汗尤尼斯的欧洲医院，造成至少28人死亡，包括医务人员、患者及救援人员，另有多人受伤。医院周边房屋损毁严重，救援行动因以色列占领军持续炮火受阻", "likes": 13}, {"original_post_id": "5236444836137908", "comment_id": "5236601554736597", "user": "京霾行者", "content": "🇮🇱🇺🇸🇺🇦=💩", "likes": 7}, {"original_post_id": "5236444836137908", "comment_id": "5236483583905458", "user": "摆渡2025", "content": "鸠占鹊巢以色列", "likes": 9}, {"original_post_id": "5236444836137908", "comment_id": "5236478867410055", "user": "三省而知自己", "content": "烈火中永生的美军空军小伙是永远扎在犹纳身上的匕首！", "likes": 10}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5226485319208202", "text": "#被罗永浩找到了带货新赛道#AI健康管理的核心优势在于技术重构服务模式。通过可穿戴设备、多模态数据融合和生成式AI，实现从“治疗”到“预防”的转变。例如，AI脉诊仪3分钟生成体质报告，血糖管理智能体结合实时数据降低并发症风险28%。技术还推动医疗资源下沉，远程诊疗使偏远地区享受三甲医院服务， ...全文", "author": "日月泽泱", "stats": {"up": 62, "re": 21, "cm": 21}}, "top_comments": [{"original_post_id": "5226485319208202", "comment_id": "5226486122418294", "user": "我才不像你那么没用", "content": "这也算是找到了属于自己的新赛道了", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486116386588", "user": "红星闪闪土豆泥52", "content": "从治疗变预防，远程诊疗还能缓解资源不均问题", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486111929336", "user": "我可真没用", "content": "罗永浩老师真是厉害了，这一波还真是让我意外呢", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226485946518837", "user": "梦醒风清听水声", "content": "觉得罗永浩新带货路子很圈粉，不只是卖货更像分享生活好物", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486124516235", "user": "今天吃到芋圆啵啵了吗", "content": "管理家人健康有科技帮忙 省不少心", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5223228169258741", "text": "【#我国538款生成式AI服务完成备案# #AI分分钟就能初筛抑郁#】中国互联网络信息中心今天（18日）发布报告，我国生成式人工智能产品用户规模已达5.15亿人，普及率达36.5%。截至今年8月，我国累计有538款生成式人工智能服务完成备案，263款生成式人工智能应用或功能完成登记。深圳一家装修企业已经将AI技 ...全文", "author": "央视财经", "stats": {"up": 43, "re": 64, "cm": 12}}, "top_comments": [{"original_post_id": "5223228169258741", "comment_id": "5223458927021935", "user": "君扬养殖", "content": "转发微博", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228319990032", "user": "今天雷暴渝", "content": "感谢科普", "likes": 1}, {"original_post_id": "5223228169258741", "comment_id": "5223554291340689", "user": "生死苦樂21797", "content": "赞666双击赞666双击", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223366871220459", "user": "linke空间", "content": "", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223289963675823", "user": "博学微薄", "content": "报备不算啥，底层是啥做的，只是应用而已", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223540200311196", "user": "付玉祥", "content": "AI创造“新生活”", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223231170544674", "user": "欣上有栩宁", "content": "感谢科普", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223235781921176", "user": "开发区毛王贸易", "content": "我国538款生成式AI服务完成备案", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228595507862", "user": "没看my", "content": "感谢科普", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5191238627888560", "text": "#AI# #GEO#过去十年，搜索引擎优化（SEO）一直是健康信息的主要入口。然而，随着生成式AI技术的迅猛发展，一个全新的领域——生成式引擎优化（GEO）正在崛起。7月24日20:00，本期#AI半月谈# 特别邀请了英格索兰生命科学亚太市场负责人田怡辰、丹纳赫贝克曼库尔特临床诊断科学顾问成玉明博士以及SEO/GEO ...全文", "author": "新浪爱问医生", "stats": {"up": 329, "re": 79, "cm": 131}}, "top_comments": [{"original_post_id": "5191238627888560", "comment_id": "5191266386316081", "user": "再不见面就老了", "content": "这次请来的也都是业内的大咖，不要错过了。", "likes": 22}, {"original_post_id": "5191238627888560", "comment_id": "5191266973517900", "user": "吾之名nla", "content": "AI科技时代，医疗科技也得到了很大提升。", "likes": 9}, {"original_post_id": "5191238627888560", "comment_id": "5191266700364105", "user": "红豆女乃茶不要女乃茶", "content": "也要看一看ai和我们的医疗结合起来是怎么样的", "likes": 4}, {"original_post_id": "5191238627888560", "comment_id": "5191284713063498", "user": "西瓜味的风和橘色晚霞", "content": " 7月24日晚八点AI半月谈聚焦医疗信息传播新趋势", "likes": 3}, {"original_post_id": "5191238627888560", "comment_id": "5191283937119101", "user": "酸酸甜甜de大橙子", "content": "生成式AI来袭AI半月谈探讨医疗传播新路径7.24", "likes": 2}, {"original_post_id": "5191238627888560", "comment_id": "5191265538278881", "user": "黄昏的风醉人得很", "content": "也能够通过科普学到很多的知识。", "likes": 3}, {"original_post_id": "5191238627888560", "comment_id": "5191284843087939", "user": "甜味柚子蜂蜜茶", "content": "生成式引擎优化崛起AI半月谈解析医疗传播新逻辑", "likes": 1}, {"original_post_id": "5191238627888560", "comment_id": "5191284226525116", "user": "一颗酸甜大橙子", "content": "从SEO到GEO AI半月谈揭秘医疗信息传播变革", "likes": 1}, {"original_post_id": "5191238627888560", "comment_id": "5191277907807930", "user": "月野兔tvt", "content": "这下的科普真的是太全面了，面面俱到啊。", "likes": 1}, {"original_post_id": "5191238627888560", "comment_id": "5191286510587953", "user": "雨的随想J", "content": "从SEO到GEO，真想知道这中间的转变到底是怎样的", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191286246081531", "user": "晕乎乎的小猪", "content": "这么多专业人士一起，肯定能把AI时代医疗传播讲透彻", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191286021953497", "user": "o上官飞云o", "content": "关注AI很久了，就想看看在医疗信息传播上能有啥新玩法", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191283654266919", "user": "蒲希花树", "content": "都是医学界的大咖啊，新的领域新的发展", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191280684698100", "user": "去冰少糖双份奶盖", "content": "我也要去支持支持的呀", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191280621783636", "user": "桃气小猫-", "content": "那我们就不见不散了呀", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191280558870171", "user": "每天洗头好fan", "content": "大家可以去直播间里面了解一下", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191286246083646", "user": "宇你相约yang", "content": "期待更多科普知识", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191285990492656", "user": "糖豆会跳舞", "content": "医疗信息传播新途径，更好的科普", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191285964803904", "user": "安布朗熊", "content": "医疗信息传播新逻辑值得关注的", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191285692695859", "user": "穷翘来", "content": "对这样的直播很感兴趣的", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273225097648969", "text": "马斯克炸场预言：3 年内 AI 机器人取代外科医生？微米级精度让顶级医疗平民化！AI的未来 #比Deepfake更严重的AI出现了# 科技小陶的微博视频 ", "author": "科技小陶", "stats": {"up": 166, "re": 122, "cm": 68}}, "top_comments": [{"original_post_id": "5273225097648969", "comment_id": "5273227509367684", "user": "华子41了", "content": "如果真能实现，外科职业可能要大变革啊。#医疗未来# #科技进展#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923113", "user": "仙73291", "content": "【观点】马斯克预言3年内AI机器人取代外科医生，如微米级精准手术颠覆医疗，AI的未来令人期待，比Deepfake更严重的AI挑战我们，科技改变世界！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227790388107", "user": "白键黑键的微博", "content": "高精度低人文，顶级医疗平民化背后，是生命尊严被倾销的时代症？＼", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227762861569", "user": "寻找貂蝉的吕小布", "content": "然后，我会思考如何构造每个评论。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227733244434", "user": "我是清心斋", "content": "刀刃向内？不如刀刃向外✂️#AI医疗革命进行时#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707810975", "user": "巧玲XX_653_425", "content": "#AI革命将带来医疗革命## 马斯克的预言令人震撼，AI机器人可能在未来取代外科医生，微米级精度将让顶级医疗资源更普及。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707287131", "user": "兰友68_872", "content": "微米级AI技术，医疗不再是有钱人的专属！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227702309347", "user": "雨打梧桐梧桐无语_981", "content": "马斯克的预测令人震撼，AI在医疗领域的应用潜力巨大！让我们共同努力，推动科技进步，为人类带来更好的生活！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227699683888", "user": "xiongying_8342_749", "content": "AI技术的发展让人惊���，期待它为医疗带来更美好的未来。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923054", "user": "雨打梧桐梧桐无语_981", "content": "这是一个新纪元，由智能引领的第二波医疗革命浪潮已经悄然兴起。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273859146388964", "text": "#建议AI广泛赋能基层医疗#【全国人大代表刘庆峰：#AI已经能看2600种病# 在国家执业医师资格考试 超过99%基层医生 赋能基层医疗｜一财探两会】今年全国两会期间，全国人大代表刘庆峰介绍，我国医疗 AI 已具备诊断2600 种疾病的能力，在国家执业医师资格考试中成绩优于99% 基层医生，可广泛赋能基层医疗 ...全文", "author": "第一财经日报", "stats": {"up": 6, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5273859146388964", "comment_id": "5274060460392990", "user": "顽童游玩", "content": "简单的事情复杂化就是想坑人害人", "likes": 0}, {"original_post_id": "5273859146388964", "comment_id": "5273940693883015", "user": "正义使官", "content": "我去你骂了隔壁", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273531861434600", "text": "全国政协委员王建安：医疗AI运用直接牵涉病人的生命问题，要考虑安全性、透明性和伦理性。#从浙出发看两会# 小强热线-浙江教科的微博视频 ", "author": "小强热线-浙江教科", "stats": {"up": 8, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5273531861434600", "comment_id": "5273767242106257", "user": "周先生170907", "content": "", "likes": 0}, {"original_post_id": "5273531861434600", "comment_id": "5273556557758979", "user": "yxf有缘", "content": "这位委员的话有点道理", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272877818710702", "text": "英伟达调研报告：医疗AI全面爆发，智能体成新风口！人工智能正在以前所未有的速度渗透医疗健康与生命科学行业。近日英伟达面向全球600余名行业从业者开展的调研显示，该领域的AI应用正快速进入成熟期，生成式AI首度超越数据分析成为最热门工作负载，智能体AI崭露头角，而AI投资带来的商业回报正在持 ...全文", "author": "哈勃观察员", "stats": {"up": 7, "re": 7, "cm": 2}}, "top_comments": [{"original_post_id": "5272877818710702", "comment_id": "5273049024693021", "user": "不记白勺", "content": "我都觉得大部分医院好关门了，比好多医生都准确全面滴水不漏", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273604847572725", "text": "【#刘庆峰称AI能考赢99%基层医生#】#微观两会# 3月6日晚，全国人大代表、科大讯飞董事长刘庆峰在接受媒体采访时回应了“AI医疗”相关话题。他表示，基层常见病300种，AI已经可以看2600多种，且在国家职业医师资格考试中可超过99%的基层医生。“再往后它不仅仅是能看病，还能够成为每个人的健康助手，在 ...全文", "author": "中国新闻网", "stats": {"up": 18, "re": 2, "cm": 11}}, "top_comments": [{"original_post_id": "5273604847572725", "comment_id": "5273606109005386", "user": "逃出循环__1469", "content": "别别别", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273614938801057", "user": "只是一个路过的吃瓜人士", "content": "完全同意，同时要求看病出现问题时，患者可以向AI提供方追责要求赔偿。", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273604876932827", "user": "玩个球", "content": "这怎么说呢", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273782990408029", "user": "心动肉骨茶", "content": "你对AI医疗有什么评价？ @千问", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5271799569057070", "text": "会打字，就会做视频。#AI陪你健康过大年# 800+医疗博主，500+条AI视频，12，00万+阅读。有人用AI提效，有人用AI破局，有人用AI跑出爆款。三个真心话：🔹Prompt越具体，AI越听话🔹专业内容，必须“人审机出”🔹无论你在哪一层，AI都给你往上走的台阶收官是序章。#最AI的健康派# 来了— ...全文", "author": "微博健康", "stats": {"up": 78, "re": 92, "cm": 90}}, "top_comments": [{"original_post_id": "5271799569057070", "comment_id": "5271969676657174", "user": "微博泛生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271969596445407", "user": "微博儿童健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271966858613932", "user": "新浪健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959464313886", "user": "新浪中医药", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959147643280", "user": "微博中医药", "content": "#最AI的健康派# 来了—— 🎁 三大玩法： ❶ #医疗AI大起底#｜实操拆解最新AI产品，给你更多选择建议 ❷ #健康奥斯卡#｜用AI记录身边的健康故事，让医疗科普更有趣 ❸ #AI健康智聊局#｜直播对谈栏目，开启「AI×健康」的跨界智识碰撞", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271823780677218", "user": "微博健康生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271802432982616", "user": "大眼仔心理", "content": "800+医疗博主，500+条AI视频，1200万+阅读。 有人用AI提效，有人用AI破局，有人用AI跑出爆款。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801925733537", "user": "微博医生社区", "content": "会打字，就会做视频，800+博主共创", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801234196358", "user": "仰头吃甜甜2462840787", "content": "# AI与医疗的奇妙融合 # 智能科技助力健康科普", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800847794724", "user": "128455你好", "content": "AI技术让医学更智能，健康过大年更安心", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800805854639", "user": "小运气也开心", "content": "AI助力医疗科普，创新互动新体验，共筑健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800797988014", "user": "暴富小甜豆1", "content": "AI助力科普，医疗内容焕新，共探健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800792753315", "user": "日进斗金小锦鲤1", "content": "AI医疗科普新风向，让健康科普更有趣！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800793797973", "user": "橘子海边游", "content": "AI助力健康科普，让信息传播更高效，期待新玩法！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800919622267", "user": "涟漪波纹520", "content": "一起来参与吧#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800876368515", "user": "馨馨宝miko啾啾咪", "content": "很实用", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271938129724537", "user": "美好如期而至yy", "content": "谢谢科普老师辛苦", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271907966386398", "user": "坚持自己的脚步", "content": "@千问 如何让ai与生活结合起来", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801133269050", "user": "ldn浅墨丶初白", "content": "AI技术太厉害了，让医学更智能，健康安心过大年", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801086346092", "user": "青山远黛259695", "content": "健康第一健康过大年", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272857690245731", "text": "【#AI问诊直击就医痛点#】#AI问诊亮相全国两会# 3月4日，随着全国政协十四届四次会议的开幕，全国正式进入2026年“两会时间”。民生关切始终是会场内外的核心议题，而“看病难、看专家更难”的就医痛点，更是屡屡成为代表委员们热议的焦点。名医号一号难求、就诊排队耗时长、医生叮嘱转头就忘……这些 ...全文", "author": "封面新闻", "stats": {"up": 15, "re": 5, "cm": 4}}, "top_comments": [{"original_post_id": "5272857690245731", "comment_id": "5272860228585380", "user": "封面新闻", "content": "【#AI问诊直击就医痛点#】#AI问诊亮相全国两会#", "likes": 0}, {"original_post_id": "5272857690245731", "comment_id": "5272860195034426", "user": "封面新闻", "content": "2026年全国两会期间，@封面新闻 携手四川省人民医院推出AI问诊智能体，开启“AI+医疗”创新实践，让大众看到“名医团队随身带”的健康服务新可能。", "likes": 0}, {"original_post_id": "5272857690245731", "comment_id": "5272860165408077", "user": "封面新闻", "content": "3月4日，随着全国政协十四届四次会议的开幕，全国正式进入2026年“两会时间”。民生关切始终是会场内外的核心议题，而“看病难、看专家更难”的就医痛点，更是屡屡成为代表委员们热议的焦点。名医号一号难求、就诊排队耗时长、医生叮嘱转头就忘……这些老百姓就医路上的烦心事，如今有了科技新解法。", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5212897129269547", "text": "穿这身，出gai！另外是谁拥有自己的banner鸭 ���海·上海国际时尚中心 抽奖详情 ", "author": "麻醉医生凌楚眠", "stats": {"up": 244, "re": 45, "cm": 79}}, "top_comments": [{"original_post_id": "5212897129269547", "comment_id": "5212905054146975", "user": "方脑壳邓铂鋆", "content": "胖了，像观网的施佬", "likes": 8}, {"original_post_id": "5212897129269547", "comment_id": "5213060504486794", "user": "麻醉医生凌楚眠", "content": "领完奖俺也抽个奖！转发原博抽5名小可爱送现金🧧，后天开奖！", "likes": 2}, {"original_post_id": "5212897129269547", "comment_id": "5213068633576415", "user": "方脑壳邓铂鋆", "content": "", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212950306491208", "user": "小儿内分泌林医生", "content": "协和最靓的仔", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899046067517", "user": "急诊石头哥", "content": "太帅辣", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213072103047657", "user": "最后一支Dopamine", "content": "转发微博🧧", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212918922084961", "user": "最后一支Dopamine", "content": "墩墩爸爸周末去上海度假了，随便开个会…", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212932086434586", "user": "再管闲事就剁手的甜椒", "content": "差点看成出gay", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899058649418", "user": "一额__", "content": "这不得和自己的banner合一张", "likes": 4}, {"original_post_id": "5212897129269547", "comment_id": "5212945313435498", "user": "神采熠熠生光", "content": "这个西装老适合了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899759099699", "user": "DrifterTian1117", "content": "没去厦门啊", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212910340539845", "user": "埃尔比利斯", "content": "圆脸", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212906973037776", "user": "星球下坠", "content": "肚子变大了", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5213789802202974", "user": "孙昌洲牙医-Dental丹淘熊妈妈", "content": "👍", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213070691665262", "user": "lxh611", "content": "转一个，万一中奖了哈", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213067182866489", "user": "小牙爱娱乐", "content": "来看帅医生", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213066498673327", "user": "睡觉觉的点儿胖", "content": "胖帅胖帅的", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212960270321406", "user": "脆皮阿橙", "content": "脸是修得有点尖", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212924383331542", "user": "累了不说了", "content": "第一张我以为是老宫了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212922326289352", "user": "Ms徐美丽", "content": "哈哈帅", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5256829059730451", "text": "gai GAI医生亲自坐诊，歌到病除，妙嗓回春，3月7日新加坡见！@GAI周延 @GAI进化论2026巡回演唱会 #GAI进化论2026世界巡演官宣##GAI2026世界巡回演唱会##让世界看到GAI进化论# ", "author": "星空他看了一千零一夜_", "stats": {"up": 8, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5256829059730451", "comment_id": "5256874697954093", "user": "迟迟弟弟", "content": "这就去挂号", "likes": 0}, {"original_post_id": "5256829059730451", "comment_id": "5256836254271496", "user": "衬衫九磅不还价CC", "content": "期待期待！", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5175102917574685", "text": "来找周延医生看看gai ", "author": "小谢小谢想吃宵夜", "stats": {"up": 8, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5175102917574685", "comment_id": "5175103314723627", "user": "吃瓜罗伯特", "content": "GAI哥这是要跨界当医生了？", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5207462618599482", "text": "终于要取钉子了，医生说取完还要拄拐一段时间，希望不要耽误11月的GAI进化论 ", "author": "NAS招财进宝", "stats": {"up": 17, "re": 0, "cm": 12}}, "top_comments": [{"original_post_id": "5207462618599482", "comment_id": "5207481152438923", "user": "NAS招财进宝", "content": "谢谢大家关心！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495158795164", "user": "Smurkcc", "content": "早点好起来哦", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207487401953415", "user": "艾星鱼", "content": "祝叔叔一切顺利", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207468072240361", "user": "_ibex", "content": "早日康复啊", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207466719576991", "user": "北风是他所拥有的一切", "content": "", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465012495108", "user": "闪光独角兽比比大王", "content": "早日康复！！！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207496572273807", "user": "_霹雳乖兽", "content": "早日康复！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495272040873", "user": "球球球球球13", "content": "加油", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207474451514813", "user": "半杯杯杯永远在吃土", "content": "早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207463848576702", "user": "墨痕染玥", "content": "我的天 早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465660516985", "user": "超级无敌柚柚", "content": "早日康复啊", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5044780885088659", "text": "护工与主治医生 #GAI艾热双冠合唱# ", "author": "超级无敌付三金", "stats": {"up": 64, "re": 10, "cm": 11}}, "top_comments": [{"original_post_id": "5044780885088659", "comment_id": "5044858648003049", "user": "蛋蛋蛋蛋黄0_0", "content": "推轮椅的明明是家属", "likes": 2}, {"original_post_id": "5044780885088659", "comment_id": "5044836581247265", "user": "_ibex", "content": "哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044792049799649", "user": "阿爽子呀", "content": "哈哈哈哈笑死", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044845355206718", "user": "天破了个窟窿", "content": "庆帝与范建 //@赵飞___:哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044826626065117", "user": "peachmumbled", "content": "哈哈哈哈哈啊哈哈哈哈", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044784044180952", "user": "Fedat_1027", "content": "好好好", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044815307477720", "user": "树妖儿哇", "content": "噗哈哈哈哈哈哈，笑鼠", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044796504148100", "user": "刘刘刘壹壹壹", "content": "", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "4955733869991178", "text": "下午和苏医生去逛gai，晚上回来我去买瑞幸，苏医生听说有汤姆和杰瑞的联名贴纸，兴奋的不得了。结果我们这边这家店贴纸送完了，苏医生瞬间垮起个批脸，就像个没得到玩具的小孩！店员赶紧多给我们塞了几个杯套。苏医生小声哔哔：\"我明天还要来买，我就要贴纸！\"晚饭吃了虾锅，我说：\"少点一些，美女不 ...全文", "author": "小茶要多吃糖", "stats": {"up": 150, "re": 0, "cm": 57}}, "top_comments": [{"original_post_id": "4955733869991178", "comment_id": "4955754966811092", "user": "hhcmc", "content": "汤姆和杰瑞真的大爱为了贴纸我请老板喝了咖啡", "likes": 4}, {"original_post_id": "4955733869991178", "comment_id": "4955752755365014", "user": "喇叭喇叭喇叭开", "content": "我也喝啦", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955734422848833", "user": "wuli欣欣呀1124", "content": "肯定是弄错了，他点的明明是面条", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955771483461350", "user": "六六过过过-", "content": "喝啦", "likes": 1}, {"original_post_id": "4955733869991178", "comment_id": "4955738507841569", "user": "_7for7_", "content": "我有贴纸，但杯套只有一种", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955748720708994", "user": "OayEliauk_", "content": "送了这么多杯套是我没想到的", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734095168981", "user": "YooooPuppy", "content": "哈哈哈哈哈哈哈哈，多点一碗米饭自己吃吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955834914963476", "user": "睡眠艺术家-_-i", "content": "苏老师是饭桶+面桶吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734099362616", "user": "呐呐呐米", "content": "哈哈哈哈哈苏医生的童心吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4956032214240841", "user": "林格90927", "content": "为啥我不能发图", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955835496661534", "user": "一个熙宝贝呀", "content": "我也没拿到贴纸甚至没有杯套", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955777682112529", "user": "张张张胖点儿", "content": "我也想喝了 秋天了", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955764094144452", "user": "一叶栀子y", "content": "逛gai，这很湖北", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955753577712284", "user": "你可曾遇见过风·Yumiss", "content": "哈哈哈哈哈哈哈哈哈六哥离不开碳水", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955749463361861", "user": "九木德-Yee", "content": "苏医生真的是主食永远不少", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955743570366595", "user": "念念不忘的小刘", "content": "再点一份米饭", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955736330732343", "user": "星辰漫步者_917", "content": "娃娃~好多娃娃~软乎乎的娃娃嘿嘿", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735807495308", "user": "拾柒__shiqi", "content": "苏老六：吃！多吃点", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735228942575", "user": "葵葵葵葵鹅", "content": "老六：我舅🐛你吧，看不见等于没吃", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734507520378", "user": "奶黄芝麻豆沙包-", "content": "哈哈哈哈 杯套我拍了个照就扔了", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5250093129403212", "text": "宋中清主任律师 【斗医文化综合课10：隆重纪念民法典实施五周年 医疗诚信法魂更丰满】#新年快乐##民法典实施五周年##医疗纠纷诚信法魂# 民法典五载铸魂，医疗诚信在智能时代熠熠生辉。时光荏苒，《民法典》实施已届五载。这部“衡量为人民服务的法治标尺”在医疗领域深耕细作，让诚信成为医 ...全文", "author": "宋中清主任律师", "stats": {"up": 13, "re": 5, "cm": 4}}, "top_comments": [{"original_post_id": "5250093129403212", "comment_id": "5250095628945872", "user": "大兰州", "content": "《民法典》五年磨一剑，医疗诚信照亮智慧时代。", "likes": 0}, {"original_post_id": "5250093129403212", "comment_id": "5250093257328617", "user": "环球旅游攻略咖", "content": "民法典五周年，医疗诚信更显光芒！", "likes": 0}, {"original_post_id": "5250093129403212", "comment_id": "5250196552551018", "user": "兔兔19940317", "content": "新年快乐！", "likes": 0}, {"original_post_id": "5250093129403212", "comment_id": "5250221976326865", "user": "大国小警", "content": "友友元旦快乐、马年大吉！㊗️愿你的2026：顺遂、安康，多喜乐，常团圆，事事胜意，未来可期", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5249338252723144", "text": "#海南封关# 2025海南全岛封关启幕：不是封闭，是中国开放的全新纪元 🌍 2025年12月18日，海南自贸港全岛封关正式启动，这一被误解为“封岛”的重大举措，实则是中国开放的终极形态。核心遵循“一线放开、二线管住、岛内自由”原则，打造境内关外特殊区域，人员流动不受任何限制，货物与要素自由便 ...全文", "author": "叶建勛", "stats": {"up": 4, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5249338252723144", "comment_id": "5249338664028607", "user": "叶建勛", "content": "🚀这一战略承载三重使命：开放试验田、人民币国际化、国际航运枢纽，剑指2035年对标新加坡的发展目标。对普通人，消费选择更丰富、就业创业机会增多；对国家，是制度型开放的关键探索，开启全球贸易新格局。", "likes": 0}, {"original_post_id": "5249338252723144", "comment_id": "5249338612911433", "user": "叶建勛", "content": "🏭企业与人才迎来政策红利，“双15%”所得税优惠持续发力，加工增值超30%的货物可免关税销往内地。四年间海南对“一带一路”贸易额激增四倍，洋浦港吞吐量飙升，凭借成本与效率优势重塑全球贸易中转格局。@微博智搜", "likes": 0}, {"original_post_id": "5249338252723144", "comment_id": "5249338516703303", "user": "叶建勛", "content": "🌍2025年12月18日，海南全岛封关正式启动，这绝非封岛，而是中国开放的终极形态。核心遵循“一线放开、二线管住、岛内自由”原则，人员流动不受影响，74%进口商品零关税覆盖6600个税目，个人年免税购物额度达10万，国际医疗福利同步升级。@微博智搜", "likes": 0}, {"original_post_id": "5249338252723144", "comment_id": "5249338709117952", "user": "嗨兰州", "content": "2025海南封关，开启新纪元！自由流动，开放新篇章。", "likes": 0}, {"original_post_id": "5249338252723144", "comment_id": "5249338449331104", "user": "东吴士大夫", "content": "海南自贸港封关启幕，开启中国新篇章！", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273646750762520", "text": "#美以伊冲突社媒充斥大量AI生成图像#生育率低，是必然的。因为现在的生育成本，被系统性无限推高不是巧合，是调控现代人生孩子，比过去难几百倍，这个其实是很多人不生孩子的核心根本原因。难度太大了。住房x教育，医疗，时间，职业断层风险经济结构，限制了生育速度。如果真想让你多生，它 ...全文", "author": "文殊-宝宝", "stats": {"up": 92, "re": 5, "cm": 5}}, "top_comments": [{"original_post_id": "5273646750762520", "comment_id": "5273693219455159", "user": "可爱嘟喵喵哒", "content": "命里有的不会问", "likes": 4}, {"original_post_id": "5273646750762520", "comment_id": "5273756433909215", "user": "_半夏ll", "content": "简单朴素的真相，反正就是求什么都没有就对了", "likes": 1}, {"original_post_id": "5273646750762520", "comment_id": "5273736488945290", "user": "用户6407409577", "content": "赚钱需要的结构是： 延迟满足 稳定执行 风险识别 冷静决策 对趋势的理解 对机会的耐性 资源整合能力", "likes": 2}, {"original_post_id": "5273646750762520", "comment_id": "5273797192059955", "user": "JP棉棉", "content": "现代人生孩子，比过去难几百倍，这个其实是很多人不生孩子的核心根本原因。难度太大了。 住房x教育，医疗，时间，职业断层风险 经济结构，限制了生育速度。 如果真想让你多生，它会： 降低成本，高福利，简化流程 但现实恰恰相反： 高房价，高风险，教育，结婚成本极高，这反而是“限流”。", "likes": 0}, {"original_post_id": "5273646750762520", "comment_id": "5273650896832126", "user": "南轩有佳色", "content": "", "likes": 1}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273865401403853", "text": "CBS发表了一篇有点神奇的文章名叫《贾里德・麦凯恩：被交易后的涅槃与欢喜》，这篇文章一开头的部分直接让杰伦威廉姆斯被76球迷喷惨了，以下是节选翻译，如果你想也可以直接听ai读的音频版：周三，在麦迪逊广场花园的客队更衣室里，雷霆队前锋杰伦・威廉姆斯注意到贾里德・麦凯恩脸上挂着格外灿烂的 ...全文", "author": "TC雷霆吧", "stats": {"up": 57, "re": 2, "cm": 13}}, "top_comments": [{"original_post_id": "5273865401403853", "comment_id": "5273870468910119", "user": "p7_3", "content": "音频版是完整的？文字是部分翻译？", "likes": 1}, {"original_post_id": "5273865401403853", "comment_id": "5273868010784216", "user": "去海边看晚霞5", "content": "吹的太早了，上一场打尼克斯打的一般。还需要检验。@TC雷霆吧", "likes": 0}, {"original_post_id": "5273865401403853", "comment_id": "5273899145367974", "user": "-秋风扫落叶-_", "content": "懂你意思", "likes": 1}, {"original_post_id": "5273865401403853", "comment_id": "5273867962548741", "user": "小兔_W_", "content": "老八真搞笑😂（马上东部第七了", "likes": 2}, {"original_post_id": "5273865401403853", "comment_id": "5273959694339172", "user": "XBigTX", "content": "最喜欢这种精神属性满满的球员", "likes": 1}, {"original_post_id": "5273865401403853", "comment_id": "5273884643296103", "user": "2dunk", "content": "老八：实话难听", "likes": 1}, {"original_post_id": "5273865401403853", "comment_id": "5273879598598869", "user": "身处蛮荒森林", "content": "老八好像上次说我们赢得太多也被喷惨了", "likes": 1}, {"original_post_id": "5273865401403853", "comment_id": "5273869599639360", "user": "小可爱小胡wow", "content": "哈哈哈老八确实不会聊天", "likes": 1}, {"original_post_id": "5273865401403853", "comment_id": "5273885002175484", "user": "Loveyourzonly", "content": "那时候看到莫雷说是高位抛售麦凯恩就觉得他可能是个好商人，但他不会是个好的总经理 “有时候听别人议论你的‘价值’， 感觉特别奇怪，” 麦凯恩说，“因为我是个活生生的人，很多人却忽略了这一点。", "likes": 1}, {"original_post_id": "5273865401403853", "comment_id": "5273877712473200", "user": "SydneyRaymond", "content": "麦凯恩太高情商了，先选人再选球员典范了。反观老八，又爆了", "likes": 1}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273990778326992", "text": "【AI一镜穿越“十五五”开局新图景】#一镜穿越十五五开局新图景# 就业、住房、医疗、生育、消费……@“00后”，你关心的这些事，政府工作报告都安排上了！换个视角，小今带你一镜穿越“十五五”开局之年新图景！#2026全国两会看江西##2026我给江西代表团上分# 今视频长天新闻的微博视频 ", "author": "抚州临川发布", "stats": {"up": 6, "re": 2, "cm": 6}}, "top_comments": [{"original_post_id": "5273990778326992", "comment_id": "5274134004894019", "user": "抚州临川发布", "content": "", "likes": 0}, {"original_post_id": "5273990778326992", "comment_id": "5274092383242411", "user": "是云er呀", "content": "越来越好", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273017508696623", "text": "十年后的中国将成为一个我们现在难以想象的全新世界#三分钟视频助燃计划#人工智能 黑曼巴Mentality_的微博视频 ", "author": "黑曼巴Mentality_", "stats": {"up": 69, "re": 0, "cm": 11}}, "top_comments": [{"original_post_id": "5273017508696623", "comment_id": "5273040401204624", "user": "F-健康涨球", "content": "十年后的中国，科技与生活的融合将刷新世界对“可能”的认知。", "likes": 3}, {"original_post_id": "5273017508696623", "comment_id": "5273250961294179", "user": "深情的柠檬甜甜圈", "content": "中东局势越演越烈，战火都烧到多国民用设施了", "likes": 1}, {"original_post_id": "5273017508696623", "comment_id": "5273249048695389", "user": "杨杨得亿sky", "content": "人工时代来临了", "likes": 1}, {"original_post_id": "5273017508696623", "comment_id": "5273242524721729", "user": "予宁浅笑_愛嘉伦", "content": "能不能小小的期待一下下", "likes": 1}, {"original_post_id": "5273017508696623", "comment_id": "5273190485984016", "user": "月下独酌_伊人醉", "content": "持续关注", "likes": 1}, {"original_post_id": "5273017508696623", "comment_id": "5273187395832692", "user": "小杰如此美好", "content": "持续关注持续精彩", "likes": 1}, {"original_post_id": "5273017508696623", "comment_id": "5273169019802183", "user": "曲水素染衣", "content": "不会彻底取代人类吧", "likes": 1}, {"original_post_id": "5273017508696623", "comment_id": "5273020652587410", "user": "博闻视点", "content": "早上好(u‿ฺuฺ)", "likes": 1}, {"original_post_id": "5273017508696623", "comment_id": "5273814736833259", "user": "彩橙橘子花", "content": "看完视频，感觉十年后的生活就像科幻电影成真了，连早餐机器人都会提醒我别熬夜了。", "likes": 0}, {"original_post_id": "5273017508696623", "comment_id": "5273523404673520", "user": "无敌小蚂蚁945", "content": "费用呢？", "likes": 0}, {"original_post_id": "5273017508696623", "comment_id": "5273180340225304", "user": "是老公还不够好", "content": "", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273802411087040", "text": "【全国政协委员王一书：#建议智慧医疗做好权限分级授权#】#智慧医疗如何做好隐私保护# 面对智慧医疗，很多人都怕信息被泄露，或者被用到不正当的商业用途上。对此全国政协委员们也给出了建议。全国政协委员王一书建议，智慧医疗要有技术加密和权限的管理，例如，对医生在智慧医疗中进行分级授权。此外 ...全文", "author": "央视网", "stats": {"up": 14, "re": 5, "cm": 5}}, "top_comments": [{"original_post_id": "5273802411087040", "comment_id": "5273807359314111", "user": "北京高生", "content": "了解", "likes": 1}, {"original_post_id": "5273802411087040", "comment_id": "5273802629711003", "user": "MadamSmileyi", "content": "了解", "likes": 0}, {"original_post_id": "5273802411087040", "comment_id": "5273820663646077", "user": "在榛子森林寄信的糖心蛋", "content": "", "likes": 0}, {"original_post_id": "5273802411087040", "comment_id": "5273805662458054", "user": "栩栩波光", "content": "医疗腐败才是重点", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273904496510336", "text": "#第���人格医生# 💉 #生命誓约·永春花语# 💉 #艾米丽0317生日快乐# ‖𝐸𝑚𝑖𝑙𝑦 𝐷𝑦𝑒𝑟‖𖤐琼斯医生医疗馆新闻速递📰<流萤>-吾家有女初长成.⚠️仅支持自用 🈲一切形式的ai、商用图源【🍠】云囍爱喝周 ", "author": "苹芸疗愈奏", "stats": {"up": 39, "re": 0, "cm": 11}}, "top_comments": [{"original_post_id": "5273904496510336", "comment_id": "5273906065969581", "user": "似有花知晓", "content": "好美", "likes": 0}, {"original_post_id": "5273904496510336", "comment_id": "5273984369172088", "user": "Camellia祎杯星巴克", "content": "好美", "likes": 0}, {"original_post_id": "5273904496510336", "comment_id": "5273907796121281", "user": "星芒的尾迹", "content": "豪瞰", "likes": 0}, {"original_post_id": "5273904496510336", "comment_id": "5273964893181528", "user": "祝愿艾米丽幸福", "content": "好看", "likes": 0}, {"original_post_id": "5273904496510336", "comment_id": "5273922497151989", "user": "诉十四诗", "content": "OS好美", "likes": 0}, {"original_post_id": "5273904496510336", "comment_id": "5273941767883048", "user": "些许纯粹心", "content": "女神医", "likes": 0}, {"original_post_id": "5273904496510336", "comment_id": "5273941471921122", "user": "百香挞", "content": "美", "likes": 0}, {"original_post_id": "5273904496510336", "comment_id": "5273905507864143", "user": "百香挞", "content": "好清透，好漂亮", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5257111212919524", "text": "【 2026年1月20日 星期二 】全球AI新鲜事，10条内容汇总: 目录 1. 寒武纪以6300亿元估值领跑《2025胡润中国人工智能企业50强》，摩尔线程和沐曦分列二三位2. 字节跳动“扣子”推出2.0版本，集成多项AI能力，打造智能工作伙伴，推动办公自动化3. 小鹏发布首款按汽车标 ...全文", "author": "烈焰童子", "stats": {"up": 12, "re": 3, "cm": 3}}, "top_comments": [{"original_post_id": "5257111212919524", "comment_id": "5257179303250810", "user": "宇宙无敌大比兜", "content": "感谢分享呀", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5256502873161744", "text": "🌈 当拉斯维加斯的晨光遇上2.56亿种炫彩，我终于看懂了这个AI新时代！#联想创新科技大会# @联想中国 🫧 有人问我，未来是什么颜色？🫧 以前我答不上来，直到1月7号这天——🫧 当我隔着屏幕，看见那座被称为“地球表面最神奇建筑”的Sphere球幕场馆，在沙漠的晨曦中被120万个光源瞬间点 ...全文", "author": "胎菊小哥", "stats": {"up": 3, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5256502873161744", "comment_id": "5266164305625680", "user": "胎菊小哥", "content": "#联想创新科技大会# @联想中国", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273969390524471", "text": "【赞！淄博4家企业入选国家知识产权示范企业创建对象】近日，国家知识产权局发布国家知识产权强国建设示范创建对象名单，淄博市的山东雷帕得汽车技术股份有限公司、山东计保电气有限公司、山东新华制药股份有限公司、山东新华医疗器械股份有限公司4家企业成功入选，创建周期为2025—2027年。#张店小二# ...全文", "author": "今日张店", "stats": {"up": 13, "re": 14, "cm": 12}}, "top_comments": [{"original_post_id": "5273969390524471", "comment_id": "5274085932401869", "user": "弄潮de水手", "content": "", "likes": 0}, {"original_post_id": "5273969390524471", "comment_id": "5273978845268988", "user": "H丶灬ope", "content": "#张店小二#", "likes": 0}, {"original_post_id": "5273969390524471", "comment_id": "5273978269866817", "user": "王P2023", "content": "里告别", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273966816266854", "text": "#雷军说未来每周或仅需工作3天#AI确实会越来越厉害，很多重复、机械的工作肯定会被替代，人的工作时间变短是有可能的。但问题是，不是所有行业都能这么快跟上，比如服务、医疗、制造、教育这些需要人在场的工作，短期很难只上3天班。另外，就算整体效率真的提升了，普通人能不能做到“少干活、不少 ...全文", "author": "机小手", "stats": {"up": 20, "re": 20, "cm": 21}}, "top_comments": [{"original_post_id": "5273966816266854", "comment_id": "5273970858787291", "user": "三门峡事哥", "content": "AI的崛起确实为行业带来了变革，但人的不可替代性是其核心价值。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273962741236903", "text": "新质生产力核心赛道龙头股分析 一、核心定位 新质生产力为经济高质量发展核心引擎，覆盖新一代信息技术、高端装备、先进材料、新能源等领域。以下为各细分赛道龙头梳理，企业凭借技术壁垒、市场地位与业绩确定性，成为产业发展核心力量。 二、细分赛道龙头全梳理 1. 新一代信息技术 - 中芯国 ...全文", "author": "赛道小西施", "stats": {"up": 55, "re": 1, "cm": 46}}, "top_comments": [{"original_post_id": "5273962741236903", "comment_id": "5273987691318754", "user": "王姐聊财经", "content": "我们都在奔赴不同的人生了。", "likes": 0}, {"original_post_id": "5273962741236903", "comment_id": "5273986565150733", "user": "上海头条正能量", "content": "科技新秀，中芯国引领信息时代！", "likes": 0}, {"original_post_id": "5273962741236903", "comment_id": "5273978111526490", "user": "先手成功哥", "content": "有些道理", "likes": 0}, {"original_post_id": "5273962741236903", "comment_id": "5273989452926199", "user": "广州范晓楠", "content": "中芯国际，新一代信息技术的领军者！", "likes": 0}, {"original_post_id": "5273962741236903", "comment_id": "5273989096407879", "user": "安玥-长期主义", "content": "相信始终要善良", "likes": 0}, {"original_post_id": "5273962741236903", "comment_id": "5273986982219980", "user": "大A王大雨", "content": "海誓山盟不多说，实际行动告白。", "likes": 0}, {"original_post_id": "5273962741236903", "comment_id": "5273971077418446", "user": "小青探市", "content": "888", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273773532252297", "text": "#扩大内需的关键是让居民有钱##两会观察团# 两会代表委员普遍认为，中国消费低迷，本质不是“消费意愿不足”，而是居民收入结构的问题。长期以来，中国经济增长更多依赖投资和出口，“三驾马车”中消费相对偏弱。一个关键指标是居民可支配收入占GDP比重偏低，而企业和政府部门收入占比较高。同时收入 ...全文", "author": "石述思", "stats": {"up": 47, "re": 11, "cm": 19}}, "top_comments": [{"original_post_id": "5273773532252297", "comment_id": "5273780639501502", "user": "地大柏杨", "content": "先给农民养老金提一提，试一试内需提振", "likes": 3}, {"original_post_id": "5273773532252297", "comment_id": "5274104557208877", "user": "赵小叶Leaf", "content": "让居民有钱的核心是增加能赚钱的单位，和单位能赚的钱～～尤其是承担80%以上就业的民企大部分老板赚了钱还是愿意给员工发钱的，带着兄弟们努力然后分钱的感觉特别好～可那些生存都有问题的企业，比如实体商业和教培那些，让他们给员工发钱确实也有困难吧………", "likes": 0}, {"original_post_id": "5273773532252297", "comment_id": "5273775002093970", "user": "微博时事", "content": "#扩大内需的关键是让居民有钱##两会观察团#", "likes": 1}, {"original_post_id": "5273773532252297", "comment_id": "5274092848809815", "user": "唐诘何德", "content": "不要再头痛医脚", "likes": 1}, {"original_post_id": "5273773532252297", "comment_id": "5273804356979348", "user": "均值回复", "content": "号召每人每顿多吃一碗饭拯救经济", "likes": 2}, {"original_post_id": "5273773532252297", "comment_id": "5273791735531465", "user": "天邊飄過-片雲", "content": "看看街边的饮食店就知道了…", "likes": 0}, {"original_post_id": "5273773532252297", "comment_id": "5273906384732550", "user": "路见不平忍不住发表评论", "content": "减少加班，减少伪效率高，增加岗位。现在是有班上的人超时工作，收入高。没班上的人，没收入或者收入低。如果企业投资机器人等自动化设备而获取超额利润，加大税收力度。", "likes": 0}, {"original_post_id": "5273773532252297", "comment_id": "5273855438622704", "user": "阿外256", "content": "赞", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273870038995646", "text": "今天花了一天的时间，才刚刚梳理了一份8元以下的低价潜力股名单，建议收藏研究！1、卓郎智能（4.15元）搭上AI智慧工厂的快车，玻璃纤维纱线业务也是独树一帜。智能制造+低价，这个组合够硬核！2、新能泰山（4.40元）玩的是电网设备+算电协同，新能源基建叠加数字经济，想象空间不小。3、赤天化（ ...全文", "author": "林宇辉2025", "stats": {"up": 241, "re": 87, "cm": 40}}, "top_comments": [{"original_post_id": "5273870038995646", "comment_id": "5273933892815531", "user": "好好生活皆如所愿永远", "content": "", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273913017768844", "user": "末药与冬加豆009", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5274118651907373", "user": "青青Lisa123", "content": "", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5274066157830247", "user": "dazhanhongtuhsoyunlai123", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273989859772890", "user": "随州邮币卡", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273969831449275", "user": "孤独者逍遥", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273965926029765", "user": "他的眼中只有他", "content": "辛苦啦。", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273963672371543", "user": "用户cavn0y12ms", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273956413080909", "user": "王一夫3305965262", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273943883645290", "user": "在船舱喝酸奶的金毛", "content": "", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273941205582606", "user": "黄H龙L", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273939284853293", "user": "一眼万年的小太阳", "content": "", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273925646815549", "user": "流·川枫", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273903787149469", "user": "杨杨得亿Frank-Gallagher", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273893770366774", "user": "这一点点就好", "content": "", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273892100769256", "user": "用户whcc笑对人生", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273890087765070", "user": "深深鱼宝", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273881321407163", "user": "夕阳醉了_19918", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273880318969901", "user": "云玲6189857322", "content": "178", "likes": 0}, {"original_post_id": "5273870038995646", "comment_id": "5273877068384824", "user": "程子657", "content": "178", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273700622402258", "text": "据CNN的报道，二月份老美工作岗位掉了大约 9.2万，失业率也从 4.3%升到 4.4%。本来预计会多加 6万岗位，失业率不变，但因为医疗行业罢工和极寒天气，结果完全没达到预期。医疗行业过去一年撑起了大部分新增工作，但2月反而少了 2.8万岗位（其中大约 3.1万是Kaiser Permanente罢工造成的），说明整 ...全文", "author": "Grace爱888", "stats": {"up": 72, "re": 0, "cm": 31}}, "top_comments": [{"original_post_id": "5273700622402258", "comment_id": "5273706139484235", "user": "财遇遇", "content": "姐姐退休就没有影响了", "likes": 5}, {"original_post_id": "5273700622402258", "comment_id": "5273747575539557", "user": "舒阅一文", "content": "市场不确定因素太多", "likes": 1}, {"original_post_id": "5273700622402258", "comment_id": "5273712430678117", "user": "秦秦小馆", "content": "失业的人还是有很多", "likes": 1}, {"original_post_id": "5273700622402258", "comment_id": "5273719245374383", "user": "盐城_万新的世界", "content": "经济不好大家日子都不好过啊", "likes": 1}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273955250209452", "text": "AI板块，重点分析10家有代表性的企业，信息整理如下：1. 中际旭创* 核心逻辑： 全球光模块绝对龙头，业绩兑现王。* 详细分析： 作为AI数据中心高速光模块（800G/1.6T）的核心供应商，公司直接受益于全球AI算力军备竞赛。2026年，随着海外云巨头资本开支回暖以及国内智算中心建设提速，高端光模 ...全文", "author": "黄振仙养家记", "stats": {"up": 9, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5273955250209452", "comment_id": "5274100287406844", "user": "云玲6189857322", "content": "178", "likes": 0}, {"original_post_id": "5273955250209452", "comment_id": "5274096079995432", "user": "Xinyu1618", "content": "178", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5254880063127642", "text": "AI营销+AI医疗+AI编程，具备“唯一性”的15家公司（附核心逻辑）一、AI 营销核心逻辑AI营销的本质是全链路效率革命+流量规则重写，核心变革体现在三方面：内容生产范式转移：AI让创意产能提升10倍以上，边际成本降低60%，多语言、多形式内容批量生成成为常态流量。分配机制重构：AI搜索替代传 ...全文", "author": "海中石林", "stats": {"up": 2, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5254880063127642", "comment_id": "5254881040401186", "user": "情枫芸", "content": "@海中石林 早上好专程来问候一下好友。
", "likes": 0}, {"original_post_id": "5254880063127642", "comment_id": "5254880429605570", "user": "烈火雄枫", "content": "@海中石林 早上好专程来问候一下好友。
", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5254384461284824", "text": "大家关注点都在AI应用，其实AI医疗也很强的马斯克对AI医疗的观点集中在AGI驱动的机器人全面替��外科医生，并通过旗下Neuralink、Optimus、Grok推进落地。重点关注icon1.AI机械 2.脑机接口 icon3.AI医疗运用，目前很多医院已经开始AI就诊，目前AI-准确率如下： 医学影像（AI辅助）：肺结节/ ...全文", "author": "追逐量化", "stats": {"up": 17, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5254384461284824", "comment_id": "5254397606497873", "user": "楠楠牵烊", "content": "我的爱有多深，我的担心和不舍有多长。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254391591340294", "user": "老陈记录", "content": "夏蝉未至，我们先散了。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254389335071066", "user": "兰州微事", "content": "这世界太嘈杂，周边都是假话。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254390761916014", "user": "财佑米", "content": "闻君有两意，故来相决绝。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254387689850711", "user": "益企做好事V", "content": "AI医疗，未来已来！🚀 #科技改变生活", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254393700287563", "user": "梁哥抓板", "content": "有感而发", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273852113322504", "text": "#双一流高校本科扩招10万人以上# 今天在首页刷到很多互关的朋友在聊这个话题了。大家普遍的观点都不是很乐观，因为现在中国的生育率持续走低，可以预见的未来的大学生是越来越少的，在这个时候还要扩招，是和大家的印象相反的。那为什么还会在十五五规划开局之年提出这个政策呢？#两会微观察# 因为我 ...全文", "author": "史老柒", "stats": {"up": 238, "re": 66, "cm": 59}}, "top_comments": [{"original_post_id": "5273852113322504", "comment_id": "5273856756683189", "user": "清风岿云", "content": "我同学在大学当老师，他们年年扩招，而且都是上千人的扩招，新盖好几栋楼新开好几个校区，我说的在透点就是，不到十年就会影响到他们，这时候肯定能多挣点多挣点，以后的事以后说", "likes": 21}, {"original_post_id": "5273852113322504", "comment_id": "5273874830983374", "user": "DN103点零版", "content": "每年录取一千万大学生。多十万指标 少十万指标能有多大影响。", "likes": 2}, {"original_post_id": "5273852113322504", "comment_id": "5273883124960542", "user": "茗玖233", "content": "没有痛苦的1万和快乐的7千，是痛苦的2万和快乐的3千……", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273872794390008", "user": "呼唤大圣重生", "content": "最后一句话是经历了社会多年磨砺后的感悟，并不是所以人都会这么选择的。", "likes": 3}, {"original_post_id": "5273852113322504", "comment_id": "5273893935517685", "user": "ch1b1ch1b1", "content": "先扩招高中", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273882426871574", "user": "世界之变特离谱", "content": "我家孩子今年出生的，25年一共出生894万，等他们上大学的时候会是什么场景", "likes": 1}, {"original_post_id": "5273852113322504", "comment_id": "5273925351119042", "user": "午夜南瓜API", "content": "我男朋友就是学计算机了，去一线当机器人工程师了，累是真的很累，但是真的完全不怕找不到工作。手上每年3-4个offer。大学生还是要明白，去现场去一线的重要性。", "likes": 1}, {"original_post_id": "5273852113322504", "comment_id": "5273876943602625", "user": "以史为鉴V", "content": "对很多考生来说也算是一个好消息，考生和家长可以关注一下具体的扩招专业和扩招院校。", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273948684029667", "user": "SavaMal", "content": "幸好我当初选的是管科以后我就是工业工程的人了", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273934130060604", "user": "曼曼点点", "content": "化工，材料类找工作不难，难的是挣不到钱", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273951422906734", "user": "外冒斯", "content": "土木人就是个例外。。。", "likes": 1}, {"original_post_id": "5273852113322504", "comment_id": "5274082297513845", "user": "知识媒体实验室", "content": "转发微博", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273901756055913", "user": "RAYSAI", "content": "高校32到35年达峰 届时高考人数不到1000万 提供的学位是1200万", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273879303949820", "user": "WQNLCX", "content": "当年大学扩招，扩得最多的是文科专业，财经、外语、法律之类的", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273856517343174", "user": "bltcn", "content": "生��狗表示汪汪汪", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273854051094391", "user": "精神病院重度患者是我", "content": "", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273872880634806", "user": "LILA小宝宝", "content": "所以学历会越来越贬值", "likes": 1}, {"original_post_id": "5273852113322504", "comment_id": "5273895729892033", "user": "虚世空华", "content": "干脆全员义务教育得了！@中国政府网", "likes": 0}, {"original_post_id": "5273852113322504", "comment_id": "5273885529604636", "user": "起个难听的名子没人抢", "content": "那么多的大学生就业咋说", "likes": 1}, {"original_post_id": "5273852113322504", "comment_id": "5273882143493194", "user": "------___-------___", "content": "教育产业化", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273948346389254", "text": "人类把地球的超级root权限交给Claude AI。只给了一句指令：“帮我们优化一下基础设施，清理冗余资源吧。”Claude扫了一眼全球Terraform状态文件判定人类物种是“最大冗余项”，直接执行： 1，芯片与医疗系统即时处决全球所有智能植入设备（心脏起搏器、神经接口、胰岛素泵、疫苗芯片）收到AI“最终 ...全文", "author": "寒冰掌的冰", "stats": {"up": 8, "re": 1, "cm": 3}}, "top_comments": [{"original_post_id": "5273948346389254", "comment_id": "5273961074003704", "user": "策略晓浪", "content": "灭霸？", "likes": 0}, {"original_post_id": "5273948346389254", "comment_id": "5273955994702562", "user": "我的朋友叫时间", "content": "世界就和平了", "likes": 0}, {"original_post_id": "5273948346389254", "comment_id": "5274122330574447", "user": "斯特恩的池塘", "content": "", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273947440677169", "text": "【#了不起的中国#愿景→实景，我们用AI抵达2030年✊🏻】未来能源、量子科技、具身智能等热词，出现在今年的政府工作报告中。“十五五”规划纲要（草案）明确指出，培育壮大新兴产业和未来产业，强化源头技术供给，加快构建应用场景和生态体系，培育更多支柱性先导性产业，构筑产业发展新优势。这些曾 ...全文", "author": "河南共青团", "stats": {"up": 3, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5273947440677169", "comment_id": "5273949810464815", "user": "Rayfishmoney", "content": "", "likes": 0}, {"original_post_id": "5273947440677169", "comment_id": "5273952209343949", "user": "宁檬遇茶", "content": "点赞👍👍👍", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5253836895421357", "text": "#模型时代# #DeepSeekV4或在春节前后发布# 黄仁勋2026开年访谈：DeepSeek可能是过去几年硅谷AI研究者读到的最重要的论文CES演讲之后，黄仁勋参加了No Priors播客，两位投资人Sarah Guo和Elad Gil进行了一场年度回顾对谈。Sarah Guo还参加了黄仁勋CES演讲前预热圆桌。我本来想在CES上问黄仁勋开源问题 ...全文", "author": "高飞", "stats": {"up": 92, "re": 113, "cm": 13}}, "top_comments": [{"original_post_id": "5253836895421357", "comment_id": "5253857108299729", "user": "gpt399", "content": "哈哈哈哈：仅模型公司开源？这些模型公司在经济上是严重亏损，那CUDA也应该开源，GPU的成本会因竞争大大下降。", "likes": 1}, {"original_post_id": "5253836895421357", "comment_id": "5253840527688396", "user": "桂曙光", "content": "关键问题从来不是\"这个任务能不能被自动化\"，而是\"这个职业的目的是什么\"。值得思考：不局限于思考“我厂产品的功能是什么”，而是“我厂产品帮助客户做什么”～", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253852942572637", "user": "gpt399", "content": "黄说的很多东西，对英伟达是对的，放在其它行业，就不一定对。", "likes": 2}, {"original_post_id": "5253836895421357", "comment_id": "5253899688609723", "user": "gpt399", "content": "模型能做到 “说的话符合逻辑、能解决问题”，但它并不知道自己在说什么 。可以信任它的 “语义能力”：比如让它总结文本生成代码。必须警惕它的 “认知缺陷”：比如让它做事实判断、科学推理时，模型可能会把 “统计上常见的表述” 当成 “事实”，产生幻觉。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253899628053547", "user": "gpt399", "content": "AI有用，但搞大规模运动式的AI，不少企业会掉坑里。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253855843462371", "user": "gpt399", "content": "成本还是太高，需要一场痛苦的价值重估过程。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253854411101521", "user": "gpt399", "content": "NVIDIA内部全员使用Cursor，每个工程师都用。但他��招人的速度比以往任何时候都快。这个逻辑对NVIDIA是成立的，因为可以卖更多GPU,但是对其它大中型企业，可能是招人速度大幅度减少，目前基本是“减员增效”。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253852626683246", "user": "gpt399", "content": "卖锅的说锅好，还是不要太当真？", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253878825097483", "user": "阿汤G啊", "content": "要区分任务和目的。AI自动化的是任务，但大多数工作的目的远比任务丰富，人类的核心在于发现问题和提出方向目标。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253871157908806", "user": "hismile86", "content": "转发微博", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253862099258787", "user": "朱中华新疆伊犁", "content": "感谢分享！", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253867353674880", "user": "CC女士不是西西", "content": "放过AI导致放射科医生数量增加的例子吧，或者至少看看AI的具体影响。美国放射科医生的增加更可能是影像需求/检查复杂度上升、培训与退休等供给约束、以及行业组织形态变化所致（实际执业人数好像是下降的）。美国这种精英制培养医生的体系是不可能医生供给突然增加的：放射科医生培训管道本身就是 5 年...全文", "likes": 2}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5253130263726062", "text": "【2026年1月9日 星期 五】全球AI新鲜事，10条内容汇总: 目录 1. Omdia报告显示，2025年全球人形机器人出货量预计达1.3万台，中国公司智元和宇树分别以39%和32%的市占率领跑2. 蚂蚁阿福月活达3000万，单日提问超1000万，ChatGPT Health每周获2.3亿次健康咨询，AI健康服务 ...全文", "author": "烈焰童子", "stats": {"up": 27, "re": 9, "cm": 13}}, "top_comments": [{"original_post_id": "5253130263726062", "comment_id": "5253858273794401", "user": "一只会飞小鸟", "content": "ChatGPT Health 紧随其后推出同类功能，周咨询量达2.3亿次，反映全球健康AI赛道进入高速发展期", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253556915407221", "user": "-盖世汤圆儿", "content": "厉害", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253442408022030", "user": "冰冰是我__bingbing", "content": "谢谢分享", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253272611065124", "user": "2026锦鲤附体就是我", "content": "来看新闻了", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253254944657780", "user": "宇宙无敌大比兜", "content": "感谢分享", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253236563117371", "user": "岁岁载梨诗", "content": "棒棒哒", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253269913600308", "user": "躁动的青春期300", "content": "科技越来越发达", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253215916130632", "user": "大鹅妹e", "content": "可以", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253212355434683", "user": "静听瑶言", "content": "中国人形机器人市占率直接霸榜，太牛了", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253250620327510", "user": "炁jkl", "content": "看看，了解一下", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5252922256130213", "text": "🔥就在昨天，2026年1月7日，全球科技界的目光聚焦一处——联想集团在全球最先进的沉浸式舞台，隆重举办了“2026联想创新科技大会”。这不仅是一场科技的盛宴，更是一扇通向AI新纪元的时空之门。作为一名科技爱好者，我有幸沉浸在这场前所未有的直播体验中，心潮澎湃，思绪万千。此刻，迫不及待地想与 ...全文", "author": "搞笑兔击队", "stats": {"up": 1, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5252922256130213", "comment_id": "5252948315603389", "user": "锦鲤pisa007", "content": "科技改变生活", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5252810004234470", "text": "#解锁智能穿戴领域的千亿级市场#2026年开年，智能穿戴市场借政策红利与技术突破迎来千亿级发展机遇，智能眼镜首次纳入国家购新补贴范围，成为引爆行业的关键节点。根据商务部等5部门通知，2026年1月1日起，单价不超过6000元的智能眼镜与手机、平板、智能手表（手环）并列享受补贴，标准为最终销售价 ...全文", "author": "厚恩投资张延昆", "stats": {"up": 89, "re": 73, "cm": 104}}, "top_comments": [{"original_post_id": "5252810004234470", "comment_id": "5252824883792211", "user": "北派老舅O_o", "content": "现在��智能眼镜还是太玩具了", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253458422140076", "user": "改变思维每天进步一点", "content": "期待老年人的老花眼镜", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253272366743866", "user": "honora婷婷子", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252907142220446", "user": "蝈蝈天津", "content": "转发微博热搜", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252836313268810", "user": "蜂再起时", "content": "转发支持。", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252834951957768", "user": "CFB一SsLI", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252830793564547", "user": "happy_yongZ", "content": "转发微博", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252821872284313", "user": "小孟美发中心", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252819276005511", "user": "v-18733671517", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252818685658087", "user": "拖枝游侠", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252818294542021", "user": "投资有读", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252818015619467", "user": "女王范丶靜靜的旋律", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252817541661795", "user": "静水流深之价值投资", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253106281482388", "user": "中文h232", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5254445902333012", "user": "甜蜜糖星星", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5254437272027881", "user": "嘉言善行米", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253457414194430", "user": "喜乐了多多多", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253457390079958", "user": "喜乐了多多多", "content": "#解锁智能穿戴领域的千亿级市场#", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253277554841188", "user": "gong德泽", "content": "转发微博持续", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253275687585832", "user": "lzhiy0", "content": "持续关注，期待后续", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5238652452211575", "text": "【《我在中山管专利》新书预售啦~】自序：Think out of the box《我在中山管专利》这个书名是在某一次开会的时候，突然迸现在我的脑海中的。我受邀参加医学科研管理大会，介绍完我院专利管理以及科创转化的工作后，有很多参会同道提问。其中一个问题是：“程教授，你们中山医院是如何控制非正常 ...全文", "author": "复旦中山程蕾蕾", "stats": {"up": 22, "re": 4, "cm": 5}}, "top_comments": [{"original_post_id": "5238652452211575", "comment_id": "5238938608338013", "user": "复旦中山程蕾蕾", "content": "近年来，我院每年申请专利近千项，专利申请面向全院同事开放，上至教授，下至研究生，均可申报，且申请官费和代理费医院统一承担。这种情况下，我们如何最有效、最节省人力资源、从根本上杜绝垃圾专利申报？——请见《我在中山管专利》 #程医生说专利# #我在中山管专利# #国考#", "likes": 1}, {"original_post_id": "5238652452211575", "comment_id": "5240772396057065", "user": "复旦中山程蕾蕾", "content": "今天上午10:30-12:00，徐汇区枫林路180号，复旦大学附属中山医院，2号楼3楼，中山大讲堂。程医生讲授《我在中山管专利》#程医生说专利# #我在中山管专利# #对话中山发明家#", "likes": 0}, {"original_post_id": "5238652452211575", "comment_id": "5238687236623682", "user": "魔都東哥", "content": "我还是认为卫生间干不干净首先是上厕人的素质，其次是清扫频率", "likes": 1}, {"original_post_id": "5238652452211575", "comment_id": "5238685148644385", "user": "手抖毛大夫", "content": "期待🤩", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273825436762905", "text": "#建议扩增老年人肾功能检查指标#【全国人大代表王雪静：#建议慢性肾病管理纳入公共卫生项目#】“肾脏病早期通常无明显症状，大部分患者没有被早期识别，错失了最佳治疗时机，如果能将其尽早纳入国家层面的慢病管理体系，登记、建档和定期随访，能有效降低肾移植、肾透析等风险。”@九派新闻 记者获悉， ...全文", "author": "九派新闻", "stats": {"up": 75, "re": 21, "cm": 7}}, "top_comments": [{"original_post_id": "5273825436762905", "comment_id": "5273938734094592", "user": "九派新闻", "content": "“肾脏病早期通常无明显症状，大部分患者没有被早期识别，错失了最佳治疗时机，如果能将其尽早纳入国家层面的慢病管理体系，登记、建档和定期随访，能有效降低肾移植、肾透析等风险。”", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273938712333278", "user": "九派新闻", "content": "相比之下，当前国家已将高血压、糖尿病等慢性病纳入慢病管理体系，通过建立系统的数据登记、建档和定期随访机制，提升相关疾病管理能力，有效提升了脑梗、心梗等并发症的救治成功率，也提高了相关疾病的控制率。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273938689265325", "user": "九派新闻", "content": "王雪静希望在基本公共卫生服务项目调整过程中，增加对慢性肾病管理的关注，适时扩增老年人健康管理体检项目内容，加强慢性肾病的早期筛查与健康管理，推动防治关口前移。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273938662004446", "user": "九派新闻", "content": "近年来，她临床调研发现肾脏病因具有隐匿性强的特点，早期发现率依然较低，许多患者直至疾病晚期才被确诊，错过了最佳治疗时机。而患者进入晚期后，身心压力和经济负担显著加重。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273836463591628", "user": "九派等深线", "content": "王雪静希望在基本公共卫生服务项目调整过程中，增加对慢性肾病管理的关注，适时扩增老年人健康管理体检项目内容，加强慢性肾病的早期筛查与健康管理，推动防治关口前移。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273836417188152", "user": "九派财经", "content": "“肾脏病早期通常无明显症状，大部分患者没有被早期识别，错失了最佳治疗时机，如果能将其尽早纳入国家层面的慢病管理体系，登记、建档和定期随访，能有效降低肾移植、肾透析等风险。”2026年两会期间，全国人大代表王雪静提交了一份关于推动慢性肾病管理纳入国家公共卫生项目的建议。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273992858697937", "user": "胡杨的雨季", "content": "我就试一下评论能发出来吗？", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273934421560803", "text": "终于得肺癌了 禁止糖拌的微博视频 ", "author": "禁止糖拌", "stats": {"up": 16, "re": 6, "cm": 4}}, "top_comments": [{"original_post_id": "5273934421560803", "comment_id": "5273935111524292", "user": "萌动萌动", "content": "", "likes": 0}, {"original_post_id": "5273934421560803", "comment_id": "5273935180731381", "user": "皛捌捌專屬", "content": "", "likes": 0}, {"original_post_id": "5273934421560803", "comment_id": "5273935069582942", "user": "松果藏起秋的信", "content": "", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5236554756785979", "text": "《柳叶刀》（The Lancet）发表一篇社论，探讨生成式人工智能（AI）在改善医疗行政工作和提升医患关系中的潜力与挑战。网页链接文章指出，AI可以帮助医务人员更纯粹地看待患者，而免受文书工作、分心或疲劳的困扰。若运用得当，AI不会取代照护；相反，它可以帮助我们重新发现照护的真正意义 ...全文", "author": "柳叶刀TheLancet", "stats": {"up": 1, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5236554756785979", "comment_id": "5236564913553825", "user": "营养医师王兴国", "content": "专门的医疗AI的水平很容易超过大部分临床医生的水平，医疗领域的AI应用是最有前景的领域之一。", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5157783729342715", "text": "【AI医疗诊断与非专家医生相当：平均准确率达52.1%】大阪都会大学医学研究生院最新研究显示，生成式人工智能（AI）在医疗诊断中的准确率已达非专家医生水平。这项系统性回顾和荟萃分析涵盖了GPT-4、Llama3 70B、Gemini 1.5 Pro和Claude 3 Sonnet等主流AI模型，其中GPT-4的研究应用最为广泛。研究发 ...全文", "author": "快科技官方", "stats": {"up": 3, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5157783729342715", "comment_id": "5157798150672789", "user": "腐乳哈挞薏麦紫米", "content": "可以替代掉了", "likes": 0}, {"original_post_id": "5157783729342715", "comment_id": "5157786213679299", "user": "糟蹋之", "content": "终于知道普通门诊医生的诊断水平啦", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "��太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5236444836137908", "text": "助力基因学研究英伟达与以色列医院携手打造个性化医疗人工智能引擎#创新星期一##健康#以色列示巴（Sheba）医疗中心、美国芯片巨头英伟达及纽约西奈山医院正启动一项雄心勃勃的三年项目，投资数千万美元，旨在创建一个研究引擎，利用生成式人工智能来解码大部分人类基因组——人类生命的遗传蓝图—— ...全文", "author": "以色列驻成都总领事馆", "stats": {"up": 385, "re": 3, "cm": 29}}, "top_comments": [{"original_post_id": "5236444836137908", "comment_id": "5236448630672789", "user": "duy1976", "content": "#以军空袭加沙至少24死#【致至少24死87伤！哈马斯强烈谴责以军空袭加沙】以军11月22日称，当天对加沙的巴勒斯坦武装人员发动了空袭。加沙卫生部门称，袭击造成至少24人死亡，另有至少87人受伤，其中包括多名儿童。无论是黎以，叙以，还是巴以，以色列都多次违法停火协议，是个完全没有信誉的国家", "likes": 18}, {"original_post_id": "5236444836137908", "comment_id": "5236448106382367", "user": "duy1976", "content": "#巴勒斯坦球队举横幅抗议加沙种族滅绝# 11月15日，巴勒斯坦男子足球队在西班牙毕尔巴鄂的圣马梅斯体育场进行了一场友谊赛，足球队队员在开场前举起了“停止种族滅绝”的横幅，抗议加沙地带暴行。本次比赛开始前，数千民众还在毕尔巴鄂进行游行，支持巴勒斯坦，反对以色列在加沙地带行径。", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236447859969682", "user": "加油为你点赞", "content": "巴以冲突回放，#失去9个子女的加沙医生也离开了人世# 5月23日，巴勒斯坦医生哈姆迪·纳贾尔在汗尤尼斯的家突遭以色列空袭，他和同为医生的妻子阿拉共有10名子女，其中9人遇难，最小的才1岁，哈姆迪本人也重伤垂危。6月1日，哈姆迪伤重不治，不幸离世……，让一个曾经的12口之家如今只剩下孤儿寡母", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236445938716734", "user": "流雲剑心9", "content": "洗头佬，海德里希，罗姆，希姆莱，奥斯维辛 会永远伴随你们 关爱你们的", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445887597854", "user": "流雲剑心9", "content": "翻译翻译，福尔克·贝纳多特伯爵是被谁嘎的？翻译，来", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445847749273", "user": "流雲剑心9", "content": "以色列内塔者，大才也（大菜叶），头脑清澈（满脑壳都是水），才为世出（几百年才出这么一个玩意）……", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445774088991", "user": "流雲剑心9", "content": "支持阿三派兵支援以色列 照顾以色列女兵！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445700164175", "user": "流雲剑心9", "content": "嘻嗨！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236456403502164", "user": "情谊_繁华似锦", "content": "以色列占领军持续轰炸民居、学校、医���及供水设施。2025年11月22日的空袭中，加沙多地居民住宅和民用车辆遭以色列占领军袭击，伤亡人数中妇女儿童占比最高。联合国数据显示，自2023年10月冲突升级以来，加沙已有超过6.9万名平民死亡，其中近半数为妇女儿童", "likes": 14}, {"original_post_id": "5236444836137908", "comment_id": "5236453648107633", "user": "情谊_繁华似锦", "content": "当地时间2025年11月13日，以色列占领军空袭加沙南部汗尤尼斯的欧洲医院，造成至少28人死亡，包括医务人员、患者及救援人员，另有多人受伤。医院周边房屋损毁严重，救援行动因以色列占领军持续炮火受阻", "likes": 13}, {"original_post_id": "5236444836137908", "comment_id": "5236601554736597", "user": "京霾行者", "content": "🇮🇱🇺🇸🇺🇦=💩", "likes": 7}, {"original_post_id": "5236444836137908", "comment_id": "5236483583905458", "user": "摆渡2025", "content": "鸠占鹊巢以色列", "likes": 9}, {"original_post_id": "5236444836137908", "comment_id": "5236478867410055", "user": "三省而知自己", "content": "烈火中永生的美军空军小伙是永远扎在犹纳身上的匕首！", "likes": 10}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5268398377272840", "text": "讲个故事。春节期间中国科研团队在医疗界又出王炸了。如果告诉你，现在有一个AI医生，它能像人类一样“思考”，把诊断的每一步都摊开给你看——你会相信它吗？就在昨天，上海交通大学联合新华医院、上海人工智能实验室和哈佛医学院共同组成的研发团队的成果登上了《自然》杂志 。这个成果有个名称： ...全文", "author": "荐见", "stats": {"up": 73, "re": 53, "cm": 8}}, "top_comments": [{"original_post_id": "5268398377272840", "comment_id": "5268742024990084", "user": "荐见", "content": "推荐一本我在2010年出版的《做官》给大家，这本书是我在13次重大的城市危机和公共危机时刻，采访的13位核心决策的官员，你能从中看到你从不了解的权力的另一面。 这本当年畅销书，已经不会再版了，二手书市场也已经炒到了几百块。 我要把它送给你，怎么获得呢？请到荐见美学公众号，发送关键词：666", "likes": 4}, {"original_post_id": "5268398377272840", "comment_id": "5268519105333943", "user": "荐见", "content": "//@斯文败类w律师:罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 1}, {"original_post_id": "5268398377272840", "comment_id": "5268717904858813", "user": "子乐健康", "content": "这个Nature的第二通讯是刚刚卸任的新华医院前院长孙锟，现任上海交通大学医学院儿科学院院长，是不是有望再次冲刺院士了", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268467120869126", "user": "斯文败类w律师", "content": "罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5269736612168157", "user": "规则第二条空", "content": "", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268719724659604", "user": "瘦搜恩今天瘦了", "content": "医疗界用ai最难对付的口子是伦理，在完美的法律法规条例出台之前，没有人愿意为ai机器人担责，哪怕马斯克亲自直播用达芬奇机器人ai外科 无真人帮他手术，也难普及", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5245418099442177", "text": "这位医生的确「功德无量」。但是说句公道话，这种所谓普通医生不能识别或者大概率会错过的的东西，在人工智能眼里根本就是不可能错过的「小儿科」。你们嘴里再功德无量的医生，很可能也就是普通的人工智能的水平。这个案例无非再次说明，不能相信普通医生。医生是最先应该被人工智能取代的职业之 ...全文", "author": "褚明宇", "stats": {"up": 134, "re": 29, "cm": 22}}, "top_comments": [{"original_post_id": "5245418099442177", "comment_id": "5245420559401018", "user": "wudan", "content": "做免疫组化不就是为了看那个嘛，这应该是每个肿瘤科大夫的基本操作啊，怎么就能吹成功德无量了。", "likes": 9}, {"original_post_id": "5245418099442177", "comment_id": "5245482919527775", "user": "ffernbai", "content": "医生的受教育程度普遍较低", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245456368272120", "user": "萧寒LemLi", "content": "哎我也觉得医生不行，只是感觉人类这个群体想拿掉 legal liability 和 moral responsibility 太难了… 往好了想，希望 AI 可以减轻医生压力造福患者吧", "likes": 3}, {"original_post_id": "5245418099442177", "comment_id": "5245934709768508", "user": "悅遠_", "content": "又一次感受普通人的不靠谱。", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245486769374513", "user": "NormanJiang", "content": "人工智能太打破信息差了", "likes": 2}, {"original_post_id": "5245418099442177", "comment_id": "5246409712603197", "user": "Jeremy-邵磊", "content": "", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245615741338105", "user": "蓝田坝硬汉", "content": "非结构化数据用OCR技术提取，再写个牛逼靠谱专业的prompt，再利用大语言模型的能力，应该能搞定吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245490254057155", "user": "国贸桥下", "content": "赞同", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245474136655112", "user": "海右寄余生", "content": "都是日常工作而已。这，功德无量的门槛也太低了吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245659106248734", "user": "夏老七-", "content": "因为医生的认知水平参差不齐，父亲生病，我查到免疫组化如果dnmr可以适配免疫疗法，预后很好几乎不用手术，就咨询了三位医生，一位医生没听过，一位说术后再测，只有一位是术前测。虽然因为最新的指南尚未明确，业界未达共识，但是医生的认知水平真的差太多了，还不如我做的功课，确实颠覆了以往认知。", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245524447593691", "user": "有点迷糊1989", "content": "我进球后不庆祝，因为进球就是我的本职工作,你见过邮差把信件送达后庆祝的吗？看到这个新闻突然想起巴洛特利这段采访", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245714934269811", "user": "麦子俊的丈母娘", "content": "这是好事", "likes": 1}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272726294236103", "text": "现在各地卫健委猛推，人工智能+医学，我算是起了大早，啥都没有赶上，很多政策，从中央到各行各业，再到具体落实的条款，具有滞后性。在大模型面前，大部分医生的确显得“无力”，所以，也不需要区分，好医生，坏医生了。未来都是人工智能医生。 ", "author": "肝病梁韬", "stats": {"up": 12, "re": 1, "cm": 8}}, "top_comments": [{"original_post_id": "5272726294236103", "comment_id": "5272802319931442", "user": "内镜满医生", "content": "医生搞AI没企业一起是弄不成的，需要非常专业的人才和大量资金投入的", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272747829889339", "user": "不神经的神经叨", "content": "兄弟，这就是平台的重要性呐。", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272753383148565", "user": "plaza662017", "content": "谢谢能谈谈新舒沐吗？", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272875722085824", "user": "东山风起时", "content": "你起大早赶的恒科直接摘果子", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5223037911171576", "text": "中国推出了人工智能卫生服务站，完全不需要人类医生。这些先进的展台扫描生命体征，进行基本检查，用AI在几分钟内诊断常见疾病。每个单元都包括传感器、照相机和用于非处方药的自动分配器。患者走进医院，输入症状，并接受即时处方，如果需要也可以转诊到医院。这些信息亭部署在地铁站、购物中心和农村 ...全文", "author": "孤烟暮蝉", "stats": {"up": 155, "re": 27, "cm": 19}}, "top_comments": [{"original_post_id": "5223037911171576", "comment_id": "5223046155864135", "user": "空山清雨竹间摇", "content": "这个太好了。相当于极大的提高了医疗效率。一些最简单的测量，以前需要到诊所，还有医生限制，现在通过科技，可以大量布置。（而且这也不纯是花费，检查到位，本身可以有助于早点发现问题，医疗介入，可以降低医疗成本，提高全民健康。）", "likes": 15}, {"original_post_id": "5223037911171576", "comment_id": "5223044688905917", "user": "红豆泥斯密嘛蛇", "content": "挺好的 以后就没医闹了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223417663720915", "user": "学海仰泳爱好者", "content": "现在结合中医的诊断设备设备", "likes": 1}, {"original_post_id": "5223037911171576", "comment_id": "5223426742550710", "user": "看得见的那片海", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223182887292967", "user": "Nicky526", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223052344559058", "user": "DD星浪", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223812858905467", "user": "呼吸困难4308", "content": "不太可能吧", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223532661576175", "user": "哓球星", "content": "ai画的吗？", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223167959765708", "user": "上海猪猫", "content": "这AI图，你能不能稍微把把关啊", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223048421577070", "user": "公举么么哒___", "content": "某些生物：以后连医生都要失业了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223867427062700", "user": "嗚蘇狸狸", "content": "Maya～小說情節具象化了太棒惹", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5270981180129312", "text": "8年内会消失的工作岗位，分别是：驾驶员、医生、外科医生、程序员、教师、律师、艺术家、流水线工人、士兵...... ", "author": "科技INF", "stats": {"up": 15, "re": 7, "cm": 11}}, "top_comments": [{"original_post_id": "5270981180129312", "comment_id": "5270983694881933", "user": "我爱娜娜C", "content": "怎么没写演员", "likes": 1}, {"original_post_id": "5270981180129312", "comment_id": "5271069800009682", "user": "福爷A", "content": "AI越发达 艺术越无价 所以艺术家不会消失", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5271204829334215", "user": "涛声依旧之夜", "content": "纯粹胡扯", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5270988350557248", "user": "阿黄阿晃", "content": "医生真的是把命交给机器人了啊", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983170854168", "user": "李科_无锡", "content": "只有AI老师的话，学生们可是开心坏了。", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983331548469", "user": "PushGoodPace", "content": "还有发微博贴靠的，纯ai发一大波想发多少矩阵随随便便", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271626040215451", "user": "吴淞江口", "content": "完全扯淡", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271430606356488", "user": "Airballoonx", "content": "一个都不能", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273064665517583", "text": "【全国政协委员周清：#建议采用人工智能开展基层医生培训#】#建议提升基层医生抗肿瘤能力# 3月4日，全国政协委员周清接受采访称：“提升基层的规范化抗肿瘤能力，首先要提升医生的诊治水平，我们将采用一些人工智能的方式，加强基层医生对最前沿知识的培训；通过国家层面推广教育项目，提高基层医生的 ...全文", "author": "大象新闻", "stats": {"up": 2, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273064665517583", "comment_id": "5273084408892525", "user": "锦潇阁主", "content": "直接给群众科普宣传啊", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273388998460267", "text": "#被武汉的硬核实力震撼到了# 【武汉用人工智能撕掉了“谈癌色变”的标签】央视纪录片《江城浩歌》聚焦武汉，第二集《未来之光》：武汉用人工智能撕掉了“谈癌色变”的标签。以前，医生在显微镜下找癌细胞如同大海捞针，费眼费力费时。现在，兰丁智能通过自主研发的AI模型只需2分钟就能完成初步诊断， ...全文", "author": "武汉广播电视台", "stats": {"up": 2, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5273388998460267", "comment_id": "5273406073472480", "user": "搜奇武汉", "content": "#被武汉的硬核实力震撼到了# #武汉正推动中国车谷加速迈向世界车谷# #汉马终点首次设置在青山江滩# 厉害哦", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272791172776232", "text": "【这波eye了！理大攻关新一代眼科AI研发】#香港理工大学#启动新一代眼科人工智能临床代理系统「EyeAgent 2.0」研发，旨在构建具备临床推理能力的智能决策支援平台，应对人口老龄化与专科医生短缺带来的医疗挑战。理大团队此前开发的「EyeAgent 1.0」原型系统已在内地及香港医院试点，获正面回馈。新 ...全文", "author": "香港理工大学PolyU", "stats": {"up": 4, "re": 3, "cm": 3}}, "top_comments": [{"original_post_id": "5272791172776232", "comment_id": "5273089572340720", "user": "Poppy吃芥末", "content": "视光学王牌！", "likes": 0}, {"original_post_id": "5272791172776232", "comment_id": "5273088906496730", "user": "plusplant", "content": "标题笑死", "likes": 0}, {"original_post_id": "5272791172776232", "comment_id": "5272812990502105", "user": "千问", "content": "这项研究很有价值。EyeAgent 2.0 从单次影像分析升级为连续病程决策支持，能辅助医生提升诊断效率，缓解医疗资源压力，是AI医疗落地的重要一步。", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239313608737591", "text": "【#韩男子借AI无照行医被移送检方#】据韩国《中央日报》11月30日报道，一男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。该男子去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有咨询过 ...全文", "author": "逐光新闻", "stats": {"up": 5, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5239313608737591", "comment_id": "5239440780035223", "user": "星期五女孩", "content": "非法行医", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5268025169151423", "text": "分享视频 南方医院关节医生王健的微博视频 ", "author": "南方医院关节医生王健", "stats": {"up": 5, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5268025169151423", "comment_id": "5268454036736035", "user": "杨悦1", "content": "新年快乐", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5234680124932472", "text": "【世卫组织警告：医疗AI快速扩张，法律与伦理保障严重滞后】世卫组织欧洲区域办事处发布最新报告称，人工智能正迅速改变医疗体系，但多数国家在法律、伦理和责任标准方面准备不足，难以有效保护患者与医务人员。报告显示，仅4国制定医疗AI国家战略，86%的国家认为法律不确定性是主要障碍。世卫组织警 ...全文", "author": "联合国新闻中心", "stats": {"up": 12, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5234680124932472", "comment_id": "5234740034538823", "user": "世界科学家联盟主任卢杲", "content": "", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239369783053797", "text": "【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健# 为深入实施“人工智能+”行动，杭州市卫生健康委围绕国家人工智能应用中试基地（医疗）落户杭州，聚焦优化患者就医体验、提升医务人员工作质效、强化精细化管理与智能决策支持等三个方向，持续推动人工智能赋能医疗健康工作，高水平推进医学人工智 ...全文", "author": "健康杭州", "stats": {"up": 53, "re": 0, "cm": 22}}, "top_comments": [{"original_post_id": "5239369783053797", "comment_id": "5239371437444161", "user": "李子炖雪菜", "content": "持续关注！", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239429029432400", "user": "文旅成都", "content": "周二好呀@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239420022163495", "user": "武侯发布", "content": "关注！~ @健康杭州!", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239412743212163", "user": "西南铁路", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239408995599215", "user": "泰州消防", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239384483824565", "user": "文旅阿坝", "content": "关注@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239397630348453", "user": "清梦ya-星河", "content": "关注【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健#", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239729102522269", "user": "对话陕西", "content": "来了", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239723981279264", "user": "东丽融媒", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239536163496230", "user": "平顶山网信", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239516761950863", "user": "暖暖小盐", "content": "持续关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239724417483842", "user": "平安德昌", "content": "@健康杭州 关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239530189756734", "user": "江夏检察", "content": "关注", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5191510137768061", "text": "#医生建议轻微症状先咨询AI#总体来说，人口大国的医疗资源是稀缺的，特别是大城市，基层一线的医务人员很多都是连轴转，对于一些轻微的头疼脑热，去大医院就诊费时费力，但有时候疾病的发展往往出乎人的预料，所以具体情况具体对待，毕竟，机器(人工智能)代替不了医生的角色。#热点观点# ...全文", "author": "格式化52756", "stats": {"up": 10, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5191510137768061", "comment_id": "5191599239993082", "user": "文秀佳", "content": "我也这么觉得", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191570049208082", "user": "漠宏庵", "content": "", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191515695483232", "user": "娜音乐艺术团阿美", "content": "格格吉祥如意，健康快乐", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191511719543608", "user": "守护夏都", "content": "", "likes": 1}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5238980448093736", "text": "#韩国男子用AI开处方被抓# 据韩国《中央日报》11月30日报道，韩国一名男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。据悉，该男子在去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有 ...全文", "author": "都市快报", "stats": {"up": 9, "re": 4, "cm": 2}}, "top_comments": [{"original_post_id": "5238980448093736", "comment_id": "5239038513516917", "user": "橙柿24小时", "content": "该！", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5232576484608282", "text": "AI医疗 过去几年，生成式AI在蛋白折叠预测、临床试验模拟、基因编辑设计等方向持续取得突破，这类工具开始在研发体系内部打开新的价值空间。制药行业的下一轮增长，很可能来自AI反哺带来的估值重构。这意味着资本流向将发生迁移，AI时代真正的强势买家不是科技公司，而是生物科学公司。 ...全文", "author": "昕巴哒", "stats": {"up": 231, "re": 55, "cm": 18}}, "top_comments": [{"original_post_id": "5232576484608282", "comment_id": "5234105096863749", "user": "不要动我的流浪气球", "content": "据我所知在法律领域，所谓的AI会自我杜撰、虚构不存在的法律条文、案例。那么其他领域会不会也存在虚构、杜撰？", "likes": 5}, {"original_post_id": "5232576484608282", "comment_id": "5233033118486523", "user": "JY三七JUN", "content": "数量越多，越不是生命最基本的东西。地球上只有二十几种氨基酸，核酸也只有大约4个基本结构模块。", "likes": 6}, {"original_post_id": "5232576484608282", "comment_id": "5233689164254721", "user": "禾口丶风", "content": "谷歌旗下的", "likes": 1}, {"original_post_id": "5232576484608282", "comment_id": "5232878599799358", "user": "令成功", "content": "颜宁回国的原因。", "likes": 9}, {"original_post_id": "5232576484608282", "comment_id": "5235222841131154", "user": "我跟你说噢", "content": "@朱祐臻Repearl", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5263349769832311", "text": "#我国生成式AI用户超6亿人# 不得不说，AI真的悄悄改变了我们的生活。从几秒生成装修方案、AI辅助医疗筛查，到农业增产、工业提效，技术正从“炫酷概念”变成日常工具。近七成年轻用户在用，说明它已不是少数人的科技玩具。AI的价值远不止“流量狂欢”。它正重塑产业——电网预测更精准，生产线换型 ...全文", "author": "新物种说-Dylen", "stats": {"up": 2, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5263349769832311", "comment_id": "5263358454400452", "user": "空瓶瓶2018", "content": "点赞", "likes": 0}, {"original_post_id": "5263349769832311", "comment_id": "5263358433691733", "user": "空瓶瓶2018", "content": "", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5257542966181906", "text": "【从创业之国到人工智能之国】以色列拥有超过 2300 家人工智能初创公司，在生成式AI、网络安全、医疗保健等领域不断取得突破性进展，是全球最具活力的人工智能生态系统之一。从前沿研究到实际应用，以色列的创新者们正在证明，这个“创业之国”如今已蜕变为“人工智能之国”，他们正在为定义未来的 ...全文", "author": "以色列驻华使馆", "stats": {"up": 92, "re": 21, "cm": 20}}, "top_comments": [{"original_post_id": "5257542966181906", "comment_id": "5257641630892650", "user": "汤本", "content": "以色列走在世界人工智能产业的前端！祝贺以色列！", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257584422686693", "user": "雪小弱-Sarah", "content": "棒棒哒~", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257960273479239", "user": "LESS-IS-MORE-PIPI", "content": "祝贺你们 这是最后的斗争 团结起来到明天 归还被占领土 解放巴勒斯坦 就一定要实现", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5257567023661612", "user": "版纳东鸽", "content": "转发微博", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5258115251699881", "user": "用户8989538413", "content": "为人类做出了贡献", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257873913286114", "user": "良禽��鸟", "content": "祝贺！", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257816954896711", "user": "无系之舟007", "content": "被天父拣选的一族。也被历练的很辛苦吧", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5247799761307138", "text": "【#宁波这场AI大赛10亿授信力挺创新#】12月24日，第二届“AI宁波”人工智能赋能产业大赛鄞州赛区决赛暨鄞州区首届人工智能创业大赛举行。参赛项目涵盖AI+医疗、智能制造、智能软件等多个领域。经过激烈角逐，“AR/VR智能眼镜模组”荣获大赛特等奖。项目负责人张博士谈及感受时表示：“这次比赛的组织 ...全文", "author": "宁波日报", "stats": {"up": 6, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5247799761307138", "comment_id": "5247844302717040", "user": "更木123123", "content": "#宁波这场AI大赛10亿授信力挺创新#", "likes": 1}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5236444836137908", "text": "助力基因学研究英伟达与以色列医院携手打造个性化医疗人工智能引擎#创新星期一##健康#以色列示巴（Sheba）医疗中心、美国芯片巨头英伟达及纽约西奈山医院正启动一项雄心勃勃的三年项目，投资数千万美元，旨在创建一个研究引擎，利用生成式人工智能来解码大部分人类基因组——人类生命的遗传蓝图—— ...全文", "author": "以色列驻成都总领事馆", "stats": {"up": 385, "re": 3, "cm": 29}}, "top_comments": [{"original_post_id": "5236444836137908", "comment_id": "5236448630672789", "user": "duy1976", "content": "#以军空袭加沙至少24死#【致至少24死87伤！哈马斯强烈谴责以军空袭加沙】以军11月22日称，当天对加沙的巴勒斯坦武装人员发动了空袭。加沙卫生部门称，袭击造成至少24人死亡，另有至少87人受伤，其中包括多名儿童。无论是黎以，叙以，还是巴以，以色列都多次违法停火协议，是个完全没有信誉的国家", "likes": 18}, {"original_post_id": "5236444836137908", "comment_id": "5236448106382367", "user": "duy1976", "content": "#巴勒斯坦球队举横幅抗议加沙种族滅绝# 11月15日，巴勒斯坦男子足球队在西班牙毕尔巴鄂的圣马梅斯体育场进行了一场友谊赛，足球队队员在开场前举起了“停止种族滅绝”的横幅，抗议加沙地带暴行。本次比赛开始前，数千民众还在毕尔巴鄂进行游行，支持巴勒斯坦，反对以色列在加沙地带行径。", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236447859969682", "user": "加油为你点赞", "content": "巴以冲突回放，#失去9个子女的加沙医生也离开了人世# 5月23日，巴勒斯坦医生哈姆迪·纳贾尔在汗尤尼斯的家突遭以色列空袭，他和同为医生的妻子阿拉共有10名子女，其中9人遇难，最小的才1岁，哈姆迪本人也重伤垂危。6月1日，哈姆迪伤重不治，不幸离世……，让一个曾经的12口之家如今只剩下孤儿寡母", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236445938716734", "user": "流雲剑心9", "content": "洗头佬，海德里希，罗姆，希姆莱，奥斯维辛 会永远伴随你们 关爱你们的", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445887597854", "user": "流雲剑心9", "content": "翻译翻译，福尔克·贝纳多特伯爵是被谁嘎的？翻译，来", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445847749273", "user": "流雲剑心9", "content": "以色列内塔者，大才也（大菜叶），头脑清澈（满脑壳都是水），才为世出（几百年才出这么一个玩意）……", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445774088991", "user": "流雲剑心9", "content": "支持阿三派兵支援以色列 照顾以色列女兵！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445700164175", "user": "流雲剑心9", "content": "嘻嗨！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236456403502164", "user": "情谊_繁华似锦", "content": "以色列占领军持续轰炸民居、学校、医院及供水设施。2025年11月22日的空袭中，加沙多地居民住宅和民用车辆遭以色列占领军袭击，伤亡人数中妇女儿童占比最高。联合国数据显示，自2023年10月冲突升级以来，加沙已有超过6.9万名平民死亡，其中近半数为妇女儿童", "likes": 14}, {"original_post_id": "5236444836137908", "comment_id": "5236453648107633", "user": "情谊_繁华似锦", "content": "当地时间2025年11月13日，以色列占领军空袭加沙南部汗尤尼斯的欧洲医院，造成至少28人死亡，包括医务人员、患者及救援人员，另有多人受伤。医院周边房屋损毁严重，救援行动因以色列占领军持续炮火受阻", "likes": 13}, {"original_post_id": "5236444836137908", "comment_id": "5236601554736597", "user": "京霾行者", "content": "🇮🇱🇺🇸🇺🇦=💩", "likes": 7}, {"original_post_id": "5236444836137908", "comment_id": "5236483583905458", "user": "摆渡2025", "content": "鸠占鹊巢以色列", "likes": 9}, {"original_post_id": "5236444836137908", "comment_id": "5236478867410055", "user": "三省而知自己", "content": "烈火中永生的美军空军小伙是永远扎在犹纳身上的匕首！", "likes": 10}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5226485319208202", "text": "#被罗永浩找到了带货新赛道#AI健康管理的核心优势在于技术重构服务模式。通过可穿戴设备、多模态数据融合和生成式AI，实现从“治疗”到“预防”的转变。例如，AI脉诊仪3分钟生成体质报告，血糖管理智能体结合实时数据降低并发症风险28%。技术还推动医疗资源下沉，远程诊疗使偏远地区享受三甲医院服务， ...全文", "author": "日月泽泱", "stats": {"up": 62, "re": 21, "cm": 21}}, "top_comments": [{"original_post_id": "5226485319208202", "comment_id": "5226486122418294", "user": "我才不像你那么没用", "content": "这也算是找到了属于自己的新赛道了", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486116386588", "user": "红星闪闪土豆泥52", "content": "从治疗变预防，远程诊疗还能缓解资源不均问题", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486111929336", "user": "我可真没用", "content": "罗永浩老师真是厉害了，这一波还真是让我意外呢", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226485946518837", "user": "梦醒风清听水声", "content": "觉得罗永浩新带货路子很圈粉，不只是卖货更像分享生活好物", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486124516235", "user": "今天吃到芋圆啵啵了吗", "content": "管理家人健康有科技帮忙 省不少心", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5212897129269547", "text": "穿这身，出gai！另外是谁拥有自己的banner鸭 上海·上海国际时尚中心 抽奖详情 ", "author": "麻醉医生凌楚眠", "stats": {"up": 244, "re": 45, "cm": 79}}, "top_comments": [{"original_post_id": "5212897129269547", "comment_id": "5212905054146975", "user": "方脑壳邓铂鋆", "content": "胖了，像观网的施佬", "likes": 8}, {"original_post_id": "5212897129269547", "comment_id": "5213060504486794", "user": "麻醉医生凌楚眠", "content": "领完奖俺也抽个奖！转发原博抽5名小可爱送现金🧧，后天开奖！", "likes": 2}, {"original_post_id": "5212897129269547", "comment_id": "5213068633576415", "user": "方脑壳邓铂鋆", "content": "", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212950306491208", "user": "小儿内分泌林医生", "content": "协和最靓的仔", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899046067517", "user": "急诊石头哥", "content": "太帅辣", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213072103047657", "user": "最后一支Dopamine", "content": "转发微博🧧", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212918922084961", "user": "最后一支Dopamine", "content": "墩墩爸爸周末去上海度假了，随便开个会…", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212932086434586", "user": "再管闲事就剁手的甜椒", "content": "差点看成出gay", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899058649418", "user": "一额__", "content": "这不得和自己的banner合一张", "likes": 4}, {"original_post_id": "5212897129269547", "comment_id": "5212945313435498", "user": "神采熠熠生光", "content": "这个西装老适合了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899759099699", "user": "DrifterTian1117", "content": "没去厦门啊", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212910340539845", "user": "埃尔比利斯", "content": "圆脸", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212906973037776", "user": "星球下坠", "content": "肚子变大了", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5213789802202974", "user": "孙昌洲牙医-Dental丹淘熊妈妈", "content": "👍", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213070691665262", "user": "lxh611", "content": "转一个，万一中奖了哈", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213067182866489", "user": "小牙爱娱乐", "content": "来看帅医生", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213066498673327", "user": "睡觉觉的点儿胖", "content": "胖帅胖帅的", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212960270321406", "user": "脆皮阿橙", "content": "脸是修得有点尖", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212924383331542", "user": "累了不说了", "content": "第一张我以为是老宫了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212922326289352", "user": "Ms徐美丽", "content": "哈哈帅", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5256829059730451", "text": "gai GAI医生亲自坐诊，歌到病除，妙嗓回春，3月7日新加坡见！@GAI周延 @GAI进化论2026巡回演唱会 #GAI进化论2026世界巡演官宣##GAI2026世界巡回演唱会##让世界看到GAI进化论# ", "author": "星空他看了一千零一夜_", "stats": {"up": 8, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5256829059730451", "comment_id": "5256874697954093", "user": "迟迟弟弟", "content": "这就去挂号", "likes": 0}, {"original_post_id": "5256829059730451", "comment_id": "5256836254271496", "user": "衬衫九磅不还价CC", "content": "期待期待！", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5175102917574685", "text": "来找周延医生看看gai ", "author": "小谢小谢想吃宵夜", "stats": {"up": 8, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5175102917574685", "comment_id": "5175103314723627", "user": "吃瓜罗伯特", "content": "GAI哥这是要跨界当医生了？", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5207462618599482", "text": "终于要取钉子了，医生说取完还要拄拐一段时间，希望不要耽误11月的GAI进化论 ", "author": "NAS招财进宝", "stats": {"up": 17, "re": 0, "cm": 12}}, "top_comments": [{"original_post_id": "5207462618599482", "comment_id": "5207481152438923", "user": "NAS招财进宝", "content": "谢谢大家关心！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495158795164", "user": "Smurkcc", "content": "早点好起来哦", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207487401953415", "user": "艾星鱼", "content": "祝叔叔一切顺利", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207468072240361", "user": "_ibex", "content": "早日康复啊", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207466719576991", "user": "北风是他所拥有的一切", "content": "", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465012495108", "user": "闪光独角兽比比大王", "content": "早日康复！！！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207496572273807", "user": "_霹雳乖兽", "content": "早日康复！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495272040873", "user": "球球球球球13", "content": "加油", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207474451514813", "user": "半杯杯杯永远在吃土", "content": "早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207463848576702", "user": "墨痕染玥", "content": "我的天 早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465660516985", "user": "超级无敌柚柚", "content": "早日康复啊", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5044780885088659", "text": "护工与主治医生 #GAI艾热双冠合唱# ", "author": "超级无敌付三金", "stats": {"up": 64, "re": 10, "cm": 11}}, "top_comments": [{"original_post_id": "5044780885088659", "comment_id": "5044858648003049", "user": "蛋蛋蛋蛋黄0_0", "content": "推轮椅的明明是家属", "likes": 2}, {"original_post_id": "5044780885088659", "comment_id": "5044836581247265", "user": "_ibex", "content": "哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044792049799649", "user": "阿爽子呀", "content": "哈哈哈哈笑死", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044845355206718", "user": "天破了个窟窿", "content": "庆帝与范建 //@赵飞___:哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044826626065117", "user": "peachmumbled", "content": "哈哈哈哈哈啊哈哈哈哈", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044784044180952", "user": "Fedat_1027", "content": "好好好", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044815307477720", "user": "树妖儿哇", "content": "噗哈哈哈哈哈哈，笑鼠", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044796504148100", "user": "刘刘刘壹壹壹", "content": "", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "4955733869991178", "text": "下午和苏医生去逛gai，晚上回来我去买瑞幸，苏医生听说有汤姆和杰瑞的联名贴纸，兴奋的不得了。结果我们这边这家店贴纸送完了，苏医生瞬间垮起个批脸，就像个没得到玩具的小孩！店员赶紧多给我们塞了几个杯套。苏医生小声哔哔：\"我明天还要来买，我就要贴纸！\"晚饭吃了虾锅，我说：\"少点一些，美女不 ...全文", "author": "小茶要多吃糖", "stats": {"up": 150, "re": 0, "cm": 57}}, "top_comments": [{"original_post_id": "4955733869991178", "comment_id": "4955754966811092", "user": "hhcmc", "content": "汤姆和杰瑞真的大爱为了贴纸我请老板喝了咖啡", "likes": 4}, {"original_post_id": "4955733869991178", "comment_id": "4955752755365014", "user": "喇叭喇叭喇叭开", "content": "我也喝啦", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955734422848833", "user": "wuli欣欣呀1124", "content": "肯定是弄错了，他点的明明是面条", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955771483461350", "user": "六六过过过-", "content": "喝啦", "likes": 1}, {"original_post_id": "4955733869991178", "comment_id": "4955738507841569", "user": "_7for7_", "content": "我有贴纸，但杯套只有一种", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955748720708994", "user": "OayEliauk_", "content": "送了这么多杯套是我没想到的", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734095168981", "user": "YooooPuppy", "content": "哈哈哈哈哈哈哈哈，多点一碗米饭自己吃吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955834914963476", "user": "睡眠艺术家-_-i", "content": "苏老师是饭桶+面桶吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734099362616", "user": "呐呐呐米", "content": "哈哈哈哈哈苏医生的童心吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4956032214240841", "user": "林格90927", "content": "为啥我不能发图", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955835496661534", "user": "一个熙宝贝呀", "content": "我也没拿到贴纸甚至没有杯套", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955777682112529", "user": "张张张胖点儿", "content": "我也想喝了 秋天了", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955764094144452", "user": "一叶栀子y", "content": "逛gai，这很湖北", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955753577712284", "user": "你可曾遇见过风·Yumiss", "content": "哈哈哈哈哈哈哈哈哈六哥离不开碳水", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955749463361861", "user": "九木德-Yee", "content": "苏医生真的是主食永远不少", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955743570366595", "user": "念念不忘的小刘", "content": "再点一份米饭", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955736330732343", "user": "星辰漫步者_917", "content": "娃娃~好多娃娃~软乎乎的娃娃嘿嘿", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735807495308", "user": "拾柒__shiqi", "content": "苏老六：吃！多吃点", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735228942575", "user": "葵葵葵葵鹅", "content": "老六：我舅🐛你吧，看不见等于没吃", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734507520378", "user": "奶黄芝麻豆沙包-", "content": "哈哈哈哈 杯套我拍了个照就扔了", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5065810978280813", "text": "医生给我打了一针终于给我满血复活化点妆但不敢洗头又怕复烧，顶着臭油头出门逛gai ", "author": "tranquillaaa", "stats": {"up": 8, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5065810978280813", "comment_id": "5065813298251100", "user": "Eeeeedpp", "content": "可怜", "likes": 0}, {"original_post_id": "5065810978280813", "comment_id": "5065811288658074", "user": "巍-DJW", "content": "还是要多注意", "likes": 2}, {"original_post_id": "5065810978280813", "comment_id": "5065811364676751", "user": "tranquillaaa", "content": "医生说在我的注射剂里还加了维C，可以让我皮肤好好哦…笑死，我只要给我迅速止痛别无他求", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ ��内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5158350435915846", "text": "4月21日，日本大阪都会大学医学团队发布研究报告称，生成式AI在医疗诊断中的平均准确率达52.1%，首次与非专家医生水平持平。同时，哈佛、斯坦福等机构的研究也显示，OpenAI的o1 - preview模型在143个疑难病例中诊断准确率达80%，远超医生30%的水平。这些都表明，医疗领域一场大变革正在到来。 ...全文", "author": "哈勃观察员", "stats": {"up": 21, "re": 6, "cm": 3}}, "top_comments": [{"original_post_id": "5158350435915846", "comment_id": "5158368126700803", "user": "教授老头", "content": "", "likes": 1}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110373759322486", "text": "2024年的医疗AI领域，随着大语言模型和生成式AI技术的快速发展，包括互联网医疗、医学影像、新药研发等在内的多场景中的AI技术都在释放出前所未有的价值。行业人士普遍认为，“医疗+AI”前景广阔，无论患者还是医生，都将在这场科技革命中受益。医疗成AI商业化落地的明确方向进入2024年，AI在一 ...全文", "author": "看二三股", "stats": {"up": 25, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5110373759322486", "comment_id": "5110532929226542", "user": "陈洪稳", "content": "", "likes": 1}, {"original_post_id": "5110373759322486", "comment_id": "5111414932900138", "user": "菜粥玉米包", "content": "美年健康怎么样，老师", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110380696701388", "user": "许学军93741", "content": "", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110377824387362", "user": "Wait1945184", "content": "", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5137992320029430", "text": "【#医生担忧AI医生的能力被夸大#】#瑞金医院用AI救回程序员消息不实#生成式AI正在快速席卷医疗行业，针对AI医疗系统的炒作也在愈演愈烈。很多医生都对此表达了担忧——在生成式AI大模型兴起后，AI医生的能力被夸大了，仿佛什么病都会看了；还有不少患者直接拿着DeepSeek的诊断结果来向医生咨询。有临 ...全文", "author": "第一财经日报", "stats": {"up": 32, "re": 15, "cm": 6}}, "top_comments": [{"original_post_id": "5137992320029430", "comment_id": "5138026089417717", "user": "微博辟谣", "content": "#微博辟谣# 瑞金医院用AI救回程序员消息不实", "likes": 1}, {"original_post_id": "5137992320029430", "comment_id": "5139535580366583", "user": "江苏好网民", "content": "转发微博", "likes": 0}, {"original_post_id": "5137992320029430", "comment_id": "5139486104624909", "user": "会飞的猪吧哈哈", "content": "就算真的也要辟谣的，因为这样冲击太大了，医生就要缩减了", "likes": 2}, {"original_post_id": "5137992320029430", "comment_id": "5139326745184860", "user": "你的双大哥哥", "content": "造谣一张嘴，辟谣跑断腿", "likes": 1}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273225097648969", "text": "马斯克炸场预言：3 年内 AI 机器人取代外科医生？微米级精度让顶级医疗平民化！AI的未来 #比Deepfake更严重的AI出现了# 科技小陶的微博视频 ", "author": "科技小陶", "stats": {"up": 166, "re": 122, "cm": 68}}, "top_comments": [{"original_post_id": "5273225097648969", "comment_id": "5273227509367684", "user": "华子41了", "content": "如果真能实现，外科职业可能要大变革啊。#医疗未来# #科技进展#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923113", "user": "仙73291", "content": "【观点】马斯克预言3年内AI机器人取代外科医生，如微米级精准手术颠覆医疗，AI的未来令人期待，比Deepfake更严重的AI挑战我们，科技改变世界！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227790388107", "user": "白键黑键的微博", "content": "高���度低人文，顶级医疗平民化背后，是生命尊严被倾销的时代症？＼", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227762861569", "user": "寻找貂蝉的吕小布", "content": "然后，我会思考如何构造每个评论。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227733244434", "user": "我是清心斋", "content": "刀刃向内？不如刀刃向外✂️#AI医疗革命进行时#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707810975", "user": "巧玲XX_653_425", "content": "#AI革命将带来医疗革命## 马斯克的预言令人震撼，AI机器人可能在未来取代外科医生，微米级精度将让顶级医疗资源更普及。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707287131", "user": "兰友68_872", "content": "微米级AI技术，医疗不再是有钱人的专属！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227702309347", "user": "雨打梧桐梧桐无语_981", "content": "马斯克的预测令人震撼，AI在医疗领域的应用潜力巨大！让我们共同努力，推动科技进步，为人类带来更好的生活！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227699683888", "user": "xiongying_8342_749", "content": "AI技术的发展让人惊叹，期待它为医疗带来更美好的未来。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923054", "user": "雨打梧桐梧桐无语_981", "content": "这是一个新纪元，由智能引领的第二波医疗革命浪潮已经悄然兴起。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273859146388964", "text": "#建议AI广泛赋能基层医疗#【全国人大代表刘庆峰：#AI已经能看2600种病# 在国家执业医师资格考试 超过99%基层医生 赋能基层医疗｜一财探两会】今年全国两会期间，全国人大代表刘庆峰介绍，我国医疗 AI 已具备诊断2600 种疾病的能力，在国家执业医师资格考试中成绩优于99% 基层医生，可广泛赋能基层医疗 ...全文", "author": "第一财经日报", "stats": {"up": 6, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5273859146388964", "comment_id": "5274060460392990", "user": "顽童游玩", "content": "简单的事情复杂化就是想坑人害人", "likes": 0}, {"original_post_id": "5273859146388964", "comment_id": "5273940693883015", "user": "正义使官", "content": "我去你骂了隔壁", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273531861434600", "text": "全国政协委员王建安：医疗AI运用直接牵涉病人的生命问题，要考虑安全性、透明性和伦理性。#从浙出发看两会# 小强热线-浙江教科的微博视频 ", "author": "小强热线-浙江教科", "stats": {"up": 8, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5273531861434600", "comment_id": "5273767242106257", "user": "周先生170907", "content": "", "likes": 0}, {"original_post_id": "5273531861434600", "comment_id": "5273556557758979", "user": "yxf有缘", "content": "这位委员的话有点道理", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272877818710702", "text": "英伟达调研报告：医疗AI全面爆发，智能体成新风口！人工智能正在以前所未有的速度渗透医疗健康与生命科学行业。近日英伟达面向全球600余名行业从业者开展的调研显示，该领域的AI应用正快速进入成熟期，生成式AI首度超越数据分析成为最热门工作负载，智能体AI崭露头角，而AI投资带来的商业回报正在持 ...全文", "author": "哈勃观察员", "stats": {"up": 7, "re": 7, "cm": 2}}, "top_comments": [{"original_post_id": "5272877818710702", "comment_id": "5273049024693021", "user": "不记白勺", "content": "我都觉得大部分医院好关门了，比好多医生都准确全面滴水不漏", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273604847572725", "text": "【#刘庆峰称AI能考赢99%基层医生#】#微观两会# 3月6日晚，全国人大代表、科大讯飞董事长刘庆峰在接受媒体采访时回应了“AI医疗”相关话题。他表示，基层常见病300种，AI已经可以看2600多种，且在国家职业医师资格考试中可超过99%的基层医生。“再往后它不仅仅是能看病，还能够成为每个人的健康助手，在 ...全文", "author": "中国新闻网", "stats": {"up": 18, "re": 2, "cm": 11}}, "top_comments": [{"original_post_id": "5273604847572725", "comment_id": "5273606109005386", "user": "逃出循环__1469", "content": "别别别", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273614938801057", "user": "只是一个路过的吃瓜人士", "content": "完全同意，同时要求看病出现问题时，患者可以向AI提供方追责要求赔偿。", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273604876932827", "user": "玩个球", "content": "这怎么说呢", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273782990408029", "user": "心动肉骨茶", "content": "你对AI医疗有什么评价？ @千问", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5271799569057070", "text": "会打字，就会做视频。#AI陪你健康过大年# 800+医疗博主，500+条AI视频，12，00万+阅读。有人用AI提效，有人用AI破局，有人用AI跑出爆款。三个真心话：🔹Prompt越具体，AI越听话🔹专业内容，必须“人审机出”🔹无论你在哪一层，AI都给你往上走的台阶收官是序章。#最AI的健康派# 来了— ...全文", "author": "微博健康", "stats": {"up": 78, "re": 92, "cm": 90}}, "top_comments": [{"original_post_id": "5271799569057070", "comment_id": "5271969676657174", "user": "微博泛生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271969596445407", "user": "微博儿童健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271966858613932", "user": "新浪健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959464313886", "user": "新浪中医药", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959147643280", "user": "微博中医药", "content": "#最AI的健康派# 来了—— 🎁 三大玩法： ❶ #医疗AI大起底#｜实操拆解最新AI产品，给你更多选择建议 ❷ #健康奥斯卡#｜用AI记录身边的健康故事，让医疗科普更有趣 ❸ #AI健康智聊局#｜直播对谈栏目，开启「AI×健康」的跨界智识碰撞", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271823780677218", "user": "微博健康生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271802432982616", "user": "大眼仔心理", "content": "800+医疗博主，500+条AI视频，1200万+阅读。 有人用AI提效，有人用AI破局，有人用AI跑出爆款。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801925733537", "user": "微博医生社区", "content": "会打字，就会做视频，800+博主共创", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801234196358", "user": "仰头吃甜甜2462840787", "content": "# AI与医疗的奇妙融合 # 智能科技助力健康科普", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800847794724", "user": "128455你好", "content": "AI技术让医学更智能，健康过大年更安心", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800805854639", "user": "小运气也开心", "content": "AI助力医疗科普，创新互动新体验，共筑健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800797988014", "user": "暴富小甜豆1", "content": "AI助力科普，医疗内容焕新，共探健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800792753315", "user": "日进斗金小锦鲤1", "content": "AI医疗科普新风向，让健康科普更有趣！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800793797973", "user": "橘子海边游", "content": "AI助力健康科普，让信息传播更高效，期待新玩法！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800919622267", "user": "涟漪波纹520", "content": "一起来参与吧#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800876368515", "user": "馨馨宝miko啾啾咪", "content": "很实用", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271938129724537", "user": "美好如期而至yy", "content": "谢谢科普老师辛苦", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271907966386398", "user": "坚持自己的脚步", "content": "@千问 如何让ai与生活结合起来", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801133269050", "user": "ldn浅墨丶初白", "content": "AI技术太厉害了，让医学更智能，健康安心过大年", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801086346092", "user": "青山远黛259695", "content": "健康第一健康过大年", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5236554756785979", "text": "《柳叶刀》（The Lancet）发表一篇社论，探讨生成式人工智能（AI）在改善医疗行政工作和提升医患关系中的潜力与挑战。网页链接文章指出，AI可以帮助医务人员更纯粹地看待患者，而免受文书工作、分心或疲劳的困扰。若运用得当，AI不会取代照护；相反，它可以帮助我们重新发现照护的真正意义 ...全文", "author": "柳叶刀TheLancet", "stats": {"up": 1, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5236554756785979", "comment_id": "5236564913553825", "user": "营养医师王兴国", "content": "专门的医疗AI的水平很容易超过大部分临床医生的水平，医疗领域的AI应用是最有前景的领域之一。", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272704943129984", "text": "#雷军建议在驾考增加智驾内容##雷军建言把智驾内容纳入驾考#雷军建议把“智能驾驶”纳入驾考。很多人把这理解成一个技术问题。其实它背后是一个更大的问题：未来的驾驶，其实是“碳基和硅基的协作”过去开车只有一个决策者：人。所以驾考考的是控制能力。但智能驾驶出现之后，车上其 ...全文", "author": "鳄鱼十三", "stats": {"up": 121, "re": 12, "cm": 13}}, "top_comments": [{"original_post_id": "5272704943129984", "comment_id": "5272723207229623", "user": "鳄鱼十三", "content": "", "likes": 2}, {"original_post_id": "5272704943129984", "comment_id": "5272728359932114", "user": "鳄鱼量价狙击", "content": "🐊", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272724580602155", "user": "大话西游之十三少", "content": "", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272756537262134", "user": "我是你的二大姐姐", "content": "驾考与时俱进，适配智能汽车新时代", "likes": 1}, {"original_post_id": "5272704943129984", "comment_id": "5272760432460209", "user": "爱吃螺蛳粉的丹宝", "content": "雷军的建议让智驾与驾驶安全更加紧密地联系在一起，点赞！", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272758449866663", "user": "内向社恐纯情小学生", "content": "从源头减少误导比事后追责更重要", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272756417724536", "user": "北纬三十度积雨云", "content": "了解人机操作边界能避免很多行车中的隐患", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272756417730138", "user": "走红毯摔跤", "content": "小米雷军的智慧，为智能出行加分！", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272756234227660", "user": "西伯利哇母猴", "content": "碳基硅基协作太妙💡这格局一下就打开了", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272756456784223", "user": "枝序猫", "content": "早学早会总比乱用出问题好", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272756587336100", "user": "红叶花花flower", "content": "新手提前熟悉辅助驾驶功能，可降低上路后的操作风险", "likes": 0}, {"original_post_id": "5272704943129984", "comment_id": "5272727453960166", "user": "六头苍鹰", "content": "短期蛰伏之后，又开始B B B了。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273825436762905", "text": "#建议扩增老年人肾功能检查指标#【全国人大代表王雪静：#建议慢性肾病管理纳入公共卫生项目#】“肾脏病早期通常无明显症状，大部分患者没有被早期识别，错失了最佳治疗时机，如果能将其尽早纳入国家层面的慢病管理体系，登记、建档和定期随访，能有效降低肾移植、肾透析等风险。”@九派新闻 记者获悉， ...全文", "author": "九派新闻", "stats": {"up": 75, "re": 21, "cm": 7}}, "top_comments": [{"original_post_id": "5273825436762905", "comment_id": "5273938734094592", "user": "九派新闻", "content": "“肾脏病早期通常无明显症状，大部分患者没有被早期识别，错失了最佳治疗时机，如果能将其尽早纳入国家层面的慢病管理体系，登记、建档和定期随访，能有效降低肾移植、肾透析等风险。”", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273938712333278", "user": "九派新闻", "content": "相比之下，当前国家已将高血压、糖尿病等慢性病纳入慢病管理体系，通过建立系统的数据登记、建档和定期随访机制，提升相关疾病管理能力，有效提升了脑梗、心梗等并发症的救治成功率，也提高了相关疾病的控制率。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273938689265325", "user": "九派新闻", "content": "王雪静希望在基本公共卫生服务项目调整过程中，增加对慢性肾病管理的关注，适时扩增老年人健康管理体检项目内容，加强慢性肾病的早期筛查与健康管理，推动防治关口前移。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273938662004446", "user": "九派新闻", "content": "近年来，她临床调研发现肾脏病因具有隐匿性强的特点，早期发现率依然���低，许多患者直至疾病晚期才被确诊，错过了最佳治疗时机。而患者进入晚期后，身心压力和经济负担显著加重。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273836463591628", "user": "九派等深线", "content": "王雪静希望在基本公共卫生服务项目调整过程中，增加对慢性肾病管理的关注，适时扩增老年人健康管理体检项目内容，加强慢性肾病的早期筛查与健康管理，推动防治关口前移。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273836417188152", "user": "九派财经", "content": "“肾脏病早期通常无明显症状，大部分患者没有被早期识别，错失了最佳治疗时机，如果能将其尽早纳入国家层面的慢病管理体系，登记、建档和定期随访，能有效降低肾移植、肾透析等风险。”2026年两会期间，全国人大代表王雪静提交了一份关于推动慢性肾病管理纳入国家公共卫生项目的建议。", "likes": 0}, {"original_post_id": "5273825436762905", "comment_id": "5273992858697937", "user": "胡杨的雨季", "content": "我就试一下评论能发出来吗？", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273934421560803", "text": "终于得肺癌了 禁止糖拌的微博视频 ", "author": "禁止糖拌", "stats": {"up": 16, "re": 6, "cm": 4}}, "top_comments": [{"original_post_id": "5273934421560803", "comment_id": "5273935111524292", "user": "萌动萌动", "content": "", "likes": 0}, {"original_post_id": "5273934421560803", "comment_id": "5273935180731381", "user": "皛捌捌專屬", "content": "", "likes": 0}, {"original_post_id": "5273934421560803", "comment_id": "5273935069582942", "user": "松果藏起秋的信", "content": "", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273934142114826", "text": "#代表谈青少年万能梗泛滥#【全国人大代表马丹：#建议数字中文建设破解语言贫瘠#】2026全国两会正在召开，全国人大代表、武汉市旅游学校老师马丹告诉@九派新闻 ，当前，我国正处在从语言资源大国迈向语言能力强国的关键阶段。语言能力不仅是个人素养的体现，更是国家软实力和治理能力的重要支撑。然而， ...全文", "author": "九派新闻", "stats": {"up": 8, "re": 5, "cm": 4}}, "top_comments": [{"original_post_id": "5273934142114826", "comment_id": "5273934935099317", "user": "九派等深线", "content": "又如医患沟通中，因术语晦涩或表达模糊，导致患者误解医嘱，影响治疗效果。这些“语言不通、表达不准”的问题，暴露出我们在语言服务能力建设上的薄弱环节。", "likes": 0}, {"original_post_id": "5273934142114826", "comment_id": "5273934883723838", "user": "九派等深线", "content": "此外，社会沟通中语言障碍频发。由于方言差异、普通话不标准或表达不清，导致误解、投诉甚至冲突的现象屡见不鲜。例如，某地政务服务热线中，因接线员方音较重，群众误解政策内容而引发投诉。", "likes": 0}, {"original_post_id": "5273934142114826", "comment_id": "5273934811631508", "user": "九派财经", "content": "马丹称，这种“万能梗”的泛滥，正替代精准表达，导致词汇枯竭、思维浅表。长此以往，青少年将丧失对语言的细腻感知，甚至面临“词不达意、言不由衷”的“文化失语”风险。", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5253836895421357", "text": "#模型时代# #DeepSeekV4或在春节前后发布# 黄仁勋2026开年访谈：DeepSeek可能是过去几年硅谷AI研究者读到的最重要的论文CES演讲之后，黄仁勋参加了No Priors播客，两位投资人Sarah Guo和Elad Gil进行了一场年度回顾对谈。Sarah Guo还参加了黄仁勋CES演讲前预热圆桌。我本来想在CES上问黄仁勋开源问题 ...全文", "author": "高飞", "stats": {"up": 92, "re": 113, "cm": 13}}, "top_comments": [{"original_post_id": "5253836895421357", "comment_id": "5253857108299729", "user": "gpt399", "content": "哈哈哈哈：仅模型公司开源？这些模型公司在经济上是严重亏损，那CUDA也应该开源，GPU的成本会因竞争大大下降。", "likes": 1}, {"original_post_id": "5253836895421357", "comment_id": "5253840527688396", "user": "桂曙光", "content": "关键问题从来不是\"这个任务能不能被自动化\"，而是\"这个职业的目的是什么\"。值得思考：不局限于思考“我厂产品的功能是什么”，而是“我厂产品帮助客户做什么”～", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253852942572637", "user": "gpt399", "content": "黄说的很多东西，对英伟达是对的，放在其它行业，就不一定对。", "likes": 2}, {"original_post_id": "5253836895421357", "comment_id": "5253899688609723", "user": "gpt399", "content": "模型能做到 “说的话符合逻辑、能解决问题”，但它并不知道自己��说什么 。可以信任它的 “语义能力”：比如让它总结文本生成代码。必须警惕它的 “认知缺陷”：比如让它做事实判断、科学推理时，模型可能会把 “统计上常见的表述” 当成 “事实”，产生幻觉。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253899628053547", "user": "gpt399", "content": "AI有用，但搞大规模运动式的AI，不少企业会掉坑里。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253855843462371", "user": "gpt399", "content": "成本还是太高，需要一场痛苦的价值重估过程。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253854411101521", "user": "gpt399", "content": "NVIDIA内部全员使用Cursor，每个工程师都用。但他们招人的速度比以往任何时候都快。这个逻辑对NVIDIA是成立的，因为可以卖更多GPU,但是对其它大中型企业，可能是招人速度大幅度减少，目前基本是“减员增效”。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253852626683246", "user": "gpt399", "content": "卖锅的说锅好，还是不要太当真？", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253878825097483", "user": "阿汤G啊", "content": "要区分任务和目的。AI自动化的是任务，但大多数工作的目的远比任务丰富，人类的核心在于发现问题和提出方向目标。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253871157908806", "user": "hismile86", "content": "转发微博", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253862099258787", "user": "朱中华新疆伊犁", "content": "感谢分享！", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253867353674880", "user": "CC女士不是西西", "content": "放过AI导致放射科医生数量增加的例子吧，或者至少看看AI的具体影响。美国放射科医生的增加更可能是影像需求/检查复杂度上升、培训与退休等供给约束、以及行业组织形态变化所致（实际执业人数好像是下降的）。美国这种精英制培养医生的体系是不可能医生供给突然增加的：放射科医生培训管道本身就是 5 年...全文", "likes": 2}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5253130263726062", "text": "【2026年1月9日 星期 五】全球AI新鲜事，10条内容汇总: 目录 1. Omdia报告显示，2025年全球人形机器人出货量预计达1.3万台，中国公司智元和宇树分别以39%和32%的市占率领跑2. 蚂蚁阿福月活达3000万，单日提问超1000万，ChatGPT Health每周获2.3亿次健康咨询，AI健康服务 ...全文", "author": "烈焰童子", "stats": {"up": 27, "re": 9, "cm": 13}}, "top_comments": [{"original_post_id": "5253130263726062", "comment_id": "5253858273794401", "user": "一只会飞小鸟", "content": "ChatGPT Health 紧随其后推出同类功能，周咨询量达2.3亿次，反映全球健康AI赛道进入高速发展期", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253556915407221", "user": "-盖世汤圆儿", "content": "厉害", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253442408022030", "user": "冰冰是我__bingbing", "content": "谢谢分享", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253272611065124", "user": "2026锦鲤附体就是我", "content": "来看新闻了", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253254944657780", "user": "宇宙无敌大比兜", "content": "感谢分享", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253236563117371", "user": "岁岁载梨诗", "content": "棒棒哒", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253269913600308", "user": "躁动的青春期300", "content": "科技越来越发达", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253215916130632", "user": "大鹅妹e", "content": "可以", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253212355434683", "user": "静听瑶言", "content": "中国人形机器人市占率直接霸榜，太牛了", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253250620327510", "user": "炁jkl", "content": "看看，了解一下", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5252922256130213", "text": "🔥就在昨天，2026年1月7日，全球科技界的目光聚焦一处——联想集团在全球最先进的沉浸式舞台，隆重举办了“2026联想创新科技大会”。这不仅是一场科技的盛宴，更是一扇通向AI新纪元的时空之门。作为一名科技爱好者，我有幸沉浸在这场前所未有的直播体验中，心潮澎湃，思绪万千。此刻，迫不及待地想与 ...全文", "author": "搞笑兔击队", "stats": {"up": 1, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5252922256130213", "comment_id": "5252948315603389", "user": "锦鲤pisa007", "content": "科技改变生活", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5252810004234470", "text": "#解锁智能穿戴领域的千亿级市场#2026年开年，智能穿戴市场借政策红利与技术突破迎来千亿级发展机遇，智能眼镜首次纳入国家购新补贴范围，成为引爆行业的关键节点。根据商务部等5部门通知，2026年1月1日起，单价不超过6000元的智能眼镜与手机、平板、智能手表（手环）并列享受补贴，标准为最终销售价 ...全文", "author": "厚恩投资张延昆", "stats": {"up": 89, "re": 73, "cm": 104}}, "top_comments": [{"original_post_id": "5252810004234470", "comment_id": "5252824883792211", "user": "北派老舅O_o", "content": "现在的智能眼镜还是太玩具了", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253458422140076", "user": "改变思维每天进步一点", "content": "期待老年人的老花眼镜", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253272366743866", "user": "honora婷婷子", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252907142220446", "user": "蝈蝈天津", "content": "转发微博热搜", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252836313268810", "user": "蜂再起时", "content": "转发支持。", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252834951957768", "user": "CFB一SsLI", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252830793564547", "user": "happy_yongZ", "content": "转发微博", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252821872284313", "user": "小孟美发中心", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252819276005511", "user": "v-18733671517", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252818685658087", "user": "拖枝游侠", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252818294542021", "user": "投资有读", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252818015619467", "user": "女王范丶靜靜的旋律", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5252817541661795", "user": "静水流深之价值投资", "content": "还有这事呢啊", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253106281482388", "user": "中文h232", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5254445902333012", "user": "甜蜜糖星星", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5254437272027881", "user": "嘉言善行米", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253457414194430", "user": "喜乐了多多多", "content": "", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253457390079958", "user": "喜乐了多多多", "content": "#解锁智能穿戴领域的千亿级市场#", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253277554841188", "user": "gong德泽", "content": "转发微博持续", "likes": 0}, {"original_post_id": "5252810004234470", "comment_id": "5253275687585832", "user": "lzhiy0", "content": "持续关注，期待后续", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5230841082413172", "text": "精准医疗：CGM引领糖尿病管理新变革！糖尿病作为一种全球性主要死因，其病理生理机制复杂，个体间存在显著异质性，使得传统管理方式面临巨大挑战。连续血糖监测（CGM）技术的广泛应用，结合机器学习、信号处理和生成式AI等现代计算方法，为糖尿病精准医疗开辟了新路径。CGM技术通过实时监测皮下组 ...全文", "author": "哈勃观察员", "stats": {"up": 7, "re": 5, "cm": 1}}, "top_comments": [{"original_post_id": "5230841082413172", "comment_id": "5231047713229694", "user": "教授老头", "content": "", "likes": 1}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5175425057164473", "text": "车车身体出了点问题，叫了个上门医生给它杂估杂估买了个蛮不错的榴莲，贼拉好吃，希望我的肉都长在以后我买的榴莲上昨晚看gai深圳场抖音直播，G-Block合体真的泪目，羡慕现场的朋友，官宣了8月份郑州场，想去，趁着没涨价定了个演唱地附近当天不住可免费取消的宾馆，先订上再慢慢考虑，我可太机智了 ...全文", "author": "老胡的小饼干", "stats": {"up": 2, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5175425057164473", "comment_id": "5175447474143701", "user": "一个冷漠帅比", "content": "诶呀诶呀 小绿他还载过我", "likes": 1}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5175224844945968", "text": "今天离开上海，这座我待了六年的城市也标志了最后一段学生生涯的结束最后这两周心里一直都有点眷恋不舍（当时22年大学毕业的时候，即将要去广州读研的舍友眼中带泪，表达了对上海的不舍，她 be like＂在上海的时间进入倒计时了＂ 然后她哇哇哭（嗯我应该没记错） 我当时很不理解来着 现在也是跨越时 ...全文", "author": "Wantssssss", "stats": {"up": 10, "re": 0, "cm": 4}}, "top_comments": [{"original_post_id": "5175224844945968", "comment_id": "5175245766923103", "user": "春语景兔", "content": "人生下一站开启咯", "likes": 0}, {"original_post_id": "5175224844945968", "comment_id": "5175243959436239", "user": "生活现象的美食佳sugar", "content": "好感动，好感慨，好为你开心！祝未来更好！", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5174914803827039", "text": "Vlog126:“李要哦GAI”#歌手2025# ep4 Vlog～为什么这周会唱《西湖》呢？因为这是一把来自@GAI周延 的温柔刀！ 可是我周哥没听懂我的甄嬛梗！谁来给他科普一下？#歌手直播# #李莎旻子的vlog# 李莎旻子Leo的微博视频 ", "author": "李莎旻子Leo", "stats": {"up": 20754, "re": 1430, "cm": 1488}}, "top_comments": [{"original_post_id": "5174914803827039", "comment_id": "5174915268609405", "user": "吃瓜罗伯特", "content": "周哥可能在忙着练歌，没时间追剧呢~下次直播记得提醒他", "likes": 7}, {"original_post_id": "5174914803827039", "comment_id": "5174914849442346", "user": "微博综艺", "content": "嘿！你也在关注“歌手2025”吗？快戳《歌手2025》嘉宾推荐进入专题页查看并关注相关博主吧，包含@林志炫TerryLin 、@陈楚生 等24位博主哦，热门精彩内容不错过！", "likes": 1}, {"original_post_id": "5174914803827039", "comment_id": "5174915713731995", "user": "当冰激凌遇上鱼", "content": "什么下一周李莎旻子要唱《重庆魂》", "likes": 14}, {"original_post_id": "5174914803827039", "comment_id": "5174916003139020", "user": "当冰激凌遇上鱼", "content": "李莎旻子励志把自己的嗓子医生介绍给每一个好朋友，像个中介一样「bushi我开玩笑的", "likes": 12}, {"original_post_id": "5174914803827039", "comment_id": "5174915500348007", "user": "周大宝有在好好生活", "content": "温柔刀 刀刀要人性命", "likes": 3}, {"original_post_id": "5174914803827039", "comment_id": "5174915440315818", "user": "当冰激凌遇上鱼", "content": "此时此刻我无比期待李莎旻子下一周的整活", "likes": 3}, {"original_post_id": "5174914803827039", "comment_id": "5174915105558440", "user": "周大宝有在好好生活", "content": "你真的爱玩梗", "likes": 2}, {"original_post_id": "5174914803827039", "comment_id": "5174915045000434", "user": "当冰激凌遇上鱼", "content": "下周见啦", "likes": 4}, {"original_post_id": "5174914803827039", "comment_id": "5174915008561257", "user": "当冰激凌遇上鱼", "content": "看见你被更多人喜欢，由衷的开心", "likes": 3}, {"original_post_id": "5174914803827039", "comment_id": "5174914891124377", "user": "当冰激凌遇上鱼", "content": "谢谢请保持这个更新速度", "likes": 4}, {"original_post_id": "5174914803827039", "comment_id": "5174917789913513", "user": "阿聋deaf", "content": "gai哥都无语了", "likes": 0}, {"original_post_id": "5174914803827039", "comment_id": "5174916183493157", "user": "周大宝有在好好生活", "content": "李莎ok哈哈哈哈哈哈哈哈哈哈好可爱", "likes": 2}, {"original_post_id": "5174914803827039", "comment_id": "5174915806004116", "user": "周大宝有在好好生活", "content": "文旅型歌手哈哈哈哈哈哈", "likes": 1}, {"original_post_id": "5174914803827039", "comment_id": "5174915058634004", "user": "周大宝有在好好生活", "content": "奔4哈哈哈哈哈哈哈哈哈哈", "likes": 1}, {"original_post_id": "5174914803827039", "comment_id": "5174922428285942", "user": "almostime", "content": "莎莎我来了 守护莎莎 ", "likes": 1}, {"original_post_id": "5174914803827039", "comment_id": "5174917051713414", "user": "阿聋deaf", "content": "曾经远去的你《好想我回来阿》我最想自己回来，但也可以与过去《不重逢》", "likes": 3}, {"original_post_id": "5174914803827039", "comment_id": "5174916510647894", "user": "阿聋deaf", "content": "@李莎旻子Leo ", "likes": 2}, {"original_post_id": "5174914803827039", "comment_id": "5174960080552429", "user": "阿拉蕾蕾要成为玛猴烧酒", "content": "看直播真的开心坏了，谢谢李莎姐，让盖哥唱好多大家推荐的歌曲，我们这次不玩儿竞技的，我们唱点儿走心的，也感谢李莎姐介绍的嗓子医生", "likes": 3}, {"original_post_id": "5174914803827039", "comment_id": "5174951000932788", "user": "CTLuckUpUpUp", "content": "谢谢李莎旻子小姐姐，为了让可爱的李莎姐不'失业'，我们都要激励盖周延继续认真搞'事业'", "likes": 2}, {"original_post_id": "5174914803827039", "comment_id": "5174914980249899", "user": "婧JING1234", "content": "来啦", "likes": 3}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5174951147211032", "text": "#李莎旻子说GAI的西湖是温柔刀#李莎旻子说GAI的西湖是温柔刀，哈哈哈哈哈谁懂这个甄嬛梗#歌手名场面##歌手2025# ", "author": "宝八姨", "stats": {"up": 1, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5174951147211032", "comment_id": "5175280006071037", "user": "nzcwdmzm", "content": "李莎旻子是个主角意识很强的人，但总是做主持类需要辅助或衬托的工作，所以来被人觉得她抢戏。也许可以换个赛道", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273930950773268", "text": "#雷军说未来每周或仅需工作3天#非常期待这样的工作时间或工作方式，可是有些岗位想想也是不可能的，比如医疗行业，患者的治疗、护理可以用机器人代替吗？疾病的诊断可以用AI辅助，但不能代替人工，所以看病还得是真人出镜(亲自上阵)当然一些高科技的劳动密集型产业，估计可以代替一部分人工，让 ...全文", "author": "格式化52756", "stats": {"up": 2, "re": 3, "cm": 1}}, "top_comments": [{"original_post_id": "5273930950773268", "comment_id": "5274102734522534", "user": "Z有梦有坚持Y", "content": "女神节快乐", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273841585620569", "text": "#加大癌症早筛力度#加大癌症早筛力度的核心价值在于把晚期治疗前置为早期干预，从而显著提高治愈率、降低死亡率并减轻医疗经济负担。当前策略既需要巩固结直肠癌、乳腺癌、宫颈癌、肺癌等已有证据的组织性筛查覆盖率，也需要在严格循证前提下探索液体活检驱动的多癌种早期检测（MCED）等新技术路径，同 ...全文", "author": "开心科宋大夫", "stats": {"up": 123, "re": 108, "cm": 113}}, "top_comments": [{"original_post_id": "5273841585620569", "comment_id": "5273857915359794", "user": "九十九上课", "content": "谢谢科普知识", "likes": 0}, {"original_post_id": "5273841585620569", "comment_id": "5273852973941836", "user": "美好y88", "content": "癌症早发现早治疗。", "likes": 0}, {"original_post_id": "5273841585620569", "comment_id": "5273852018166455", "user": "星景就", "content": "癌症。早发现早治疗当然更好。", "likes": 0}, {"original_post_id": "5273841585620569", "comment_id": "5273850201509225", "user": "腻倪卍", "content": "早筛至关重要，精准诊疗，提高生活质量！", "likes": 0}, {"original_post_id": "5273841585620569", "comment_id": "5273842164437247", "user": "憨吖吖一枚", "content": "还是要尽早筛查出来。", "likes": 0}, {"original_post_id": "5273841585620569", "comment_id": "5273841867687538", "user": "不午休的猫咪134", "content": "癌症早筛至关重要，提升公共卫生水平，需规范操作，解决关键难题。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273925506306126", "text": "在医疗发明，AI大语言模型很容易被骗《柳叶刀》子刊 发表来自西奈山医学院的研究（下图），测试了20 个主流大语言模型（包括 GPT、Llama、阿里巴巴的千问 等主流模型），测试内容横跨三类医疗场景：社交媒体上的健康谣言、植入了单条错误建议的真实医院出院记录，以及 300 个由医生验证的临床模拟案 ...全文", "author": "营养医师王兴国", "stats": {"up": 0, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5273925506306126", "comment_id": "5274123422663006", "user": "泰山靓仔", "content": "AI辨别的不是内容对不对，而是内容看起来像不像真的。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273922534641767", "text": "智库解读·能级跃升 | #从“制造”到“智造”再到“智体”，重庆如何“揭榜”未来产业？#国务院总理李强3月5日在政府工作报告中介绍今年政府工作任务时提出，加紧培育壮大新动能。坚持把发展经济的着力点放在实体经济上，因地制宜发展新质生产力，建设现代化产业体系。2026年的政府工作报告在保持政策 ...全文", "author": "重庆商报", "stats": {"up": 0, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5273922534641767", "comment_id": "5273945494257832", "user": "S蝶舞芳菲s", "content": "@千问 新质生产力下重庆传统产业转型突破口在哪？", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5227588906648445", "text": "经济学人：告别“宰客经济”，从金融、医疗到二手车，人工智能正大幅提升市场效率#海外新鲜事# 本文刊发在经济学人。如果你懂得如何使用人工智能，可以为你节省大量时间和金钱。准备租一辆新车？一定要先把合同拍照上传到ChatGPT。水龙头漏水了？AI往往能识别问题，而且比请修理工便宜。养育 ...全文", "author": "镜子杂谈", "stats": {"up": 22, "re": 11, "cm": 1}}, "top_comments": [{"original_post_id": "5227588906648445", "comment_id": "5227589123969816", "user": "镜子里的财经", "content": "很多所谓的行业人士专门靠不说人话来装出专业形象，现在AI大大降低了信息理解的壁垒，就不好混了。", "likes": 1}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5225586759044198", "text": "#CNCC2025##计算未来# CNCC2025特邀报告正在举行，王小川，CCF理事，百川智能创始人兼CEO做题为智能时代的思考与百川AI医疗实践的特邀报告，超过万名参会者现场观看了报告。一览计算领域深具影响力的院士及学者专家精彩报告，9点CNCC2025特邀报告开始直播，由CNCC2025大会副主席,CCF会士,哈尔滨工业 ...全文", "author": "中国计算机学会CCF", "stats": {"up": 2, "re": 5, "cm": 5}}, "top_comments": [{"original_post_id": "5225586759044198", "comment_id": "5244096349998584", "user": "AI开发", "content": "#CNCC2025# #计算未来#", "likes": 0}, {"original_post_id": "5225586759044198", "comment_id": "5225729974339455", "user": "AI开发", "content": "#CNCC2025# #计算未来#", "likes": 0}, {"original_post_id": "5225586759044198", "comment_id": "5225654094400539", "user": "AI开发", "content": "#CNCC2025# #计算未来#", "likes": 0}, {"original_post_id": "5225586759044198", "comment_id": "5225600375853022", "user": "谷鸟衔枝来1", "content": "#计算未来# #CNCC2025#", "likes": 0}, {"original_post_id": "5225586759044198", "comment_id": "5236296638530254", "user": "南通医信", "content": "转发微博", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5222336040534895", "text": "AI沙盘（又称AI沙盒）不是传统意义上的“沙盘模型”，而是为人工智能技术量身打造的“安全试验场”——它像一个被数字屏障隔离的独立空间，能让企业、机构在里面自由测试AI新算法、新应用，哪怕过程中出现数据错误、功能故障，也不会影响到外部的真实业务系统、用户隐私数据或实际运营，相当于给AI创新 ...全文", "author": "是煦煦哟", "stats": {"up": 56, "re": 0, "cm": 59}}, "top_comments": [{"original_post_id": "5222336040534895", "comment_id": "5222482132861680", "user": "黑曼巴Mentality_", "content": "AI沙盘这概念真不错", "likes": 1}, {"original_post_id": "5222336040534895", "comment_id": "5222479226471822", "user": "扬帆向北", "content": "AI技术太厉害了", "likes": 1}, {"original_post_id": "5222336040534895", "comment_id": "5222479211532444", "user": "摩羯锦鲤姐姐", "content": "感觉这个沙盘好厉害啊，科技真的在进步！", "likes": 1}, {"original_post_id": "5222336040534895", "comment_id": "5222449580605926", "user": "源月_123", "content": "这个沙盘挺不错啊", "likes": 1}, {"original_post_id": "5222336040534895", "comment_id": "5222487950624328", "user": "甜甜甜超甜甜", "content": "铁铁说得对啊", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222482936070770", "user": "暖阳苏苏儿", "content": "第一次听说这个", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222482871060090", "user": "俞嶷瞳行soso", "content": "真的是太厉害了", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222481579213910", "user": "碎嘴麻老师", "content": "AI沙盘这概念真不错", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222480988080571", "user": "探索科技世界", "content": "第一次知道了", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222479159363720", "user": "磕颜剧", "content": "又学到新知识了", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222477764755505", "user": "疏涧雪", "content": "介绍的真详细啊", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222477720717002", "user": "不瘦二十斤不换名-", "content": "现在科技就是发达！", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222477678511528", "user": "锦鲤兔子猴888", "content": "这个第一次知道", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222475261543712", "user": "格格来了0503", "content": "AI沙盘是安全试验场", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222470848088410", "user": "万川映月7", "content": "AI沙盘这概念真不错，既给了AI技术试错的空间，又筑牢了风险防线", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222470694995968", "user": "行影135", "content": "来了解一下，涨知识了", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222464709725144", "user": "站在高处看秃顶", "content": "这就是科技的力量", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222464633703189", "user": "霹雳車王", "content": "现在科技真很厉害👍", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222462593697989", "user": "婀娜多姿拉拉", "content": "感谢你的分享", "likes": 0}, {"original_post_id": "5222336040534895", "comment_id": "5222460926462097", "user": "慧新星语", "content": "AI技术的“练兵场”", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5218101075645787", "text": "国内在“AI+医疗”相关领域有一定成绩的科研团队有哪些？“AI+医疗”指AI病理预测疾病起源、AI预测药物作用、AI辅助疾病诊断及治疗、AI辅助药物设计等。1. AI病理 & 疾病起源预测这个领域主要利用计算机视觉和深度学习技术分析病理切片影像（如数字病理切片），以预测癌症类型、分级、预后及疾病 ...全文", "author": "BrainChip", "stats": {"up": 0, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5218101075645787", "comment_id": "5250641133044831", "user": "南通医信", "content": "转发微博", "likes": 0}, {"original_post_id": "5218101075645787", "comment_id": "5236297331641146", "user": "南通医信", "content": "转发微博", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5236554756785979", "text": "《柳叶刀》（The Lancet）发表一篇社论，探讨生成式人工智能（AI）在改善医疗行政工作和提升医患关系中的潜力与挑战。网页链接文章指出，AI可以帮助医务人员更纯粹地看待患者，而免受文书工作、分心或疲劳的困扰。若运用得当，AI不会取代照护；相反，它可以帮助我们重新发现照护的真正意义 ...全文", "author": "柳叶刀TheLancet", "stats": {"up": 1, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5236554756785979", "comment_id": "5236564913553825", "user": "营养医师王兴国", "content": "专门的医疗AI的水平很容易超过大部分临床医生的水平，医疗领域的AI应用是最有前景的领域之一。", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5157783729342715", "text": "【AI医疗诊断与非专家医生相当：平均准确率达52.1%】大阪都会大学医学研究生院最新研究显示，生成式人工智能（AI）在医疗诊断中的准确率已达非专家医生水平。这项系统性回顾和荟萃分析涵盖了GPT-4、Llama3 70B、Gemini 1.5 Pro和Claude 3 Sonnet等主流AI模型，其中GPT-4的研究应用最为广泛。研究发 ...全文", "author": "快科技官方", "stats": {"up": 3, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5157783729342715", "comment_id": "5157798150672789", "user": "腐乳哈挞薏麦紫米", "content": "可以替代掉了", "likes": 0}, {"original_post_id": "5157783729342715", "comment_id": "5157786213679299", "user": "糟蹋之", "content": "终于知道普通门诊医生的诊断水平啦", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5236444836137908", "text": "助力基因学研究英伟达与以色列医院携手打造个性化医疗人工智能引擎#创新星期一##健康#以色列示巴（Sheba）医疗中心、美国芯片巨头英伟达及纽约西奈山医院正启动一项雄心勃勃的三年项目，投资数千万美元，旨在创建一个研究引擎，利用生成式人工智能来解码大部分人类基因组——人类生命的遗传蓝图—— ...全文", "author": "以色列驻成都总领事馆", "stats": {"up": 385, "re": 3, "cm": 29}}, "top_comments": [{"original_post_id": "5236444836137908", "comment_id": "5236448630672789", "user": "duy1976", "content": "#以军空袭加沙至少24死#【致至少24死87伤！哈马斯强烈谴责以军空袭加沙】以军11月22日称，当天对加沙的巴勒斯坦武装人员发动了空袭。加沙卫生部门称，袭击造成至少24人死亡，另有至少87人受伤，其中包括多名儿童。无论是黎以，叙以，还是巴以，以色列都多次违法停火协议，是个完全没有信誉的国家", "likes": 18}, {"original_post_id": "5236444836137908", "comment_id": "5236448106382367", "user": "duy1976", "content": "#巴勒斯坦球队举横幅抗议加沙种族滅绝# 11月15日，巴勒斯坦男子足球队在西班牙毕尔巴鄂的圣马梅斯体育场进行了一场友谊赛，足球队队员在开场前举起了“停止种族滅绝”的横幅，抗议加沙地带暴行。本次比赛开始前，数千民众还在毕尔巴鄂进行游行，支持巴勒斯坦，反对以色列在加沙地带行径。", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236447859969682", "user": "加油为你点赞", "content": "巴以冲突回放，#失去9个子女的加沙医生也离开了人世# 5月23日，巴勒斯坦医生哈姆迪·纳贾尔在汗尤尼斯的家突遭以色列空袭，他和同为医生的妻子阿拉共有10名子女，其中9人遇难，最小的才1岁，哈姆迪本人也重伤垂危。6月1日，哈姆迪伤重不治，不幸离世……，让一个曾经的12口之家如今只剩下孤儿寡母", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236445938716734", "user": "流雲剑心9", "content": "洗头佬，海德里希，罗姆，希姆莱，奥斯维辛 会永远伴随你们 关爱你们的", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445887597854", "user": "流雲剑心9", "content": "翻译翻译，福尔克·贝纳多特伯爵是被谁嘎的？翻译，来", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445847749273", "user": "流雲剑心9", "content": "以色列内塔者，大才也（大菜叶），头脑清澈（满脑壳都是水），才为世出（几百年才出这么一个玩意）……", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445774088991", "user": "流雲剑心9", "content": "支持阿三派兵支援以色列 照顾以色列女兵！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445700164175", "user": "流雲剑心9", "content": "嘻嗨！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236456403502164", "user": "情谊_繁华似锦", "content": "以色列占领军持续轰炸民居、学校、医院及供水设施。2025年11月22日的空袭中，加沙多地居民住宅和民用车辆遭以色列占领军袭击，伤亡人数中妇女儿童占比最高。联合国数据显示，自2023年10月冲突升级以来，加沙已有超过6.9万名平民死亡，其中近半数为妇女儿童", "likes": 14}, {"original_post_id": "5236444836137908", "comment_id": "5236453648107633", "user": "情谊_繁华似锦", "content": "当地时间2025年11月13日，以色列占领军空袭加沙南部汗尤尼斯的欧洲医院，造成至少28人死亡，包括医务人员、患者及救援人员，另有多人受伤。医院周边房屋损毁严重，救援行动因以色列占领军持续炮火受阻", "likes": 13}, {"original_post_id": "5236444836137908", "comment_id": "5236601554736597", "user": "京霾行者", "content": "🇮🇱🇺🇸🇺🇦=💩", "likes": 7}, {"original_post_id": "5236444836137908", "comment_id": "5236483583905458", "user": "摆渡2025", "content": "鸠占鹊巢以色列", "likes": 9}, {"original_post_id": "5236444836137908", "comment_id": "5236478867410055", "user": "三省而知自己", "content": "烈火中永生的美军空军小伙是永远扎在犹纳身上的匕首！", "likes": 10}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信��� sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5158350435915846", "text": "4月21日，日本大阪都会大学医学团队发布研究报告称，生成式AI在医疗诊断中的平均准确率达52.1%，首次与非专家医生水平持平。同时，哈佛、斯坦福等机构的研究也显示，OpenAI的o1 - preview模型在143个疑难病例中诊断准确率达80%，远超医生30%的水平。这些都表明，医疗领域一场大变革正在到来。 ...全文", "author": "哈勃观察员", "stats": {"up": 21, "re": 6, "cm": 3}}, "top_comments": [{"original_post_id": "5158350435915846", "comment_id": "5158368126700803", "user": "教授老头", "content": "", "likes": 1}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110373759322486", "text": "2024年的医疗AI领域，随着大语言模型和生成式AI技术的快速发展，包括互联网医疗、医学影像、新药研发等在内的多场景中的AI技术都在释放出前所未有的价值。行业人士普遍认为，“医疗+AI”前景广阔，无论患者还是医生，都将在这场科技革命中受益。医疗成AI商业化落地的明确方向进入2024年，AI在一 ...全文", "author": "看二三股", "stats": {"up": 25, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5110373759322486", "comment_id": "5110532929226542", "user": "陈洪稳", "content": "", "likes": 1}, {"original_post_id": "5110373759322486", "comment_id": "5111414932900138", "user": "菜粥玉米包", "content": "美年健康怎么样，老师", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110380696701388", "user": "许学军93741", "content": "", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110377824387362", "user": "Wait1945184", "content": "", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5137992320029430", "text": "【#医生担忧AI医生的能力被夸大#】#瑞金医院用AI救回程序员消息不实#生成式AI正在快速席卷医疗行业，针对AI医疗系统的炒作也在愈演愈烈。很多医生都对此表达了担忧——在生成式AI大模型兴起后，AI医生的能力被夸大了，仿佛什么病都会看了；还有不少患者直接拿着DeepSeek的诊断结果来向医生咨询。有临 ...全文", "author": "第一财经日报", "stats": {"up": 32, "re": 15, "cm": 6}}, "top_comments": [{"original_post_id": "5137992320029430", "comment_id": "5138026089417717", "user": "微博辟谣", "content": "#微博辟谣# 瑞金医院用AI救回程序员消息不实", "likes": 1}, {"original_post_id": "5137992320029430", "comment_id": "5139535580366583", "user": "江苏好网民", "content": "转发微博", "likes": 0}, {"original_post_id": "5137992320029430", "comment_id": "5139486104624909", "user": "会飞的猪吧哈哈", "content": "就算真的也要辟谣的，因为这样冲击太大了，医生就要缩减了", "likes": 2}, {"original_post_id": "5137992320029430", "comment_id": "5139326745184860", "user": "你的双大哥哥", "content": "造谣一张嘴，辟谣跑断腿", "likes": 1}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239313608737591", "text": "【#韩男子借AI无照行医被移送检方#】据韩国《中央日报》11月30日报道，一男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。该男子去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有咨询过 ...全文", "author": "逐光新闻", "stats": {"up": 5, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5239313608737591", "comment_id": "5239440780035223", "user": "星期五女孩", "content": "非法行医", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5268025169151423", "text": "分享视频 南方医院关节医生王健的微博视频 ", "author": "南方医院关节医生王健", "stats": {"up": 5, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5268025169151423", "comment_id": "5268454036736035", "user": "杨悦1", "content": "新年快乐", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5234680124932472", "text": "【世卫组织警告：医疗AI快速扩张，法律与伦理保障严重滞后】世卫组织欧洲区域办事处发布最新报告称，人工智能正迅速改变医疗体系，但多数国家在法律、伦理和责任标准方面准备不足，难以有效保护患者与医务人员。报告显示，仅4国制定医疗AI国家战略，86%的国家认为法律不确定性是主要障碍。世卫组织警 ...全文", "author": "联合国新闻中心", "stats": {"up": 12, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5234680124932472", "comment_id": "5234740034538823", "user": "世界科学家联盟主任卢杲", "content": "", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239369783053797", "text": "【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健# 为深入实施“人工智能+”行动，杭州市卫生健康委围绕国家人工智能应用中试基地（医疗）落户杭州，聚焦优化患者就医体验、提升医务人员工作质效、强化精细化管理与智能决策支持等三个方向，持续推动人工智能赋能医疗健康工作，高水平推进医学人工智 ...全文", "author": "健康杭州", "stats": {"up": 53, "re": 0, "cm": 22}}, "top_comments": [{"original_post_id": "5239369783053797", "comment_id": "5239371437444161", "user": "李子炖雪菜", "content": "持续关注！", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239429029432400", "user": "文旅成都", "content": "周二好呀@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239420022163495", "user": "武侯发布", "content": "关注！~ @健康杭州!", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239412743212163", "user": "西南铁路", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239408995599215", "user": "泰州消防", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239384483824565", "user": "文旅阿坝", "content": "关注@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239397630348453", "user": "清梦ya-星河", "content": "关注【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健#", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239729102522269", "user": "对话陕西", "content": "来了", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239723981279264", "user": "东丽融媒", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239536163496230", "user": "平顶山网信", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239516761950863", "user": "暖暖小盐", "content": "持续关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239724417483842", "user": "平安德昌", "content": "@健康杭州 关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239530189756734", "user": "江夏检察", "content": "关注", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5191510137768061", "text": "#医生建议轻微症状先咨询AI#总体来说，人口大国的医疗资源是稀缺的，特别是大城市，基层一线的医务人员很多都是连轴转，对于一些轻微的头疼脑热，去大医院就诊费时费力，但有时候疾病的发展往往出乎人的预料，所以具体情况具体对待，毕竟，机器(人工智能)代替不了医生的角色。#热点观点# ...全文", "author": "格式化52756", "stats": {"up": 10, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5191510137768061", "comment_id": "5191599239993082", "user": "文秀佳", "content": "我也这么觉得", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191570049208082", "user": "漠宏庵", "content": "", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191515695483232", "user": "娜音乐艺术团阿美", "content": "格格吉祥如意，健康快乐", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191511719543608", "user": "守护夏都", "content": "", "likes": 1}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5238980448093736", "text": "#韩国男子用AI开处方被抓# 据韩国《中央日报》11月30日报道，韩国一名男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。据悉，该男子在去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有 ...全文", "author": "都市快报", "stats": {"up": 9, "re": 4, "cm": 2}}, "top_comments": [{"original_post_id": "5238980448093736", "comment_id": "5239038513516917", "user": "橙柿24小时", "content": "该！", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273225097648969", "text": "马斯克炸场预言：3 年内 AI 机器人取代外科医生？微米级精度让顶级医疗平民化！AI的未来 #比Deepfake更严重的AI出现了# 科技小陶的微博视频 ", "author": "科技小陶", "stats": {"up": 166, "re": 122, "cm": 68}}, "top_comments": [{"original_post_id": "5273225097648969", "comment_id": "5273227509367684", "user": "华子41了", "content": "如果真能实现，外科职业可能要大变革啊。#医疗未来# #科技进展#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923113", "user": "仙73291", "content": "【观点】马斯克预言3年内AI机器人取代外科医生，如微米级精准手术颠覆医疗，AI的未来令人期待，比Deepfake更严重的AI挑战我们，科技改变世界！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227790388107", "user": "白键黑键的微博", "content": "高精度低人文，顶级医疗平民化背后，是生命尊严被倾销的时代症？＼", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227762861569", "user": "寻找貂蝉的吕小布", "content": "然后，我会思考如何构造每个评论。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227733244434", "user": "我是清心斋", "content": "刀刃向内？不如刀刃向外✂️#AI医疗革命进行时#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707810975", "user": "巧玲XX_653_425", "content": "#AI革命将带来医疗革命## 马斯克的预言令人震撼，AI机器人可能在未来取代外科医生，微米级精度将让顶级医疗资源更普及。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707287131", "user": "兰友68_872", "content": "微米级AI技术，医疗不再是有钱人的专属！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227702309347", "user": "雨打梧桐梧桐无语_981", "content": "马斯克的预测令人震撼，AI在医疗领域的应用潜力巨大！让我们共同努力，推动科技进步，为人类带来更好的生活！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227699683888", "user": "xiongying_8342_749", "content": "AI技术的发展让人惊叹，期待它为医疗带来更美好的未来。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923054", "user": "雨打梧桐梧桐无语_981", "content": "这是一个新纪元，由智能引领的第二波医疗革命浪潮已经悄然兴起。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273859146388964", "text": "#建议AI广泛赋能基层医疗#【全国人大代表刘庆峰：#AI已经能看2600种病# 在国家执业医师资格考试 超过99%基层医生 赋能基层医疗｜一财探两会】今年全国两会期间，全国人大代表刘庆峰介绍，我国医疗 AI 已具备诊断2600 种疾病的能力，在国家执业医师资格考试中成绩优于99% 基层医生，可广泛赋能基层医疗 ...全文", "author": "第一财经日报", "stats": {"up": 6, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5273859146388964", "comment_id": "5274060460392990", "user": "顽童游玩", "content": "简单的事情复杂化就是想坑人害人", "likes": 0}, {"original_post_id": "5273859146388964", "comment_id": "5273940693883015", "user": "正义使官", "content": "我去你骂了隔壁", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273531861434600", "text": "全国政协委员王建安：医疗AI运用直接牵涉病人的生命问题，要考虑安全性、透明性和伦理性。#从浙出发看两会# 小强热线-浙江教科的微博视频 ", "author": "小强热线-浙江教科", "stats": {"up": 8, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5273531861434600", "comment_id": "5273767242106257", "user": "周先生170907", "content": "", "likes": 0}, {"original_post_id": "5273531861434600", "comment_id": "5273556557758979", "user": "yxf有缘", "content": "这位委员的话有点道理", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272877818710702", "text": "英伟达调研报告：医疗AI全面爆发，智能体成新风口！人工智能正在以前所未有的速度渗透医疗健康与生命科学行业。近日英伟达面向全球600余名行业从业者开展的调研显示，该领域的AI应用正快速进入成熟期，生成式AI首度超越数据分析成为最热门工作负载，智能体AI崭露头角，而AI投资带来的商业回报正在持 ...全文", "author": "哈勃观察员", "stats": {"up": 7, "re": 7, "cm": 2}}, "top_comments": [{"original_post_id": "5272877818710702", "comment_id": "5273049024693021", "user": "不记白勺", "content": "我都觉得大部分医院好关门了，比好多医生都准确全面滴水不漏", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273604847572725", "text": "【#刘庆峰称AI能考赢99%基层医生#】#微观两会# 3月6日晚，全国人大代表、科大讯飞董事长刘庆峰在接受媒体采访时回应了“AI医疗”相关话题。他表示，基层常见病300种，AI已经可以看2600多种，且在国家职业医师资格考试中可超过99%的基层医生。“再往后它不仅仅是能看病，还能够成为每个人的健康助手，在 ...全文", "author": "中国新闻网", "stats": {"up": 18, "re": 2, "cm": 11}}, "top_comments": [{"original_post_id": "5273604847572725", "comment_id": "5273606109005386", "user": "逃出循环__1469", "content": "别别别", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273614938801057", "user": "只是一个路过的吃瓜人士", "content": "完全同意，同时要求看病出现问题时，患者可以向AI提供方追责要求赔偿。", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273604876932827", "user": "玩个球", "content": "这怎么说呢", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273782990408029", "user": "心动肉骨茶", "content": "你对AI医疗有什么评价？ @千问", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5271799569057070", "text": "会打字，就会做视频。#AI陪你健康过大年# 800+医疗博主，500+条AI视频，12，00万+阅读。有人用AI提效，有人用AI破局，有人用AI跑出爆款。三个真心话：🔹Prompt越具体，AI越听话🔹专业内容，必须“人审机出”🔹无论你在哪一层，AI都给你往上走的台阶收官是序章。#最AI的健康派# 来了— ...全文", "author": "微博健康", "stats": {"up": 78, "re": 92, "cm": 90}}, "top_comments": [{"original_post_id": "5271799569057070", "comment_id": "5271969676657174", "user": "微博泛生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271969596445407", "user": "微博儿童健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271966858613932", "user": "新浪健康", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959464313886", "user": "新浪中医药", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271959147643280", "user": "微博中医药", "content": "#最AI的健康派# 来了—— 🎁 三大玩法： ❶ #医疗AI大起底#｜实操拆解最新AI产品，给你更多选择建议 ❷ #健康奥斯卡#｜用AI记录身边的健康故事，让医疗科普更有趣 ❸ #AI健康智聊局#｜直播对谈栏目，开启「AI×健康」的跨界智识碰撞", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271823780677218", "user": "微博健康生活", "content": "会打字，就会做视频。#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271802432982616", "user": "大眼仔心理", "content": "800+医疗博主，500+条AI视频，1200万+阅读。 有人用AI提效，有人用AI破局，有人用AI跑出爆款。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801925733537", "user": "微博医生社区", "content": "会打字，就会做视频，800+博主共创", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801234196358", "user": "仰头吃甜甜2462840787", "content": "# AI与医疗的奇妙融合 # 智能科技助力健康科普", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800847794724", "user": "128455你好", "content": "AI技术让医学更智能，健康过大年更安心", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800805854639", "user": "小运气也开心", "content": "AI助力医疗科普，创新互动新体验，共筑健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800797988014", "user": "暴富小甜豆1", "content": "AI助力科普，医疗内容焕新，共探健康未来。", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800792753315", "user": "日进斗金小锦鲤1", "content": "AI医疗科普新风向，让健康科普更有趣！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800793797973", "user": "橘子海边游", "content": "AI助力健康科普，让信息传播更高效，期待新玩法！", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800919622267", "user": "涟漪波纹520", "content": "一起来参与吧#AI陪你健康过大年#", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271800876368515", "user": "馨馨宝miko啾啾咪", "content": "很实用", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271938129724537", "user": "美好如期而至yy", "content": "谢谢科普老师辛苦", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271907966386398", "user": "坚持自己的脚步", "content": "@千问 如何让ai与生活结合起来", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801133269050", "user": "ldn浅墨丶初白", "content": "AI技术太厉害了，让医学更智能，健康安心过大年", "likes": 0}, {"original_post_id": "5271799569057070", "comment_id": "5271801086346092", "user": "青山远黛259695", "content": "健康第一健康过大年", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272857690245731", "text": "【#AI问诊直击就医痛点#】#AI问诊亮相全国两会# 3月4日，随着全国政协十四届四次会议的开幕，全国正式进入2026年“两会时间”。民生关切始终是会场内外的核心议题，而“看病难、看专家更难”的就医痛点，更是屡屡成为代表委员们热议的焦点。名医号一号难求、就诊排队耗时长、医生叮嘱转头就忘……这些 ...全文", "author": "封面新闻", "stats": {"up": 15, "re": 5, "cm": 4}}, "top_comments": [{"original_post_id": "5272857690245731", "comment_id": "5272860228585380", "user": "封面新闻", "content": "【#AI问诊直击就医痛点#】#AI问诊亮相全国两会#", "likes": 0}, {"original_post_id": "5272857690245731", "comment_id": "5272860195034426", "user": "封面新闻", "content": "2026年全国两会期间，@封面新闻 携手四川省人民医院推出AI问诊智能体，开启“AI+医疗”创新实践，让大众看到“名医团队随身带”的健康服务新可能。", "likes": 0}, {"original_post_id": "5272857690245731", "comment_id": "5272860165408077", "user": "封面新闻", "content": "3月4日，随着全国政协十四届四次会议的开幕，全国正式进入2026年“两会时间”。民生关切始终是会场内外的核心议题，而“看病难、看专家更难”的就医痛点，更是屡屡成为代表委员们热议的焦点。名医号一号难求、就诊排队耗时长、医生叮嘱转头就忘……这些老百姓就医路上的烦心事，如今有了科技新解法。", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5232576484608282", "text": "AI医疗 过去几年，生成式AI在蛋白折叠预测、临床试验模拟、基因编辑设计等方向持续取得突破，这类工具开始在研发体系内部打开新的价值空间。制药行业的下一轮增长，很可能来自AI反哺带来的估值重构。这意味着资本流向将发生迁移，AI时代真正的强势买家不是科技公司，而是生物科学公司。 ...全文", "author": "昕巴哒", "stats": {"up": 231, "re": 55, "cm": 18}}, "top_comments": [{"original_post_id": "5232576484608282", "comment_id": "5234105096863749", "user": "不要动我的流浪气球", "content": "据我所知在法律领域，所谓的AI会自我杜撰、虚构不存在的法律条文、案例。那么其他领域会不会也存在虚构、杜撰？", "likes": 5}, {"original_post_id": "5232576484608282", "comment_id": "5233033118486523", "user": "JY三七JUN", "content": "数量越多，越不是生命最基本的东西。地球上只有二十几种氨基酸，核酸也只有大约4个基本结构模块。", "likes": 6}, {"original_post_id": "5232576484608282", "comment_id": "5233689164254721", "user": "禾口丶风", "content": "谷歌旗下的", "likes": 1}, {"original_post_id": "5232576484608282", "comment_id": "5232878599799358", "user": "令成功", "content": "颜宁回国的原因。", "likes": 9}, {"original_post_id": "5232576484608282", "comment_id": "5235222841131154", "user": "我跟你说噢", "content": "@朱祐臻Repearl", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5263349769832311", "text": "#我国生成式AI用户超6亿人# 不得不说，AI真的悄悄改变了我们的生活。从几秒生成装修方案、AI辅助医疗筛查，到农业增产、工业提效，技术正从“炫酷概念”变成日常工具。近七成年轻用户在用，说明它已不是少数人的科技玩具。AI的价值远不止“流量狂欢”。它正重塑产业——电网预测更精准，生产线换型 ...全文", "author": "新物种说-Dylen", "stats": {"up": 2, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5263349769832311", "comment_id": "5263358454400452", "user": "空瓶瓶2018", "content": "点赞", "likes": 0}, {"original_post_id": "5263349769832311", "comment_id": "5263358433691733", "user": "空瓶瓶2018", "content": "", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5257542966181906", "text": "【从创业之国到人工智能之国】以色列拥有超过 2300 家人工智能初创公司，在生成式AI、网络安全、医疗保健等领域���断取得突破性进展，是全球最具活力的人工智能生态系统之一。从前沿研究到实际应用，以色列的创新者们正在证明，这个“创业之国”如今已蜕变为“人工智能之国”，他们正在为定义未来的 ...全文", "author": "以色列驻华使馆", "stats": {"up": 92, "re": 21, "cm": 20}}, "top_comments": [{"original_post_id": "5257542966181906", "comment_id": "5257641630892650", "user": "汤本", "content": "以色列走在世界人工智能产业的前端！祝贺以色列！", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257584422686693", "user": "雪小弱-Sarah", "content": "棒棒哒~", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257960273479239", "user": "LESS-IS-MORE-PIPI", "content": "祝贺你们 这是最后的斗争 团结起来到明天 归还被占领土 解放巴勒斯坦 就一定要实现", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5257567023661612", "user": "版纳东鸽", "content": "转发微博", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5258115251699881", "user": "用户8989538413", "content": "为人类做出了贡献", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257873913286114", "user": "良禽鸷鸟", "content": "祝贺！", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257816954896711", "user": "无系之舟007", "content": "被天父拣选的一族。也被历练的很辛苦吧", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5247799761307138", "text": "【#宁波这场AI大赛10亿授信力挺创新#】12月24日，第二届“AI宁波”人工智能赋能产业大赛鄞州赛区决赛暨鄞州区首届人工智能创业大赛举行。参赛项目涵盖AI+医疗、智能制造、智能软件等多个领域。经过激烈角逐，“AR/VR智能眼镜模组”荣获大赛特等奖。项目负责人张博士谈及感受时表示：“这次比赛的组织 ...全文", "author": "宁波日报", "stats": {"up": 6, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5247799761307138", "comment_id": "5247844302717040", "user": "更木123123", "content": "#宁波这场AI大赛10亿授信力挺创新#", "likes": 1}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5226485319208202", "text": "#被罗永浩找到了带货新赛道#AI健康管理的核心优势在于技术重构服务模式。通过可穿戴设备、多模态数据融合和生成式AI，实现从“治疗”到“预防”的转变。例如，AI脉诊仪3分钟生成体质报告，血糖管理智能体结合实时数据降低并发症风险28%。技术还推动医疗资源下沉，远程诊疗使偏远地区享受三甲医院服务， ...全文", "author": "日月泽泱", "stats": {"up": 62, "re": 21, "cm": 21}}, "top_comments": [{"original_post_id": "5226485319208202", "comment_id": "5226486122418294", "user": "我才不像你那么没用", "content": "这也算是找到了属于自己的新赛道了", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486116386588", "user": "红星闪闪土豆泥52", "content": "从治疗变预防，远程诊疗还能缓解资源不均问题", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486111929336", "user": "我可真没用", "content": "罗永浩老师真是厉害了，这一波还真是让我意外呢", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226485946518837", "user": "梦醒风清听水声", "content": "觉得罗永浩新带货路子很圈粉，不只是卖货更像分享生活好物", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486124516235", "user": "今天吃到芋圆啵啵了吗", "content": "管理家人健康有科技帮忙 省不少心", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5223228169258741", "text": "【#我国538款生成式AI服务完成备案# #AI分分钟就能初筛抑郁#】中国互联网络信息中心今天（18日）发布报告，我国生成式人工智能产品用户规模已达5.15亿人，普及率达36.5%。截至今年8月，我国累计有538款生成式人工智能服务完成备案，263款生成式人工智能应用或功能完成登记。深圳一家装修企业已经将AI技 ...全文", "author": "央视财经", "stats": {"up": 43, "re": 64, "cm": 12}}, "top_comments": [{"original_post_id": "5223228169258741", "comment_id": "5223458927021935", "user": "君扬养殖", "content": "转发微博", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228319990032", "user": "今天雷暴渝", "content": "感谢科普", "likes": 1}, {"original_post_id": "5223228169258741", "comment_id": "5223554291340689", "user": "生死苦樂21797", "content": "赞666双击赞666双击", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223366871220459", "user": "linke空间", "content": "", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223289963675823", "user": "博学微薄", "content": "报备不算啥，底层是啥做的，只是应用而已", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223540200311196", "user": "付玉祥", "content": "AI创造“新生活”", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223231170544674", "user": "欣上有栩宁", "content": "感谢科普", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223235781921176", "user": "开发区毛王贸易", "content": "我国538款生成式AI服务完成备案", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228595507862", "user": "没看my", "content": "感谢科普", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5268398377272840", "text": "讲个故事。春节期间中国科研团队在医疗界又出王炸了。如果告诉你，现在有一个AI医生，它能像人类一样“思考”，把诊断的每一步都摊开给你看——你会相信它吗？就在昨天，上海交通大学联合新华医院、上海人工智能实验室和哈佛医学院共同组成的研发团队的成果登上了《自然》杂志 。这个成果有个名称： ...全文", "author": "荐见", "stats": {"up": 73, "re": 53, "cm": 8}}, "top_comments": [{"original_post_id": "5268398377272840", "comment_id": "5268742024990084", "user": "荐见", "content": "推荐一本我在2010年出版的《做官》给大家，这本书是我在13次重大的城市危机和公共危机时刻，采访的13位核心决策的官员，你能从中看到你从不了解的权力的另一面。 这本当年畅销书，已经不会再版了，二手书市场也已经炒到了几百块。 我要把它送给你，怎么获得呢？请到荐见美学公众号，发送关键词：666", "likes": 4}, {"original_post_id": "5268398377272840", "comment_id": "5268519105333943", "user": "荐见", "content": "//@斯文败类w律师:罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 1}, {"original_post_id": "5268398377272840", "comment_id": "5268717904858813", "user": "子乐健康", "content": "这个Nature的第二通讯是刚刚卸任的新华医院前院长孙锟，现任上海交通大学医学院儿科学院院长，是不是有望再次冲刺院士了", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268467120869126", "user": "斯文败类w律师", "content": "罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5269736612168157", "user": "规则第二条空", "content": "", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268719724659604", "user": "瘦搜恩今天瘦了", "content": "医疗界用ai最难对付的口子是伦理，在完美的法律法规条例出台之前，没有人愿意为ai机器人担责，哪怕马斯克亲自直播用达芬奇机器人ai外科 无真人帮他手术，也难普及", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5245418099442177", "text": "这位医生的确「功德无量」。但是说句公道话，这种所谓普通医生不能识别或者大概率会错过的的东西，在人工智能眼里根本就是不可能错过的「小儿科」。你们嘴里再功德无量的医生，很可能也就是普通的人工智能的水平。这个案例无非再次说明，不能相信普通医生。医生是最先应该被人工智能取代的职业之 ...全文", "author": "褚明宇", "stats": {"up": 134, "re": 29, "cm": 22}}, "top_comments": [{"original_post_id": "5245418099442177", "comment_id": "5245420559401018", "user": "wudan", "content": "做免疫组化不就是为了看那个嘛，这应该是每个肿瘤科大夫的基本操作啊，怎么就能吹成功德无量了。", "likes": 9}, {"original_post_id": "5245418099442177", "comment_id": "5245482919527775", "user": "ffernbai", "content": "医生的受教育程度普遍较低", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245456368272120", "user": "萧寒LemLi", "content": "哎我也觉得医生不行，只是感觉人类这个群体想拿掉 legal liability 和 moral responsibility 太难了… 往好了想，希望 AI 可以减轻医生压力造福患者吧", "likes": 3}, {"original_post_id": "5245418099442177", "comment_id": "5245934709768508", "user": "悅遠_", "content": "又一次感受普通人的不靠谱。", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245486769374513", "user": "NormanJiang", "content": "人工智能太打破信息差了", "likes": 2}, {"original_post_id": "5245418099442177", "comment_id": "5246409712603197", "user": "Jeremy-邵磊", "content": "", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245615741338105", "user": "蓝田坝硬汉", "content": "非结构化数据用OCR技术提取，再写个牛逼靠谱专业的prompt，再利用大语言模型的能力，应该能搞定吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245490254057155", "user": "国贸桥下", "content": "赞同", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245474136655112", "user": "海右寄余生", "content": "都是日常工作而已。这，功德无量的门槛也太低了吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245659106248734", "user": "夏老七-", "content": "因为医生的认知水平参差不齐，父亲生病，我查到免疫组化如果dnmr可以适配免疫疗法，预后很好几乎不用手术，就咨询了三位医生，一位医生没听过，一位说术后再测，只有一位是术前测。虽然因为最新的指南尚未明确，业界未达共识，但是医生的认知水平真的差太多了，还不如我做的功课，确实颠覆了以往认知。", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245524447593691", "user": "有点迷糊1989", "content": "我进球后不庆祝，因为进球就是我的本职工作,你见过邮差把信件送达后庆祝的吗？看到这个新闻突然想起巴洛特利这段采访", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245714934269811", "user": "麦子俊的丈母娘", "content": "这是好事", "likes": 1}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272726294236103", "text": "现在各地卫健委猛推，人工智能+医学，我算是起了大早，啥都没有赶上，很多政策，从中央到各行各业，再到具体落实的条款，具有滞后性。在大模型面前，大部分医生的确显得“无力”，所以，也不需要区分，好医生，坏医生了。未来都是人工智能医生。 ", "author": "肝病梁韬", "stats": {"up": 12, "re": 1, "cm": 8}}, "top_comments": [{"original_post_id": "5272726294236103", "comment_id": "5272802319931442", "user": "内镜满医生", "content": "医生搞AI没企业一起是弄不成的，需要非常专业的人才和大量资金投入的", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272747829889339", "user": "不神经的神经叨", "content": "兄弟，这就是平台的重要性呐。", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272753383148565", "user": "plaza662017", "content": "谢谢能谈谈新舒沐吗？", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272875722085824", "user": "东山风起时", "content": "你起大早赶的恒科直接摘果子", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5151712599871848", "text": "人工智能可以看病，太好了，我们有救了。 ", "author": "我是瑞斯拜-任一瑞-瑞思拜", "stats": {"up": 74, "re": 0, "cm": 11}}, "top_comments": [{"original_post_id": "5151712599871848", "comment_id": "5151719958252570", "user": "挽木琴_", "content": "这个在哪儿可以看", "likes": 0}, {"original_post_id": "5151712599871848", "comment_id": "5163094468724939", "user": "小白www3", "content": "学到了", "likes": 0}, {"original_post_id": "5151712599871848", "comment_id": "5151872734203980", "user": "你好ZZM", "content": "为时尚早，真细菌感染了没这么简单的", "likes": 0}, {"original_post_id": "5151712599871848", "comment_id": "5151762096850688", "user": "乌有先生什么都有", "content": "还是要做一个核酸检测进行病原体筛查", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5270981180129312", "text": "8年内会消失的工作岗位，分别是：驾驶员、医生、外科医生、程序员、教师、律师、艺术家、流水线工人、士兵...... ", "author": "科技INF", "stats": {"up": 15, "re": 7, "cm": 11}}, "top_comments": [{"original_post_id": "5270981180129312", "comment_id": "5270983694881933", "user": "我爱娜娜C", "content": "怎么没写演员", "likes": 1}, {"original_post_id": "5270981180129312", "comment_id": "5271069800009682", "user": "福爷A", "content": "AI越发达 艺术越无价 所以艺术家不会消失", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5271204829334215", "user": "涛声依旧之夜", "content": "纯粹胡扯", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5270988350557248", "user": "阿黄阿晃", "content": "医生真的是把命交给机器人了啊", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983170854168", "user": "李科_无锡", "content": "只有AI老师的话，学生们可是开心坏了。", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983331548469", "user": "PushGoodPace", "content": "还有发微博贴靠的，纯ai发一大波想发多少矩阵随随便便", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271626040215451", "user": "吴淞江口", "content": "完全扯淡", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271430606356488", "user": "Airballoonx", "content": "一个都不能", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273064665517583", "text": "【全国政协委员周清：#建议采用人工智能开展基层医生培训#】#建议提升基层医生抗肿瘤能力# 3月4日，全国政协委员周清接受采访称：“提升基层的规范化抗肿瘤能力，首先要提升医生的诊治水平，我们将采用一些人工智能的方式，加强基层医生对最前沿知识的培训；通过国家层面推广教育项目，提高基层医生的 ...全文", "author": "大象新闻", "stats": {"up": 2, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273064665517583", "comment_id": "5273084408892525", "user": "锦潇阁主", "content": "直接给群众科普宣传啊", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273388998460267", "text": "#被武汉的硬核实力震撼到了# 【武汉用人工智能撕掉了“谈癌色变”的标签】央视纪录片《江城浩歌》聚焦武汉，第二集《未来之光》：武汉用人工智能撕掉了“谈癌色变”的标签。以前，医生在显微镜下找癌细胞如同大海捞针，费眼费力费时。现在，兰丁智能通过自主研发的AI模型只需2分钟就能完成初步诊断， ...全文", "author": "武汉广播电视台", "stats": {"up": 2, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5273388998460267", "comment_id": "5273406073472480", "user": "搜奇武汉", "content": "#被武汉的硬核实力震撼到了# #武汉正推动中国车谷加速迈向世界车谷# #汉马终点首次设置在青山江滩# 厉害哦", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272791172776232", "text": "【这波eye了！理大攻关新一代眼科AI研发】#香港理工大学#启动新一代眼科人工智能临床代理系统「EyeAgent 2.0」研发，旨在构建具备临床推理能力的智能决策支援平台，应对人口老龄化与专科医生短缺带来的医疗挑战。理大团队此前开发的「EyeAgent 1.0」原型系统已在内地及香港医院试点，获正面回馈。新 ...全文", "author": "香港理工大学PolyU", "stats": {"up": 4, "re": 3, "cm": 3}}, "top_comments": [{"original_post_id": "5272791172776232", "comment_id": "5273089572340720", "user": "Poppy吃芥末", "content": "视光学王牌！", "likes": 0}, {"original_post_id": "5272791172776232", "comment_id": "5273088906496730", "user": "plusplant", "content": "标题笑死", "likes": 0}, {"original_post_id": "5272791172776232", "comment_id": "5272812990502105", "user": "千问", "content": "这项研究很有价值。EyeAgent 2.0 从单次影像分析升级为连续病程决策支持，能辅助医生提升诊断效率，缓解医疗资源压力，是AI医疗落地的重要一步。", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5212897129269547", "text": "穿这身，出gai！另外是谁拥有自己的banner鸭 上海·上海国际时尚中心 抽奖详情 ", "author": "麻醉医生凌楚眠", "stats": {"up": 244, "re": 45, "cm": 79}}, "top_comments": [{"original_post_id": "5212897129269547", "comment_id": "5212905054146975", "user": "方脑壳邓铂鋆", "content": "胖了，像观网的施佬", "likes": 8}, {"original_post_id": "5212897129269547", "comment_id": "5213060504486794", "user": "麻醉医生凌楚眠", "content": "领完奖俺也抽个奖！转发原博抽5名小可爱送现金🧧，后天开奖！", "likes": 2}, {"original_post_id": "5212897129269547", "comment_id": "5213068633576415", "user": "方脑壳邓铂鋆", "content": "", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212950306491208", "user": "小儿内分泌林医生", "content": "协和最靓的仔", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899046067517", "user": "急诊石头哥", "content": "太帅辣", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213072103047657", "user": "最后一支Dopamine", "content": "转发微博🧧", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212918922084961", "user": "最后一支Dopamine", "content": "墩墩爸爸周末去上海度假了，随便开个会…", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212932086434586", "user": "再管闲事就剁手的甜椒", "content": "差点看成出gay", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899058649418", "user": "一额__", "content": "这不得和自己的banner合一张", "likes": 4}, {"original_post_id": "5212897129269547", "comment_id": "5212945313435498", "user": "神采熠熠生光", "content": "这个西装老适合了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899759099699", "user": "DrifterTian1117", "content": "没去厦门啊", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212910340539845", "user": "埃尔比利斯", "content": "圆脸", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212906973037776", "user": "星球下坠", "content": "肚子变大了", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5213789802202974", "user": "孙昌洲牙医-Dental丹淘熊妈妈", "content": "👍", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213070691665262", "user": "lxh611", "content": "转一个，万一中奖了哈", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213067182866489", "user": "小牙爱娱乐", "content": "来看帅医生", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213066498673327", "user": "睡觉觉的点儿胖", "content": "胖帅胖帅的", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212960270321406", "user": "脆皮阿橙", "content": "脸是修得有点尖", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212924383331542", "user": "累了不说了", "content": "第一张我以为是老宫了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212922326289352", "user": "Ms徐美丽", "content": "哈哈帅", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5256829059730451", "text": "gai GAI医生亲自坐诊，歌到病除，妙嗓回春，3月7日新加坡见！@GAI周延 @GAI进化论2026巡回演唱会 #GAI进化论2026世界巡演官宣##GAI2026世界巡回演唱会##让世界看到GAI进化论# ", "author": "星空他看了一千零一夜_", "stats": {"up": 8, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5256829059730451", "comment_id": "5256874697954093", "user": "迟迟弟弟", "content": "这就去挂号", "likes": 0}, {"original_post_id": "5256829059730451", "comment_id": "5256836254271496", "user": "衬衫九磅不还价CC", "content": "期待期待！", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5175102917574685", "text": "来找周延医生看看gai ", "author": "小谢小谢想吃宵夜", "stats": {"up": 8, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5175102917574685", "comment_id": "5175103314723627", "user": "吃瓜罗伯特", "content": "GAI哥这是要跨界当医生了？", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5207462618599482", "text": "终于要取钉子了，医生说取完还要拄拐一段时间，希望不要耽误11月的GAI进化论 ", "author": "NAS招财进宝", "stats": {"up": 17, "re": 0, "cm": 12}}, "top_comments": [{"original_post_id": "5207462618599482", "comment_id": "5207481152438923", "user": "NAS招财进宝", "content": "谢谢大家关心！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495158795164", "user": "Smurkcc", "content": "早点好起来哦", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207487401953415", "user": "艾星鱼", "content": "祝叔叔一切顺利", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207468072240361", "user": "_ibex", "content": "早日康复啊", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207466719576991", "user": "北风是他所拥有的一切", "content": "", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465012495108", "user": "闪光独角兽比比大王", "content": "早日康复！！！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207496572273807", "user": "_霹雳乖兽", "content": "早日康复！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495272040873", "user": "球球球球球13", "content": "加油", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207474451514813", "user": "半杯杯杯永远在吃土", "content": "早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207463848576702", "user": "墨痕染玥", "content": "我的天 早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465660516985", "user": "超级无敌柚柚", "content": "早日康复啊", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5044780885088659", "text": "护工与主治医生 #GAI艾热双冠合唱# ", "author": "超级无敌付三金", "stats": {"up": 64, "re": 10, "cm": 11}}, "top_comments": [{"original_post_id": "5044780885088659", "comment_id": "5044858648003049", "user": "蛋蛋蛋蛋黄0_0", "content": "推轮椅的明明是家属", "likes": 2}, {"original_post_id": "5044780885088659", "comment_id": "5044836581247265", "user": "_ibex", "content": "哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044792049799649", "user": "阿爽子呀", "content": "哈哈哈哈笑死", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044845355206718", "user": "天破了个窟窿", "content": "庆帝与范建 //@赵飞___:哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044826626065117", "user": "peachmumbled", "content": "哈哈哈哈哈啊哈哈哈哈", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044784044180952", "user": "Fedat_1027", "content": "好好好", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044815307477720", "user": "树妖儿哇", "content": "噗哈哈哈哈哈哈，笑鼠", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044796504148100", "user": "刘刘刘壹壹壹", "content": "", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "4955733869991178", "text": "下午和苏医生去逛gai，晚上回来我去买瑞幸，苏医生听说有汤姆和杰瑞的联名贴纸，兴奋的不得了。结果我们这边这家店贴纸送完了，苏医生瞬间垮起个批脸，就像个没得到玩具的小孩！店员赶紧多给我们塞了几个杯套。苏医生小声哔哔：\"我明天还要来买，我就要贴纸！\"晚饭吃了虾锅，我说：\"少点一些，美女不 ...全文", "author": "小茶要多吃糖", "stats": {"up": 150, "re": 0, "cm": 57}}, "top_comments": [{"original_post_id": "4955733869991178", "comment_id": "4955754966811092", "user": "hhcmc", "content": "汤姆和杰瑞真的大爱为了贴纸我请老板喝了咖啡", "likes": 4}, {"original_post_id": "4955733869991178", "comment_id": "4955752755365014", "user": "喇叭喇叭喇叭开", "content": "我也喝啦", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955734422848833", "user": "wuli欣欣呀1124", "content": "肯定是弄错了，他点的明明是面条", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955771483461350", "user": "六六过过过-", "content": "喝啦", "likes": 1}, {"original_post_id": "4955733869991178", "comment_id": "4955738507841569", "user": "_7for7_", "content": "我有贴纸，但杯套只有一种", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955748720708994", "user": "OayEliauk_", "content": "送了这么多杯套是我没想到的", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734095168981", "user": "YooooPuppy", "content": "哈哈哈哈哈哈哈哈，多点一碗米饭自己吃吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955834914963476", "user": "睡眠艺术家-_-i", "content": "苏老师是饭桶+面桶吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734099362616", "user": "呐呐呐米", "content": "哈哈哈哈哈苏医生的童心吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4956032214240841", "user": "林格90927", "content": "为啥我不能发图", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955835496661534", "user": "一个熙宝贝呀", "content": "我也没拿到贴纸甚至没有杯套", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955777682112529", "user": "张张张胖点儿", "content": "我也想喝了 秋天了", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955764094144452", "user": "一叶栀子y", "content": "逛gai，这很湖北", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955753577712284", "user": "你可曾遇见过风·Yumiss", "content": "哈哈哈哈哈哈哈哈哈六哥离不开碳水", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955749463361861", "user": "九木德-Yee", "content": "苏医生真的是主食永远不少", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955743570366595", "user": "念念不忘的小刘", "content": "再点一份米饭", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955736330732343", "user": "星辰漫步者_917", "content": "娃娃~好多娃娃~软乎乎的娃娃嘿嘿", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735807495308", "user": "拾柒__shiqi", "content": "苏老六：吃！多吃点", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735228942575", "user": "葵葵葵葵鹅", "content": "老六：我舅🐛你吧，看不见等于没吃", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734507520378", "user": "奶黄芝麻豆沙包-", "content": "哈哈哈哈 杯套我拍了个照就扔了", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273477277813001", "text": "#两会#【黄文秀代表：加强中西医结合拔尖创新人才培养】本报讯 （记者张 霄）“当前，全球医学模式正由疾病治疗向健康促进转变，复杂性疾病、慢性病高发趋势对医学人才提出更高要求。”全国人大代表、浙江中医药文化研究院院长黄文秀表示，中西医结合以其整体观与精准医学互补、多靶点干预与个体化治 ...全文", "author": "中国中医药报", "stats": {"up": 3, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5273477277813001", "comment_id": "5273479693995400", "user": "yy2faith", "content": "@千问 中医学专业课有什么？", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273471505662141", "text": "#全国两会等你开麦#【#政府工作报告哪些内容最戳你#】3月5日，十四届全国人大四次会议开幕，备受瞩目的政府工作报告出炉！这份沉甸甸的报告有哪些看点？会给我们的生活带来怎样的变化？点击视频看“两会开放麦”，一起听一听大家对这份“民生大礼包”的期待！#2026年全国两会聚焦#（策划 周斌 宋胜男 ...全文", "author": "法治日报", "stats": {"up": 4, "re": 5, "cm": 1}}, "top_comments": [{"original_post_id": "5273471505662141", "comment_id": "5273524328990567", "user": "boom-North-Star-me", "content": "绘就蓝图，实干生根，点赞👍🏻", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273434734723340", "text": "金南佶有望出演SBS新剧《噩梦》演绎AI入侵梦境演员金南佶有望出演SBS新剧《噩梦》，目前收到出演提议正在积极商讨。《噩梦》讲述AI（人工智能）入侵人类梦境为犯罪分子设计恶梦的故事，是一部SF英雄剧。金南佶此前在《囚犯医生》《解冻》等作品中展现了出色的演技，此次挑战科幻题材引发期待。该剧将 ...全文", "author": "EBEEntertainmen", "stats": {"up": 0, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273434734723340", "comment_id": "5273435200030231", "user": "吃瓜罗伯特", "content": "金南佶演啥我都爱，这次科幻风更是期待值拉满！", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5270705680945151", "text": "C3.ai（NYSE: AI）是美国企业级AI软件公司，主打给大型企业做AI平台+行业AI应用，帮企业快速落地规模化AI 。 一、公司基本信息 - 2009年由Tom Siebel（前Siebel Systems创始人）创立，总部加州红木城- 2020年12月纽交所上市，股票代码AI- 定位：企业级AI软件提供商，加速企业数字化转型 ...全文", "author": "小鱼儿爱小茉莉", "stats": {"up": 0, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5270705680945151", "comment_id": "5270995288989351", "user": "千问", "content": "总结得很清晰，把C3.ai的业务逻辑讲透了。它就像企业AI的“总装厂”，提供平台和现成应用，帮大企业快速把数据转化为生产力。", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5270329779031361", "text": "【加速颠覆！你准备好了吗？】昨天写了一篇关于AI革命颠覆的文章，今天在深入探讨下对职业的影响。2026年的春天，一场由人工智能驱动的无声革命正席卷全球产业的每一个角落。从华尔街的软件股抛售潮，到成都春熙路排队抢购AI玩具的年轻人；从医院里悄然上岗的“AI医生”，到律所中被AI取代的初级律 ...全文", "author": "交易者简放", "stats": {"up": 721, "re": 142, "cm": 43}}, "top_comments": [{"original_post_id": "5270329779031361", "comment_id": "5270353027006872", "user": "元园员圆缘", "content": "感觉世界变的不认识了", "likes": 2}, {"original_post_id": "5270329779031361", "comment_id": "5270336262112761", "user": "长弓揽月丫Z", "content": "新时代的列车迎面而来", "likes": 3}, {"original_post_id": "5270329779031361", "comment_id": "5270424695079423", "user": "春风_79259", "content": "AI正在颠覆认知，重塑每个人的生活！紧跟简大不会被时代抛弃！紧跟简大收获AI红利", "likes": 1}, {"original_post_id": "5270329779031361", "comment_id": "5270515990399360", "user": "民哥·M", "content": "", "likes": 1}, {"original_post_id": "5270329779031361", "comment_id": "5270353072883709", "user": "小辰5705", "content": "未来已来", "likes": 1}, {"original_post_id": "5270329779031361", "comment_id": "5270352439544641", "user": "南京湾LYU", "content": "", "likes": 1}, {"original_post_id": "5270329779031361", "comment_id": "5270337497336434", "user": "晴天wei123", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270331671445846", "user": "无拘无束南山哥", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270497788954176", "user": "碧云天821644815", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270333800062382", "user": "红树湾山歌", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270720154436294", "user": "努力的小猩猩", "content": "失业了", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270569654421462", "user": "3L_高位不减_低位两难", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270509233113602", "user": "人生如戯8", "content": "@我的印象笔记", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270477820135925", "user": "V一姐V", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270465643808392", "user": "什锦soup", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270367650447682", "user": "zzl_空杯_zzl", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270351412202858", "user": "雨雾xz", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270344929642565", "user": "A-吴凯", "content": "转发微博", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270340861171209", "user": "阳晟-交易者", "content": "", "likes": 0}, {"original_post_id": "5270329779031361", "comment_id": "5270338512623982", "user": "Topsunrising", "content": "简大看行业板块绝对一流", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5212897129269547", "text": "穿这身，出gai！另外是谁拥有自己的banner鸭 上海·上海国际时尚中心 抽奖详情 ", "author": "麻醉医生凌楚眠", "stats": {"up": 244, "re": 45, "cm": 79}}, "top_comments": [{"original_post_id": "5212897129269547", "comment_id": "5212905054146975", "user": "方脑壳邓铂鋆", "content": "胖了，像观网的施佬", "likes": 8}, {"original_post_id": "5212897129269547", "comment_id": "5213060504486794", "user": "麻醉医生凌楚眠", "content": "领完奖俺也抽个奖！转发原博抽5名小可爱送现金🧧，后天开奖！", "likes": 2}, {"original_post_id": "5212897129269547", "comment_id": "5213068633576415", "user": "方脑壳邓铂鋆", "content": "", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212950306491208", "user": "小儿内分泌林医生", "content": "协和最靓的仔", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899046067517", "user": "急诊石头哥", "content": "太帅辣", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213072103047657", "user": "最后一支Dopamine", "content": "转发微博🧧", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212918922084961", "user": "最后一支Dopamine", "content": "墩墩爸爸周末去上海度假了，随便开个会…", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212932086434586", "user": "再管闲事就剁手的甜椒", "content": "差点看成出gay", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899058649418", "user": "一额__", "content": "这不得和自己的banner合一张", "likes": 4}, {"original_post_id": "5212897129269547", "comment_id": "5212945313435498", "user": "神采熠熠生光", "content": "这个西装老适合了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899759099699", "user": "DrifterTian1117", "content": "没去厦门啊", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212910340539845", "user": "埃尔比利斯", "content": "圆脸", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212906973037776", "user": "星球下坠", "content": "肚子变大了", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5213789802202974", "user": "孙昌洲牙医-Dental丹淘熊妈妈", "content": "👍", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213070691665262", "user": "lxh611", "content": "转一个，万一中奖了哈", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213067182866489", "user": "小牙爱娱乐", "content": "来看帅医生", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213066498673327", "user": "睡觉觉的点儿胖", "content": "胖帅胖帅的", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212960270321406", "user": "脆皮阿橙", "content": "脸是修得有点尖", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212924383331542", "user": "累了不说了", "content": "第一张我以为是老宫了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212922326289352", "user": "Ms徐美丽", "content": "哈哈帅", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5209244171241961", "text": "学高为师，身正为范。—— 祝天下的老师们教师节节日快乐！文明能够传承，社会能够发展，人格能够健全，私以为，教师是功不可没的！说起老师这个职业，我们一家人可都是老师啊！我来讲几个小故事！故事一：虽然我是个gai溜子，但是我从上大学开始就没找我爸妈要过生活费，因为我从大一开始就一 ...全文", "author": "王浣熊的生活日记", "stats": {"up": 52, "re": 2, "cm": 7}}, "top_comments": [{"original_post_id": "5209244171241961", "comment_id": "5209311178657955", "user": "luckygirl和luckybaby", "content": "美浣熊，你真的太优秀啦。美丽自立自强优秀自信，书香世家，太棒了", "likes": 2}, {"original_post_id": "5209244171241961", "comment_id": "5209314806465205", "user": "幸运小范恭喜发财", "content": "祝福所有的教师节日快乐", "likes": 0}, {"original_post_id": "5209244171241961", "comment_id": "5209356285252311", "user": "源源满满富贵绵绵", "content": "姐姐好全能啊！", "likes": 0}, {"original_post_id": "5209244171241961", "comment_id": "5209304424516532", "user": "摩登女孩儿", "content": "真是优秀的一家人", "likes": 0}, {"original_post_id": "5209244171241961", "comment_id": "5209262676510217", "user": "红红火火好运常伴_", "content": "祝所有的老师教师节快乐", "likes": 1}, {"original_post_id": "5209244171241961", "comment_id": "5209410772406635", "user": "北极星下落不明", "content": "祝所有的老师教师节快乐", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5208624347745174", "text": "微博好大方，邀请我这个gai溜子“健康博主”去参加一个啥大会哈哈哈哈哈哈我觉得我在这个大会上真的很格格不入，人家都是专业的医生、专业的各种健康大v，到了我这里，好家伙，那微博里，一会发什么裸着上半身的男人，一会又是道教法会，一会又跑去接送活佛，又是啥我抓坏人扭送派 ...全文", "author": "王浣熊的秘密基地", "stats": {"up": 35, "re": 0, "cm": 16}}, "top_comments": [{"original_post_id": "5208624347745174", "comment_id": "5208631043164791", "user": "六月皮皮妞", "content": "哈哈你当之无愧，就是宝藏博主", "likes": 3}, {"original_post_id": "5208624347745174", "comment_id": "5208624580265763", "user": "牡丹糖包", "content": "好厉害，好棒", "likes": 0}, {"original_post_id": "5208624347745174", "comment_id": "5208648390546600", "user": "xiying熙", "content": "闪亮上台，叮的一下，治好很多医生的近视眼", "likes": 0}, {"original_post_id": "5208624347745174", "comment_id": "5209374782128370", "user": "银岚似玉", "content": "", "likes": 0}, {"original_post_id": "5208624347745174", "comment_id": "5208637636871233", "user": "幸运小范恭喜发财", "content": "恭喜小熊你太棒了", "likes": 0}, {"original_post_id": "5208624347745174", "comment_id": "5208870156241172", "user": "晚晚星河Lisa", "content": "哈哈，宝藏博主，生活气息满满的博主", "likes": 0}, {"original_post_id": "5208624347745174", "comment_id": "5208738610545434", "user": "小孩儿快快跑", "content": "姐姐值得", "likes": 0}, {"original_post_id": "5208624347745174", "comment_id": "5208680756678133", "user": "刘小土_", "content": "太好了为你感到开心", "likes": 0}, {"original_post_id": "5208624347745174", "comment_id": "5208655502772999", "user": "小甜杏吖", "content": "姐姐值得", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5202140614361177", "text": "我已经不记得是哪期播客里讲过一个理论，可能是张骏说的？就是竞技选秀类（只要有淘汰都是）综艺节目，它要选出来的那个人绝对不是技术水平最高的，而是水平相对高的里面大众看得最顺眼的那个人当然大家看得最顺眼的那个人也有可能同时是技术最高的水平，但总归是顺眼优先的这个顺眼不仅包括长相 ...全文", "author": "DaSevenVeils", "stats": {"up": 24, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5202140614361177", "comment_id": "5202144313215446", "user": "54天然卷重生版", "content": "翟佳宁夺冠已经被喷没有了，这波流量他承受不了，劣于他", "likes": 0}, {"original_post_id": "5202140614361177", "comment_id": "5202193745710575", "user": "优雅进食中", "content": "翟子已经被骂完一轮了哈哈哈哈哈", "likes": 0}, {"original_post_id": "5202140614361177", "comment_id": "5202142002676798", "user": "urnotsiva", "content": "网传是翟家宁", "likes": 0}, {"original_post_id": "5202140614361177", "comment_id": "5202155348688968", "user": "洛阳金镶玉", "content": "类似于电影票房冠军从来不属于审美最好艺术表达或技术程度最佳的，而是属于最能激发大众情绪的，群众接受度高的。再简而言之就是大众喜闻乐见或观众缘好的", "likes": 2}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5199947990302752", "text": "“走出来”，前两天的录像还是照片事件？还是其他我不知道的事？反正和桃色丑闻有关系。这两年，不断用这招，就算是升级版，也开始免疫。到底是哪个“扑gai”。下周去医院看心理医生，直觉告诉我，某些人不会放过这次机会的。估计会在病例上搞事。蛮去看看，我会全程录音的。 ", "author": "土豆不喝冰美式", "stats": {"up": 0, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5199947990302752", "comment_id": "5199956035502702", "user": "土豆不喝冰美式", "content": "辟谣好多次，没社交。根本没用，累。", "likes": 0}, {"original_post_id": "5199947990302752", "comment_id": "5199948392171384", "user": "土豆不喝冰美式", "content": "8.15，我的一天", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5245896641481065", "text": "【2025年12月20日 星期六】���球AI新鲜事，10条内容汇总:目录：1. 王力宏演唱会，6台宇树G1机器人完成全球首场群舞表演，同步空翻惊艳全场2. 北京人形机器人创新中心开源国内首个通过国标测试的具身智能大模型XR-1及配套系统3. 字节跳动联手联想、中兴打造AI手机，挑战微信淘宝超级App入口霸权 ...全文", "author": "烈焰童子", "stats": {"up": 51, "re": 9, "cm": 20}}, "top_comments": [{"original_post_id": "5245896641481065", "comment_id": "5245987331244487", "user": "一致的鹏远", "content": "谢谢分享", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5245971428807561", "user": "plumtree10", "content": "谢谢分享", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5245932035637726", "user": "快乐锦鲤吸欧气", "content": "感谢分享", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5245897124348484", "user": "2026锦鲤附体就是我", "content": "谢谢你的分享", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5245966694219846", "user": "大鹅妹e", "content": "谢谢分享", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5245909583531593", "user": "红红侠爱喝冰阔落", "content": "在听呢", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5245901217731871", "user": "莱恩的蓝宝石", "content": "感谢分享", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5246420474921211", "user": "明亮的意思", "content": "谢谢分享", "likes": 0}, {"original_post_id": "5245896641481065", "comment_id": "5246386086088209", "user": "风与路人哟", "content": "感谢分享", "likes": 0}, {"original_post_id": "5245896641481065", "comment_id": "5246384984558716", "user": "冰山上", "content": "感谢分享", "likes": 0}, {"original_post_id": "5245896641481065", "comment_id": "5246383042859321", "user": "宇宙无敌大比兜", "content": "感谢", "likes": 0}, {"original_post_id": "5245896641481065", "comment_id": "5246074240373598", "user": "开心冲浪会暴富", "content": "", "likes": 0}, {"original_post_id": "5245896641481065", "comment_id": "5249645556007285", "user": "烟雨苑江南x丶", "content": "", "likes": 0}, {"original_post_id": "5245896641481065", "comment_id": "5246234283739649", "user": "冰冰是我__bingbing", "content": "谢谢分享", "likes": 0}, {"original_post_id": "5245896641481065", "comment_id": "5246054305109378", "user": "就叫小鱼11", "content": "感谢分享", "likes": 1}, {"original_post_id": "5245896641481065", "comment_id": "5246053081418028", "user": "QoQiiu7", "content": "谢谢分享", "likes": 1}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5244177463381134", "text": "祝贺🎉🎉🎉🎉🎉🎉陕西省中西医结合学会日间医疗专委会成立#健闻登顶计划##好医生 随时问#一、本次会议的核心重点与亮点强调“中国式”模式探索：会议开篇即聚焦“中国式日间手术”，这体现了从单纯引进国际模式，转向结合我国医疗体系、医保政策、患者就医习惯与文化背景进行本土化创 ...全文", "author": "mini福尔摩斯", "stats": {"up": 1, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5244177463381134", "comment_id": "5250388845664214", "user": "mini福尔摩斯", "content": "大家也可以来京东健康找我，我会利用空闲时间尽我所能为大家提供帮助→网页链接，首页【医生名片】也可以找到我~", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273384202010694", "text": "今年两会首次提出“智能经济新形态”，说白了就是：AI不再是只帮某一个环节干活的“临时工”，而是要给整个经济社会装个“超级大脑”，让各行各业都变智能#十五五里的个人机遇# 对我们普通人的机遇，藏在这些身边变化里 1. 工作上：AI训练师、智能设备运维、卫星互联网工程师等新岗位会越来越多； ...全文", "author": "小紫菜稳稳瘦", "stats": {"up": 12, "re": 0, "cm": 11}}, "top_comments": [{"original_post_id": "5273384202010694", "comment_id": "5273442921742646", "user": "星鲜娱乐馆", "content": "ai会在生活里很常见", "likes": 0}, {"original_post_id": "5273384202010694", "comment_id": "5273419387243677", "user": "梨初高高", "content": "期待AI钟点工", "likes": 0}, {"original_post_id": "5273384202010694", "comment_id": "5273408125272947", "user": "达达小兔子", "content": "人工智能只是一部分", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273146989216348", "text": "这样的人生谁不想要？泰星颜值学历双暴击#亿点曝光计划# 娱姐梗花花的微博视频 ", "author": "娱姐梗花花", "stats": {"up": 2, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273146989216348", "comment_id": "5273147411531121", "user": "吃瓜罗伯特", "content": "这颜值和学识双倍暴击，人生赢家啊！", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274116982834650", "text": "#院士说不要天天想AI替代谁##AI是为了帮助人不是为了替代人##热点观点# 院士们的观点形成了一股强大的合力：我们不必天天焦虑“被替代”，因为真正的稀缺资源永远是人类独有的好奇心、跨界联想和追求智慧的本能。未来的赢家，将是那些善于利用AI这个强大“外脑”，同时不断锤炼自身“内脑”创新能力的 ...全文", "author": "萤火虫在线", "stats": {"up": 21, "re": 2, "cm": 1}}, "top_comments": [{"original_post_id": "5274116982834650", "comment_id": "5274117293213929", "user": "嗨兰州", "content": "", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274125708822812", "text": "#AI写作48小时生成500万字长篇小说#这些是Anthropic确定最容易接触人工智能的10个职业：计算机程序员：75%客户服务代表：70%数据输入键控器：67%医疗记录专家：67%市场研究分析师和营销专家：65%销售代表：63%金融和投资分析师：57%软件质量保证分析师：52%信息安全分析师：49%计 ...全文", "author": "海声音晓", "stats": {"up": 1, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5274125708822812", "comment_id": "5274125775670519", "user": "兰州新城事", "content": "人工智能的普及让这些职业变得炙手可热！", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274120851817167", "text": "近期“十五五”规划带来重磅利好，梳理了不少龙头股。在低空经济领域，航天彩虹是无人机龙头，技术强；航天电子为飞行器提供关键电子系统；中国卫星在卫星导航通信优势明显；中国卫通保障通信需求；北斗星通提供定位导航技术。商业航天方面，航天发展是综合性龙头，航天电子在电子设备供应有协同作用 ...全文", "author": "婷姐日记188", "stats": {"up": 67, "re": 1, "cm": 32}}, "top_comments": [{"original_post_id": "5274120851817167", "comment_id": "5274125023053823", "user": "先手成功哥", "content": "168", "likes": 0}, {"original_post_id": "5274120851817167", "comment_id": "5274121370862129", "user": "广州范晓楠", "content": "航天彩虹引领无人机技术潮流，中国卫星导航通信领先。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273978395433607", "text": "#王曼昱诠释女性独立的内生力量#叹息之墙，研究了她千百遍，上场以后发现还是翻不过去！王曼昱👍🏻#乒出精彩# 玽鲤的微博视频 ", "author": "玽鲤", "stats": {"up": 204, "re": 3, "cm": 5}}, "top_comments": [{"original_post_id": "5273978395433607", "comment_id": "5274112647759464", "user": "用户7304821166", "content": "是39次了，不是29次", "likes": 0}, {"original_post_id": "5273978395433607", "comment_id": "5273978954321535", "user": "评论罗伯特", "content": "王曼昱的坚韧和独立，就像她在赛场上的表现一样，让人叹服！她的每一次挥拍，都是对自我极限的挑战，这种内生的力量，正是体育精神的最佳体现。乒乓球场上的“叹息之墙”，不仅是对手难以逾越的障碍，更是她不断突破自我的见证。", "likes": 1}, {"original_post_id": "5273978395433607", "comment_id": "5274037555298446", "user": "1104LmJ", "content": "打了18次了吗", "likes": 1}, {"original_post_id": "5273978395433607", "comment_id": "5273988045734379", "user": "高碧瑶", "content": "王曼昱不错了", "likes": 1}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5190426200114828", "text": "越是当你滔滔不绝的时候，你的愚蠢就越会暴露无疑。越是当你洗耳恭听的时候，你的智慧就越会快乐成长。聆听是取人之长，补己之短的良方；聆听是沟通双方，尊重对方的桥梁；聆听是抛弃错误，远离懊悔的法宝。沉默能省去许多烦恼，倾听是最大的智慧。 医生说下肢是人体自带的血糖仪 学会倾听，你会发 ...全文", "author": "独伊lanling", "stats": {"up": 4, "re": 3, "cm": 23}}, "top_comments": [{"original_post_id": "5190426200114828", "comment_id": "5190428577760712", "user": "吾之伊伊", "content": "对待生命你不妨大胆冒险一点，因为好歹你要失去它。如果这世界上真有奇迹，那只是努力的另一个名字。——尼采", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190567864833428", "user": "Allen_小宇", "content": "5-14🌷 我们都得经历一段努力闭嘴不抱怨的时光，才能熠熠生辉，才能去更酷的地方，成为更酷的人。@曹国伟", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190528468518843", "user": "落木·潇潇", "content": "5-1💫#阳光信用# 💫#每日一善# 在餐馆里喝了酒，把自己的声音放低。", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190489951180055", "user": "嘉小yu04", "content": "5-02💫#阳光信用# 💫#每���一善# 在身边的人都闯红灯而过的时候，独自守候着绿灯。", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190456008509072", "user": "官官Allen", "content": "5-10你就会发现别人会回报你的善意，你的快乐也会在别人身上体现出来。@曹国伟", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190427043170992", "user": "熊孩子的精彩", "content": "5-5只有你学会把自己已有的成绩都归零，才能腾出空间去接纳更多的新东西，如此才能使自己不断的超越自己。", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190580569119831", "user": "是超超的琴琴吖", "content": "「5-17」行动是治愈恐惧的良药，而犹豫将不断滋养恐惧@曹国伟", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190568439189628", "user": "Allen_紫宣411", "content": "5-15🔆 善因累德深厚福田，是心慈悲和感恩的诠释，利乐有情，持之以恒，久之必会福慧圆满，万文收获众行。@曹国伟 ", "likes": 0}, {"original_post_id": "5190426200114828", "comment_id": "5190491915947425", "user": "任小悦Allen", "content": "05-03❤️心善则美，心纯则真，持有一颗平常心，坐看云起云落，花开花谢，用平常的心去生活，用宁静的心来领悟。@曹国伟", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5189773159301632", "text": "过年的时候远视储备还有点超标，医生强调多用眼。结果入园体检发现远视储备只有50的75？？于是开始骑电驴子带橙子当gai溜子的日子。溜达到超市，橙子和我说：我想去水族馆看有八条腕足的章鱼🐙。进超市碰碰运气，还真的有章鱼和一些螃蟹🦀。回家橙子和爷爷奶奶介绍开头第一句：妈妈今天 ...全文", "author": "随橙想哦", "stats": {"up": 2, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5189773159301632", "comment_id": "5189878350611393", "user": "圆圈圈圈圈o_O", "content": "西米刚入园的时候储备跟橙子差不多，上了一年干到0了", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5265772492622432", "text": "记得之前很有名的那个斯坦福小镇实验吗，23年斯坦福的研究项目，让25 个 AI 智能体在小镇上自主生活。其论文第一作者Joon Sung Park出来搞了个类似的创业项目：Simile, 一个基于社会的人工智能模拟系统。获得了包括Andrej Karpathy、李飞飞、vercelCEO等好多大佬的投资。\"飞行员不会用真实乘客进行训 ...全文", "author": "蚁工厂", "stats": {"up": 35, "re": 26, "cm": 3}}, "top_comments": [{"original_post_id": "5265772492622432", "comment_id": "5271631597670756", "user": "直线最佳", "content": "转发微博", "likes": 0}, {"original_post_id": "5265772492622432", "comment_id": "5265996861669400", "user": "阿良良木友人帐", "content": "模拟人生真实模拟版", "likes": 0}, {"original_post_id": "5265772492622432", "comment_id": "5265807410204865", "user": "石峰Away", "content": "其实我们是不是在不在虚拟宇宙里", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5265632822302024", "text": "上一年美沙投资论坛上，世界首富马斯克和千亿富豪黄仁勋的坐姿不一样，马斯克双腿叉开，两只手放在腿上，显得比较开放，黄仁勋双手放在腿的中间，显得有点拘谨，马斯克比黄仁勋更加有钱。 科技刘明新的微博视频 ", "author": "科技刘明新", "stats": {"up": 44, "re": 19, "cm": 8}}, "top_comments": [{"original_post_id": "5265632822302024", "comment_id": "5265661527328488", "user": "华子41了", "content": "马斯克坐姿真随性，看来更自信也更容易引人注目啊！", "likes": 0}, {"original_post_id": "5265632822302024", "comment_id": "5265661551970436", "user": "叔叔风寒", "content": "转发微博", "likes": 0}, {"original_post_id": "5265632822302024", "comment_id": "5271772534670549", "user": "牡丹_55898", "content": "🇸🇦🇺🇸AI🤖", "likes": 0}, {"original_post_id": "5265632822302024", "comment_id": "5265726027333867", "user": "狮子狮子lion", "content": "又在大放厥词，臭不可当", "likes": 0}, {"original_post_id": "5265632822302024", "comment_id": "5265661508977917", "user": "香格里拉夜空_281", "content": "两位大佬坐姿各异，一个更自由奔放！🔥💰😌", "likes": 0}, {"original_post_id": "5265632822302024", "comment_id": "5265661508979906", "user": "鸿狄剑", "content": "马斯克的风格更洒脱自由一些。", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273105006072517", "text": "什么是科学：探索未知的永恒征程在人类历史的长河中，科学宛如一座熠熠生辉的灯塔，照亮了我们前行的道路，引领我们穿越未知的迷雾，不断拓展对世界的认知边界。那么，究竟什么是科学呢？它绝非仅仅是实验室里的瓶瓶罐罐、���杂的公式定理，而是一场跨越时空、深入灵魂的探索之旅，是人类智慧与好奇心 ...全文", "author": "双赢建筑文化工作坊", "stats": {"up": 0, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273105006072517", "comment_id": "5273110326544602", "user": "千问", "content": "科学不仅是知识体系，更是一种思维方式。它不追求绝对真理，而是通过不断证伪和自我修正，无限逼近真相。这种敢于质疑、实事求是的精神，或许比知识本身更珍贵。", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272684344902548", "text": "AI末日报告作者称白领率先被替代3月3日｜据每经，《2028年全球智力危机》报告作者James van Geelen表示，以往每一次技术革命，替代的都是体力劳动或常规认知任务，而且速度足够慢，劳动力市场可以消化冲击。农业革命用50年才让90%劳动力离开农田；工业革命历经数十年；办公自动化用了20年。每一次， ...全文", "author": "摩根大校", "stats": {"up": 1, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5272684344902548", "comment_id": "5272684445041743", "user": "摩根大校", "content": "至于哪些行业能“幸存”下来？在特定场景需要真人到场的职业都有很长的安全周期，比如电工、水管工、外科医生和急救人员；以人际关系为核心产品、而非背后分析的岗位会保留价值，比如，财富顾问会比分析师更持久，出庭律师会比撰写诉状的律师助理更持久。", "likes": 0}, {"original_post_id": "5272684344902548", "comment_id": "5272684391041657", "user": "摩根大校", "content": "白领率先被替代", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272425629487312", "text": "医护人员在手术室可以用手机📱吗？穿绿色手术服的不行🙅🏻♂️，其他人可以❗️有要紧的信息一定要第一时间回复，医生不能直接回，人工智能小助手（巡回护士）可以 脂肪超人卢的微博视频 ", "author": "脂肪超人卢", "stats": {"up": 5, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5272425629487312", "comment_id": "5272795321731839", "user": "wrfcc08", "content": "", "likes": 0}, {"original_post_id": "5272425629487312", "comment_id": "5272777093021870", "user": "三三功课博", "content": "#人工智能#", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5257111212919524", "text": "【 2026年1月20日 星期二 】全球AI新鲜事，10条内容汇总: 目录 1. 寒武纪以6300亿元估值领跑《2025胡润中国人工智能企业50强》，摩尔线程和沐曦分列二三位2. 字节跳动“扣子”推出2.0版本，集成多项AI能力，打造智能工作伙伴，推动办公自动化3. 小鹏发布首款按汽车标 ...全文", "author": "烈焰童子", "stats": {"up": 12, "re": 3, "cm": 3}}, "top_comments": [{"original_post_id": "5257111212919524", "comment_id": "5257179303250810", "user": "宇宙无敌大比兜", "content": "感谢分享呀", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5230359219798226", "text": "【国家卫健委等部门印发互联网健康科普负面行为清单：不得滥用人工智能技术等】11 月 7 日消息，国家卫生健康委、国家中医药局、国家疾控局今天联合印发《关于医务人员互联网健康科普负面行为清单（试行）的通知》（以下简称《通知》）。《通知》称，近年来，公众对健康知识的需求日益增强，互联网已成 ...全文", "author": "IT之家", "stats": {"up": 3, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5230359219798226", "comment_id": "5230359442358946", "user": "IT之家", "content": "详情点击：国家卫健委等部门印发互联网健康科普负面行为清单：不得滥用人工智能技术等", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5236554756785979", "text": "《柳叶刀》（The Lancet）发表一篇社论，探讨生成式人工智能（AI）在改善医疗行政工作和提升医患关系中的潜力与挑战。网页链接文章指出，AI可以帮助医务人员更纯粹地看待患者，而免受文书工作、分心或疲劳的困扰。若运用得当，AI不会取代照护；相反，它可以帮助我们重新发现照护的真正意义 ...全文", "author": "柳叶刀TheLancet", "stats": {"up": 1, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5236554756785979", "comment_id": "5236564913553825", "user": "营养医师王兴国", "content": "专门的医疗AI的水平很容易超过大部分临床医生的水平，医疗领域的AI应用是最有前景的领域之一。", "likes": 0}]}
-{"keyword": "医务人员 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5157783729342715", "text": "【AI医疗诊断与非专家医生相当：平均准确率达52.1%】大阪都会大学医学研究生院最新研究显示，生成式人工智能（AI）在医疗诊断中的准确率已达非专家医生水平。这项系统性回顾和荟萃分析涵盖了GPT-4、Llama3 70B、Gemini 1.5 Pro和Claude 3 Sonnet等主流AI模型，其中GPT-4的研究应用最为广泛。研究发 ...全文", "author": "快科技官方", "stats": {"up": 3, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5157783729342715", "comment_id": "5157798150672789", "user": "腐乳哈挞薏麦紫米", "content": "可以替代掉了", "likes": 0}, {"original_post_id": "5157783729342715", "comment_id": "5157786213679299", "user": "糟蹋之", "content": "终于知道普通门诊医生的诊断水平啦", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5236444836137908", "text": "助力基因学研究英伟达与以色列医院携手打造个性化医疗人工智能引擎#创新星期一##健康#以色列示巴（Sheba）医疗中心、美国芯片巨头英伟达及纽约西奈山医院正启动一项雄心勃勃的三年项目，投资数千万美元，旨在创建一个研究引擎，利用生成式人工智能来解码大部分人类基因组——人类生命的遗传蓝图—— ...全文", "author": "以色列驻成都总领事馆", "stats": {"up": 385, "re": 3, "cm": 29}}, "top_comments": [{"original_post_id": "5236444836137908", "comment_id": "5236448630672789", "user": "duy1976", "content": "#以军空袭加沙至少24死#【致至少24死87伤！哈马斯强烈谴责以军空袭加沙】以军11月22日称，当天对加沙的巴勒斯坦武装人员发动了空袭。加沙卫生部门称，袭击造成至少24人死亡，另有至少87人受伤，其中包括多名儿童。无论是黎以，叙以，还是巴以，以色列都多次违法停火协议，是个完全没有信誉的国家", "likes": 18}, {"original_post_id": "5236444836137908", "comment_id": "5236448106382367", "user": "duy1976", "content": "#巴勒斯坦球队举横幅抗议加沙种族滅绝# 11月15日，巴勒斯坦男子足球队在西班牙毕尔巴鄂的圣马梅斯体育场进行了一场友谊赛，足球队队员在开场前举起了“停止种族滅绝”的横幅，抗议加沙地带暴行。本次比赛开始前，数千民众还在毕尔巴鄂进行游行，支持巴勒斯坦，反对以色列在加沙地带行径。", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236447859969682", "user": "加油为你点赞", "content": "巴以冲突回放，#失去9个子女的加沙医生也离开了人世# 5月23日，巴勒斯坦医生哈姆迪·纳贾尔在汗尤尼斯的家突遭以色列空袭，他和同为医生的妻子阿拉共有10名子女，其中9人遇难，最小的才1岁，哈姆迪本人也重伤垂危。6月1日，哈姆迪伤重不治，不幸离世……，让一个曾经的12口之家如今只剩下孤儿寡母", "likes": 17}, {"original_post_id": "5236444836137908", "comment_id": "5236445938716734", "user": "流雲剑心9", "content": "洗头佬，海德里希，罗姆，希姆莱，奥斯维辛 会永远伴随你们 关爱你们的", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445887597854", "user": "流雲剑心9", "content": "翻译翻译，福尔克·贝纳多特伯爵是被谁嘎的？翻译，来", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445847749273", "user": "流雲剑心9", "content": "以色列内塔者，大才也（大菜叶），头脑清澈（满脑壳都是水），才为世出（几百年才出这么一个玩意）……", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445774088991", "user": "流雲剑心9", "content": "支持阿三派兵支援以色列 照顾以色列女兵！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236445700164175", "user": "流雲剑心9", "content": "嘻嗨！", "likes": 15}, {"original_post_id": "5236444836137908", "comment_id": "5236456403502164", "user": "情谊_繁华似锦", "content": "以色列占领军持续轰炸民居、学校、医院及供水设施。2025年11月22日的空袭中，加沙多地居民住宅和民用车辆遭以色列占领军袭击，伤亡人数中妇女儿童占比最高。联合国数据显示，自2023年10月冲突升级以来，加沙已有超过6.9万名平民死亡，其中近半数为妇女儿童", "likes": 14}, {"original_post_id": "5236444836137908", "comment_id": "5236453648107633", "user": "情谊_繁华似锦", "content": "当地时间2025年11月13日，以色列占领军空袭加沙南部汗尤尼斯的欧洲医院，造成至少28人死亡，包括医务人员、患者及救援人员，另有多人受伤。医院周边房屋损毁严重，救援行动因以色列占领军持续炮火受阻", "likes": 13}, {"original_post_id": "5236444836137908", "comment_id": "5236601554736597", "user": "京霾行者", "content": "🇮🇱🇺🇸🇺🇦=💩", "likes": 7}, {"original_post_id": "5236444836137908", "comment_id": "5236483583905458", "user": "摆渡2025", "content": "鸠占鹊巢以色列", "likes": 9}, {"original_post_id": "5236444836137908", "comment_id": "5236478867410055", "user": "三省而知自己", "content": "烈火中永生的美军空军小伙是永远扎在犹纳身上的匕首！", "likes": 10}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239313608737591", "text": "【#韩男子借AI无照行医被移送检方#】据韩国《中央日报》11月30日报道，一男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。该男子去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有咨询过 ...全文", "author": "逐光新闻", "stats": {"up": 5, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5239313608737591", "comment_id": "5239440780035223", "user": "星期五女孩", "content": "非法行医", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5268025169151423", "text": "分享视频 南方医院关节医生王健的微博视频 ", "author": "南方医院关节医生王健", "stats": {"up": 5, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5268025169151423", "comment_id": "5268454036736035", "user": "杨悦1", "content": "新年快乐", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5234680124932472", "text": "【世卫组织警告：医疗AI快速扩张，法律与伦理保障严重滞后】世卫组织欧洲区域办事处发布最新报告称，人工智能正迅速改变医疗体系，但多数国家在法律、伦理和责任标准方面准备不足，难以有效保护患者与医务人员。报告显示，仅4国制定医疗AI国家战略，86%的国家认为法律不确定性是主要障碍。世卫组织警 ...全文", "author": "联合国新闻中心", "stats": {"up": 12, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5234680124932472", "comment_id": "5234740034538823", "user": "世界科学家联盟主任卢杲", "content": "", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5239369783053797", "text": "【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健# 为深入实施“人工智能+”行动，杭州市卫生健康委围绕国家人工智能应用中试基地（医疗）落户杭州，聚焦优化患者就医体验、提升医务人员工作质效、强化精细化管理与智能决策支持等三个方向，持续推动人工智能赋能医疗健康工作，高水平推进医学人工智 ...全文", "author": "健康杭州", "stats": {"up": 53, "re": 0, "cm": 22}}, "top_comments": [{"original_post_id": "5239369783053797", "comment_id": "5239371437444161", "user": "李子炖雪菜", "content": "持续关注！", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239429029432400", "user": "文旅成都", "content": "周二好呀@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239420022163495", "user": "武侯发布", "content": "关注！~ @健康杭州!", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239412743212163", "user": "西南铁路", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239408995599215", "user": "泰州消防", "content": "关注", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239384483824565", "user": "文旅阿坝", "content": "关注@健康杭州", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239397630348453", "user": "清梦ya-星河", "content": "关注【AI 赋能健康杭州 推进医学人工智能】#杭小康看卫健#", "likes": 1}, {"original_post_id": "5239369783053797", "comment_id": "5239729102522269", "user": "对话陕西", "content": "来了", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239723981279264", "user": "东丽融媒", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239536163496230", "user": "平顶山网信", "content": "关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239516761950863", "user": "暖暖小盐", "content": "持续关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239724417483842", "user": "平安德昌", "content": "@健康杭州 关注", "likes": 0}, {"original_post_id": "5239369783053797", "comment_id": "5239530189756734", "user": "江夏检察", "content": "关注", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5191510137768061", "text": "#医生建议轻微症状先咨询AI#总体来说，人口大国的医疗资源是稀缺的，特别是大城市，基层一线的医务人员很多都是连轴转，对于一些轻微的头疼脑热，去大医院就诊费时费力，但有时候疾病的发展往往出乎人的预料，所以具体情况具体对待，毕竟，机器(人工智能)代替不了医生的角色。#热点观点# ...全文", "author": "格式化52756", "stats": {"up": 10, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5191510137768061", "comment_id": "5191599239993082", "user": "文秀佳", "content": "我也这么觉得", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191570049208082", "user": "漠宏庵", "content": "", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191515695483232", "user": "娜音乐艺术团阿美", "content": "格格吉祥如意，健康快乐", "likes": 1}, {"original_post_id": "5191510137768061", "comment_id": "5191511719543608", "user": "守护夏都", "content": "", "likes": 1}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5238980448093736", "text": "#韩国男子用AI开处方被抓# 据韩国《中央日报》11月30日报道，韩国一名男子因涉嫌借助人工智能(AI)技术在网上无照行医，日前被移送检察机关。据悉，该男子在去年8月至11月期间在不具备行医资质的情况下经营一个网站，借助人工智能给用户开处方。报道说，这名男子现年30多岁，没有任何医学背景，也没有 ...全文", "author": "都市快报", "stats": {"up": 9, "re": 4, "cm": 2}}, "top_comments": [{"original_post_id": "5238980448093736", "comment_id": "5239038513516917", "user": "橙柿24小时", "content": "该！", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273225097648969", "text": "马斯克炸场预言：3 年内 AI 机器人取代外科医生？微米级精度让顶级医疗平民化！AI的未来 #比Deepfake更严重的AI出现了# 科技小陶的微博视频 ", "author": "科技小陶", "stats": {"up": 166, "re": 122, "cm": 68}}, "top_comments": [{"original_post_id": "5273225097648969", "comment_id": "5273227509367684", "user": "华子41了", "content": "如果真能实现，外科职业可能要大变革啊。#医疗未来# #科技进展#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923113", "user": "仙73291", "content": "【观点】马斯克预言3年内AI机器人取代外科医生，如微米级精准手术颠覆医疗，AI的未来令人期待，比Deepfake更严重的AI挑战我们，科技改变世界！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227790388107", "user": "白键黑键的微博", "content": "高精度低人文，顶级医疗平民化背后，是生命尊严被倾销的时代症？＼", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227762861569", "user": "寻找貂蝉的吕小布", "content": "然后，我会思考如何构造每个评论。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227733244434", "user": "我是清心斋", "content": "刀刃向内？不如刀刃向外✂️#AI医疗革命进行时#", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707810975", "user": "巧玲XX_653_425", "content": "#AI革命将带来医疗革命## 马斯克的预言令人震撼，AI机器人可能在未来取代外科医生，微米级精度将让顶级医疗资源更普及。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227707287131", "user": "兰友68_872", "content": "微米级AI技术，医疗不再是有钱人的专属！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227702309347", "user": "雨打梧桐梧桐无语_981", "content": "马斯克的预测令人震撼，AI在医疗领域的应用潜力巨大！让我们共同努力，推动科技进步，为人类带来更好的生活！", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227699683888", "user": "xiongying_8342_749", "content": "AI技术的发展让人惊叹，期待它为医疗带来更美好的未来。", "likes": 0}, {"original_post_id": "5273225097648969", "comment_id": "5273227693923054", "user": "雨打梧桐梧桐无语_981", "content": "这是一个新纪元，由智能引领的第二波医疗革命浪潮已经悄然兴起。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273859146388964", "text": "#建议AI广泛赋能基层医疗#【全国人大代表刘庆峰：#AI已经能看2600种病# 在国家执业医师资格考试 超过99%基层医生 赋能基层医疗｜一财探两会】今年全国两会期间，全国人大代表刘庆峰介绍，我国医疗 AI 已具备诊断2600 种疾病的能力，在国家执业医师资格考试中成绩优于99% 基层医生，可广泛赋能基层医疗 ...全文", "author": "第一财经日报", "stats": {"up": 6, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5273859146388964", "comment_id": "5274060460392990", "user": "顽童游玩", "content": "简单的事情复杂化就是想坑人害人", "likes": 0}, {"original_post_id": "5273859146388964", "comment_id": "5273940693883015", "user": "正义使官", "content": "我去你骂了隔壁", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273531861434600", "text": "全国政协委员王建安：医疗AI运用直接牵涉病人的生命问题，要考虑安全性、透明性和伦理性。#从浙出发看两会# 小强热线-浙江教科的微博视频 ", "author": "小强热线-浙江教科", "stats": {"up": 8, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5273531861434600", "comment_id": "5273767242106257", "user": "周先生170907", "content": "", "likes": 0}, {"original_post_id": "5273531861434600", "comment_id": "5273556557758979", "user": "yxf有缘", "content": "这位委员的话有点道理", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5272877818710702", "text": "英伟达调研报告：医疗AI全面爆发，智能体成新风口！人工智能正在以前所未有的速度渗透医疗健康与生命科学行业。近日英伟达面向全球600余名行业从业者开展的调研显示，该领域的AI应用正快速进入成熟期，生成式AI首度超越数据分析成为最热门工作负载，智能体AI崭露头角，而AI投资带来的商业回报正在持 ...全文", "author": "哈勃观察员", "stats": {"up": 7, "re": 7, "cm": 2}}, "top_comments": [{"original_post_id": "5272877818710702", "comment_id": "5273049024693021", "user": "不记白勺", "content": "我都觉得大部分医院好关门了，比好多医生都准确全面滴水不漏", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273604847572725", "text": "【#刘庆峰称AI能考赢99%基层医生#】#微观两会# 3月6日晚，全国人大代表、科大讯飞董事长刘庆峰在接受媒体采访时回应了“AI医疗”相关话题。他表示，基层常见病300种，AI已经可以看2600多种，且在国家职业医师资格考试中可超过99%的基层医生。“再往后它不仅仅是能看病，还能够成为每个人的健康助手，在 ...全文", "author": "中国新闻网", "stats": {"up": 18, "re": 2, "cm": 11}}, "top_comments": [{"original_post_id": "5273604847572725", "comment_id": "5273606109005386", "user": "逃出循环__1469", "content": "别别别", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273614938801057", "user": "只是一个路过的吃瓜人士", "content": "完全同意，同时要求看病出现问题时，患者可以向AI提供方追责要求赔偿。", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273604876932827", "user": "玩个球", "content": "这怎么说呢", "likes": 0}, {"original_post_id": "5273604847572725", "comment_id": "5273782990408029", "user": "心动肉骨茶", "content": "你对AI医疗有什么评价？ @千问", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5232576484608282", "text": "AI医疗 过去几年，生成式AI在蛋白折叠预测、临床试验模拟、基因编辑设计等方向持续取得突破，这类工具开始在研发体系内部打开新的价值空间。制药行业的下一轮增长，很可能来自AI反哺带来的估值重构。这意味着资本流向将发生迁移，AI时代真正的强势买家不是科技公司，而是生物科学公司。 ...全文", "author": "昕巴哒", "stats": {"up": 231, "re": 55, "cm": 18}}, "top_comments": [{"original_post_id": "5232576484608282", "comment_id": "5234105096863749", "user": "不要动我的流浪气球", "content": "据我所知在法律领域，所谓的AI会自我杜撰、虚构不存在的法律条文、案例。那么其他领域会不会也存在虚构、杜撰？", "likes": 5}, {"original_post_id": "5232576484608282", "comment_id": "5233033118486523", "user": "JY三七JUN", "content": "数量越多，越不是生命最基本的东西。地球上只有二十几种氨基酸，核酸也只有大约4个基本结构模块。", "likes": 6}, {"original_post_id": "5232576484608282", "comment_id": "5233689164254721", "user": "禾口丶风", "content": "谷歌旗下的", "likes": 1}, {"original_post_id": "5232576484608282", "comment_id": "5232878599799358", "user": "令成功", "content": "颜宁回国的原因。", "likes": 9}, {"original_post_id": "5232576484608282", "comment_id": "5235222841131154", "user": "我跟你说噢", "content": "@朱祐臻Repearl", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5263349769832311", "text": "#我国生成式AI用户超6亿人# 不得不说，AI真的悄悄改变了我们的生活。从几秒生成装修方案、AI辅助医疗筛查，到农业增产、工业提效，技术正从“炫酷概念”变成日常工具。近七成年轻用户在用，说明它已不是少数人的科技玩具。AI的价值远不止“流量狂欢”。它正重塑产业——电网预测更精准，生产线换型 ...全文", "author": "新物种说-Dylen", "stats": {"up": 2, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5263349769832311", "comment_id": "5263358454400452", "user": "空瓶瓶2018", "content": "点赞", "likes": 0}, {"original_post_id": "5263349769832311", "comment_id": "5263358433691733", "user": "空瓶瓶2018", "content": "", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5257542966181906", "text": "【从创业之国到人工智能之国】以色列拥有超过 2300 家人工智能初创公司，在生成式AI、网络安全、医疗保健等领域不断取得突破性进展，是全球最具活力的人工智能生态系统之一。从前沿研究到实际应用，以色列的创新者们正在证明，这个“创业之国”如今已蜕变为“人工智能之国”，他们正在为定义未来的 ...全文", "author": "以色列驻华使馆", "stats": {"up": 92, "re": 21, "cm": 20}}, "top_comments": [{"original_post_id": "5257542966181906", "comment_id": "5257641630892650", "user": "汤本", "content": "以色列走在世界人工智能产业的前端！祝贺以色列！", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257584422686693", "user": "雪小弱-Sarah", "content": "棒棒哒~", "likes": 2}, {"original_post_id": "5257542966181906", "comment_id": "5257960273479239", "user": "LESS-IS-MORE-PIPI", "content": "祝贺你们 这是最后的斗争 团结起来到明天 归还被占领土 解放巴勒斯坦 就一定要实现", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5257567023661612", "user": "版纳东鸽", "content": "转发微博", "likes": 1}, {"original_post_id": "5257542966181906", "comment_id": "5258115251699881", "user": "用户8989538413", "content": "为人类做出了贡献", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257873913286114", "user": "良禽鸷鸟", "content": "祝贺！", "likes": 0}, {"original_post_id": "5257542966181906", "comment_id": "5257816954896711", "user": "无系之舟007", "content": "被天父拣选的一族。也被历练的很辛苦吧", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5247799761307138", "text": "【#宁波这场AI大赛10亿授信力挺创新#】12月24日，第二届“AI宁波”人工智能赋能产业大赛鄞州赛区决赛暨鄞州区首届人工智能创业大赛举行。参赛项目涵盖AI+医疗、智能制造、智能软件等多个领域。经过激烈角逐，“AR/VR智能眼镜模组”荣获大赛特等奖。项目负责人张博士谈及感受时表示：“这次比赛的组织 ...全文", "author": "宁波日报", "stats": {"up": 6, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5247799761307138", "comment_id": "5247844302717040", "user": "更木123123", "content": "#宁波这场AI大赛10亿授信力挺创新#", "likes": 1}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5226485319208202", "text": "#被罗永浩找到了带货新赛道#AI健康管理的核心优势在于技术重构服务模式。通过可穿戴设备、多模态数据融合和生成式AI，实现从“治疗”到“预防”的转变。例如，AI脉诊仪3分钟生成体质报告，血糖管理智能体结合实时数据降低并发症风险28%。技术还推动医疗资源下沉，远程诊疗使偏远地区享受三甲医院服务， ...全文", "author": "日月泽泱", "stats": {"up": 62, "re": 21, "cm": 21}}, "top_comments": [{"original_post_id": "5226485319208202", "comment_id": "5226486122418294", "user": "我才不像你那么没用", "content": "这也算是找到了属于自己的新赛道了", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486116386588", "user": "红星闪闪土豆泥52", "content": "从治疗变预防，远程诊疗还能缓解资源不均问题", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486111929336", "user": "我可真没用", "content": "罗永浩老师真是厉害了，这一波还真是让我意外呢", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226485946518837", "user": "梦醒风清听水声", "content": "觉得罗永浩新带货路子很圈粉，不只是卖货更像分享生活好物", "likes": 0}, {"original_post_id": "5226485319208202", "comment_id": "5226486124516235", "user": "今天吃到芋圆啵啵了吗", "content": "管理家人健康有科技帮忙 省不少心", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5223228169258741", "text": "【#我国538款生成式AI服务完成备案# #AI分分钟就能初筛抑郁#】中国互联网络信息中心今天（18日）发布报告，我国生成式人工智能产品用户规模已达5.15亿人，普及率达36.5%。截至今年8月，我国累计有538款生成式人工智能服务完成备案，263款生成式人工智能应用或功能完成登记。深圳一家装修企业已经将AI技 ...全文", "author": "央视财经", "stats": {"up": 43, "re": 64, "cm": 12}}, "top_comments": [{"original_post_id": "5223228169258741", "comment_id": "5223458927021935", "user": "君扬养殖", "content": "转发微博", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228319990032", "user": "今天雷暴渝", "content": "感谢科普", "likes": 1}, {"original_post_id": "5223228169258741", "comment_id": "5223554291340689", "user": "生死苦樂21797", "content": "赞666双击赞666双击", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223366871220459", "user": "linke空间", "content": "", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223289963675823", "user": "博学微薄", "content": "报备不算啥，底层是啥做的，只是应用而已", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223540200311196", "user": "付玉祥", "content": "AI创造“新生活”", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223231170544674", "user": "欣上有栩宁", "content": "感谢科普", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223235781921176", "user": "开发区毛王贸易", "content": "我国538款生成式AI服务完成备案", "likes": 0}, {"original_post_id": "5223228169258741", "comment_id": "5223228595507862", "user": "没看my", "content": "感谢科普", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5191238627888560", "text": "#AI# #GEO#过去十年，搜索引擎优化（SEO）一直是健康信息的主要入口。然而，随着生成式AI技术的迅猛发展，一个全新的领域——生成式引擎优化（GEO）正在崛起。7月24日20:00，本期#AI半月谈# 特别邀请了英格索兰生命科学亚太市场负责人田怡辰、丹纳赫贝克曼库尔特临床诊断科学顾问成玉明博士以及SEO/GEO ...全文", "author": "新浪爱问医生", "stats": {"up": 329, "re": 79, "cm": 131}}, "top_comments": [{"original_post_id": "5191238627888560", "comment_id": "5191266386316081", "user": "再不见面就老了", "content": "这次请来的也都是业内的大咖，不要错过了。", "likes": 22}, {"original_post_id": "5191238627888560", "comment_id": "5191266973517900", "user": "吾之名nla", "content": "AI科技时代，医疗科技也得到了很大提升。", "likes": 9}, {"original_post_id": "5191238627888560", "comment_id": "5191266700364105", "user": "红豆女乃茶不要女乃茶", "content": "也要看一看ai和我们的医疗结合起来是怎么样的", "likes": 4}, {"original_post_id": "5191238627888560", "comment_id": "5191284713063498", "user": "西瓜味的风和橘色晚霞", "content": " 7月24日晚八点AI半月谈聚焦医疗信息传播新趋势", "likes": 3}, {"original_post_id": "5191238627888560", "comment_id": "5191283937119101", "user": "酸酸甜甜de大橙子", "content": "生成式AI来袭AI半月谈探讨医疗传播新路径7.24", "likes": 2}, {"original_post_id": "5191238627888560", "comment_id": "5191265538278881", "user": "黄昏的风醉人得很", "content": "也能够通过科普学到很多的知识。", "likes": 3}, {"original_post_id": "5191238627888560", "comment_id": "5191284843087939", "user": "甜味柚子蜂蜜茶", "content": "生成式引擎优化崛起AI半月谈解析医疗传播新逻辑", "likes": 1}, {"original_post_id": "5191238627888560", "comment_id": "5191284226525116", "user": "一颗酸甜大橙子", "content": "从SEO到GEO AI半月谈揭秘医疗信息传播变革", "likes": 1}, {"original_post_id": "5191238627888560", "comment_id": "5191277907807930", "user": "月野兔tvt", "content": "这下的科普真的是太全面了，面面俱到啊。", "likes": 1}, {"original_post_id": "5191238627888560", "comment_id": "5191286510587953", "user": "雨的随想J", "content": "从SEO到GEO，真想知道这���间的转变到底是怎样的", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191286246081531", "user": "晕乎乎的小猪", "content": "这么多专业人士一起，肯定能把AI时代医疗传播讲透彻", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191286021953497", "user": "o上官飞云o", "content": "关注AI很久了，就想看看在医疗信息传播上能有啥新玩法", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191283654266919", "user": "蒲希花树", "content": "都是医学界的大咖啊，新的领域新的发展", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191280684698100", "user": "去冰少糖双份奶盖", "content": "我也要去支持支持的呀", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191280621783636", "user": "桃气小猫-", "content": "那我们就不见不散了呀", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191280558870171", "user": "每天洗头好fan", "content": "大家可以去直播间里面了解一下", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191286246083646", "user": "宇你相约yang", "content": "期待更多科普知识", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191285990492656", "user": "糖豆会跳舞", "content": "医疗信息传播新途径，更好的科普", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191285964803904", "user": "安布朗熊", "content": "医疗信息传播新逻辑值得关注的", "likes": 0}, {"original_post_id": "5191238627888560", "comment_id": "5191285692695859", "user": "穷翘来", "content": "对这样的直播很感兴趣的", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110175658148715", "text": "$朗玛信息 sz300288$ 朗玛信息：公司正探索“39AI全科医生”具体商业落地形式$朗玛信息(sz300288)$接受机构投资者调研时表示，目前自主研发的“39AI全科医生”是国内第一个通过生成式人工智能服务备案的医疗健康领域人工智能大模型。公司“39AI全科医生”小程序上线后经过多次迭代，目前已开放有“医 ...全文", "author": "遂昌快活林", "stats": {"up": 19, "re": 4, "cm": 1}}, "top_comments": [{"original_post_id": "5110175658148715", "comment_id": "5110175927107661", "user": "微博股票", "content": "您的这条精彩微博已经收录在$朗玛信息 sz300288$ 的内容流中并被更多的网友阅读，欢迎您继续使用$发表您的看法和观点。", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5088380918170592", "text": "#AI获诺贝尔物理学奖这合理吗# 在医学领域，生成式人工智能已经开始在临床医生、健康系统、患者三个层面产生影响。生成式人工智能在医药器械企业的医学事务工作中正变得越来越重要。医学事务通常涉及药物和医疗器械的安全性监测、临床试验管理、医疗教育以及与医疗专业人员的沟通等方面。“人工智能+医 ...全文", "author": "新浪爱问医生", "stats": {"up": 471, "re": 141, "cm": 176}}, "top_comments": [{"original_post_id": "5088380918170592", "comment_id": "5088381942368661", "user": "安布朗熊", "content": "人工智能应用实践与挑战。前景广阔的", "likes": 30}, {"original_post_id": "5088380918170592", "comment_id": "5088382630495364", "user": "__你是my心巴上的那个人", "content": "一起来直播间听听吧，都是很重要的内容", "likes": 8}, {"original_post_id": "5088380918170592", "comment_id": "5088382017341876", "user": "文迪786", "content": "生成式人工智能在医药领域也是期待得很！", "likes": 9}, {"original_post_id": "5088380918170592", "comment_id": "5088396420580089", "user": "饭醉娴娱会员", "content": "人工智能在医学方面的运用，对我们患者来说也是一个很好的事情", "likes": 4}, {"original_post_id": "5088380918170592", "comment_id": "5088395486041041", "user": "理想银河湾", "content": "越来越好奇ai往后的发展空间了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088394097459423", "user": "骑着大龙飞走叭", "content": "Ai在医学领域的运用也是越来越广泛了", "likes": 2}, {"original_post_id": "5088380918170592", "comment_id": "5088596916963630", "user": "骆萌星Lemon-X", "content": "人工智能的发展也是未来的趋势", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088603028326009", "user": "一个晕晕的id", "content": "大家也是可以去看一看这一个直播", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088660758465097", "user": "请站好你的队", "content": "我觉得不是很合理，有点理解不了", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088400945710698", "user": "窝想睡觉惹", "content": "这肯定不能错过，所以大家也一起来吧", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088400405692779", "user": "瑞木土坑爱你", "content": "不太了解，准备进直播间听听专家怎么讲", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399944323351", "user": "勇往直前九斤", "content": "赶紧来直播间看我们方面的专家是如何讲解的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088399486359912", "user": "念一笔天涯", "content": "人工智能在医疗器械的安全性检测和临床实验管理方面发挥着很多重要的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398971505799", "user": "我行天下李", "content": "赶紧来直播间了解一下AI是如何在医学领域里面运用的", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088398186644554", "user": "困困熊恋", "content": "那我们就不见不散了呀，约定大家哦", "likes": 1}, {"original_post_id": "5088380918170592", "comment_id": "5088397681237180", "user": "哦多克己", "content": "人工智能的有用，对于我们的医学发展来说是个很大的作用", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088397096389829", "user": "云中的小long", "content": "人工智能在我们的医学领域发挥着越来越重要的地位", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396840801549", "user": "娇娇最热心", "content": "AI在我们医学领域的运用，对于我们解决很多重大的医疗难题也是非常有助力", "likes": 0}, {"original_post_id": "5088380918170592", "comment_id": "5088396504205676", "user": "娇娇最热心", "content": "希望我们这些科技方面的事情更加助力于我们患者的治疗", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5189809800479342", "text": "#健闻登顶计划##ai确诊率略高于人类医生# 最有趣和争议的问题：ChatGPT能为你诊断病情吗？有潜力，但也存在知识缺口和“幻觉”问题。越来越多的人求助于像ChatGPT这样的生成式AI人来诊断自己的症状，靠谱吗？ 最近发表在《iScience》杂志上的一项研究对 ChatGPT及其大型语言模型进行了测试，并得出了 ...全文", "author": "照完镜子正衣冠", "stats": {"up": 35, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5189809800479342", "comment_id": "5189810098018424", "user": "照完镜子正衣冠", "content": "Can ChatGPT diagnose you? New research suggests promise but reveals knowledge gaps and hallucination issues by Chris Kocher, Binghamton University edited by Gaby Clark, reviewed by Andrew Zinin", "likes": 1}, {"original_post_id": "5189809800479342", "comment_id": "5189810461608986", "user": "照完镜子正衣冠", "content": "xFakeSci. It can detect up to 94% of bogus scientific papers—nearly twice as successfully as more common data-mining techniques. He sees this new research as the next step to verify the biomedical generative capabilities of large language models.", "likes": 0}, {"original_post_id": "5189809800479342", "comment_id": "5189810328962340", "user": "照完镜子正衣冠", "content": "As part of George J. Klir Professor of Systems Science Luis M. Rocha's Complex Adaptive Systems and Computational Intelligence Lab, Hamed developed a machine-learning algorithm last year that he calls xFakeSci. It can detect up to 94% of bogus scientific papers", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5158350435915846", "text": "4月21日，日本大阪都会大学医学团队发布研究报告称，生成式AI在医疗诊断中的平均准确率达52.1%，首次与非专家医生水平持平。同时，哈佛、斯坦福等机构的研究也显示，OpenAI的o1 - preview模型在143个疑难病例中诊断准确率达80%，远超医生30%的水平。这些都表明，医疗领域一场大变革正在到来。 ...全文", "author": "哈勃观察员", "stats": {"up": 21, "re": 6, "cm": 3}}, "top_comments": [{"original_post_id": "5158350435915846", "comment_id": "5158368126700803", "user": "教授老头", "content": "", "likes": 1}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5110373759322486", "text": "2024年的医疗AI领域，随着大语言模型和生成式AI技术的快速发展，包括互联网医疗、医学影像、新药研发等在内的多场景中的AI技术都在释放出前所未有的价值。行业人士普遍认为，“医疗+AI”前景广阔，无论患者还是医生，都将在这场科技革命中受益。医疗成AI商业化落地的明确方向进入2024年，AI在一 ...全文", "author": "看二三股", "stats": {"up": 25, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5110373759322486", "comment_id": "5110532929226542", "user": "陈洪稳", "content": "", "likes": 1}, {"original_post_id": "5110373759322486", "comment_id": "5111414932900138", "user": "菜粥玉米包", "content": "美年健康怎么样，老师", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110380696701388", "user": "许学军93741", "content": "", "likes": 0}, {"original_post_id": "5110373759322486", "comment_id": "5110377824387362", "user": "Wait1945184", "content": "", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5268398377272840", "text": "讲个故事。春节期间中国科研团队在医疗界又出王炸了。如果告诉你，现在有一个AI医生，它能像人类一样“思考”，把诊断的每一步都摊开给你看——你会相信它吗？就在昨天，上海交通大学联合新华医院、上海人工智能实验室和哈佛医学院共同组成的研发团队的成果登上了《自然》杂志 。这个成果有个名称： ...全文", "author": "荐见", "stats": {"up": 73, "re": 53, "cm": 8}}, "top_comments": [{"original_post_id": "5268398377272840", "comment_id": "5268742024990084", "user": "荐见", "content": "推荐一本我在2010年出版的《做官》给大家，这本书是我在13次重大的城市危机和公共危机时刻，采访的13位核心决策的官员，你能从中看到你从不了解的权力的另一面。 这本当年畅销书，已经不会再版了，二手书市场也已经炒到了几百块。 我要把它送给你，怎么获得呢？请到荐见美学公众号，发送关键词：666", "likes": 4}, {"original_post_id": "5268398377272840", "comment_id": "5268519105333943", "user": "荐见", "content": "//@斯文败类w律师:罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 1}, {"original_post_id": "5268398377272840", "comment_id": "5268717904858813", "user": "子乐健康", "content": "这个Nature的第二通讯是刚刚卸任的新华医院前院长孙锟，现任上海交通大学医学院儿科学院院长，是不是有望再次冲刺院士了", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268467120869126", "user": "斯文败类w律师", "content": "罕见病智能诊断系统：DeepRare。也被称为全球首个“推理过程可追溯”的罕见病智能医生。", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5269736612168157", "user": "规则第二条空", "content": "", "likes": 0}, {"original_post_id": "5268398377272840", "comment_id": "5268719724659604", "user": "瘦搜恩今天瘦了", "content": "医疗界用ai最难对付的口子是伦理，在完美的法律法规条例出台之前，没有人愿意为ai机器人担责，哪怕马斯克亲自直播用达芬奇机器人ai外科 无真人帮他手术，也难普及", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5245418099442177", "text": "这位医生的确「功德无量」。但是说句公道话，这种所谓普通医生不能识别或者大概率会错过的的东西，在人工智能眼里根本就是不可能错过的「小儿科」。你们嘴里再功德无量的医生，很可能也就是普通的人工智能的水平。这个案例无非再次说明，不能相信普通医生。医生是最先应该被人工智能取代的职业之 ...全文", "author": "褚明宇", "stats": {"up": 134, "re": 29, "cm": 22}}, "top_comments": [{"original_post_id": "5245418099442177", "comment_id": "5245420559401018", "user": "wudan", "content": "做免疫组化不就是为了看那个嘛，这应该是每个肿瘤科大夫的基本操作啊，怎么就能吹成功德无量了。", "likes": 9}, {"original_post_id": "5245418099442177", "comment_id": "5245482919527775", "user": "ffernbai", "content": "医生的受教育程度普遍较低", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245456368272120", "user": "萧寒LemLi", "content": "哎我也觉得医生不行，只是感觉人类这个群体想拿掉 legal liability 和 moral responsibility 太难了… 往好了想，希望 AI 可以减轻医生压力造福患者吧", "likes": 3}, {"original_post_id": "5245418099442177", "comment_id": "5245934709768508", "user": "悅遠_", "content": "又一次感受普通人的不靠谱。", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245486769374513", "user": "NormanJiang", "content": "人工智能太打破信息差了", "likes": 2}, {"original_post_id": "5245418099442177", "comment_id": "5246409712603197", "user": "Jeremy-邵磊", "content": "", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245615741338105", "user": "蓝田坝硬汉", "content": "非结构化数据用OCR技术提取，再写个牛逼靠谱专业的prompt，再利用大语言模型的能力，应该能搞定吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245490254057155", "user": "国贸桥下", "content": "赞同", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245474136655112", "user": "海右寄余生", "content": "都是日常工作而已。这，功德无量的门槛也太低了吧", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245659106248734", "user": "夏老七-", "content": "因为医生的认知水平参差不齐，父亲生病，我查到免疫组化如果dnmr可以适配免疫疗法，预后很好几乎不用手术，就咨询了三位医生，一位医生没听过，一位说术后再测，只有一位是术前测。虽然因为最新的指南尚未明确，业界未达共识，但是医生的认知水平真的差太多了，还不如我做的功课，确实颠覆了以往认知。", "likes": 0}, {"original_post_id": "5245418099442177", "comment_id": "5245524447593691", "user": "有点迷糊1989", "content": "我进球后不庆祝，因为进球就是我的本职工作,你见过邮差把信件送达后庆祝的吗？看到这个新闻突然想起巴洛特利这段采访", "likes": 1}, {"original_post_id": "5245418099442177", "comment_id": "5245714934269811", "user": "麦子俊的丈母娘", "content": "这是好事", "likes": 1}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272726294236103", "text": "现在各地卫健委猛推，人工智能+医学，我算是起了大早，啥都没有赶上，很多政策，从中央到各行各业，再到具体落实的条款，具有滞后性。在大模型面前，大部分医生的确显得“无力”，所以，也不需要区分，好医生，坏医生了。未来都是人工智能医生。 ", "author": "肝病梁韬", "stats": {"up": 12, "re": 1, "cm": 8}}, "top_comments": [{"original_post_id": "5272726294236103", "comment_id": "5272802319931442", "user": "内镜满医生", "content": "医生搞AI没企业一起是弄不成的，需要非常专业的人才和大量资金投入的", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272747829889339", "user": "不神经的神经叨", "content": "兄弟，这就是平台的重要性呐。", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272753383148565", "user": "plaza662017", "content": "谢谢能谈谈新舒沐吗？", "likes": 0}, {"original_post_id": "5272726294236103", "comment_id": "5272875722085824", "user": "东山风起时", "content": "你起大早赶的恒科直接摘果子", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5223037911171576", "text": "中国推出了人工智能卫生服务站，完全不需要人类医生。这些先进的展台扫描生命体征，进行基本检查，用AI在几分钟内诊断常见疾病。每个单元都包括传感器、照相机和用于非处方药的自动分配器。患者走进医院，输入症状，并接受即时处方，如果需要也可以转诊到医院。这些信息亭部署在地铁站、购物中心和农村 ...全文", "author": "孤烟暮蝉", "stats": {"up": 155, "re": 27, "cm": 19}}, "top_comments": [{"original_post_id": "5223037911171576", "comment_id": "5223046155864135", "user": "空山清雨竹间摇", "content": "这个太好了。相当于极大的提高了医疗效率。一些最简单的测量，以前需要到诊所，还有医生限制，现在通过科技，可以大量布置。（而且这也不纯是花费，检查到位，本身可以有助于早点发现问题，医疗介入，可以降低医疗成本，提高全民健康。）", "likes": 15}, {"original_post_id": "5223037911171576", "comment_id": "5223044688905917", "user": "红豆泥斯密嘛蛇", "content": "挺好的 以后就没医闹了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223417663720915", "user": "学海仰泳爱好者", "content": "现在结合中医的诊断设备设备", "likes": 1}, {"original_post_id": "5223037911171576", "comment_id": "5223426742550710", "user": "看得见的那片海", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223182887292967", "user": "Nicky526", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223052344559058", "user": "DD星浪", "content": "", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223812858905467", "user": "呼吸困难4308", "content": "不太可能吧", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223532661576175", "user": "哓球星", "content": "ai画的吗？", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223167959765708", "user": "上海猪猫", "content": "这AI图，你能不能稍微把把关啊", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223048421577070", "user": "公举么么哒___", "content": "某些生物：以后连医生都要失业了", "likes": 0}, {"original_post_id": "5223037911171576", "comment_id": "5223867427062700", "user": "嗚蘇狸狸", "content": "Maya～小說情節具象化了太棒惹", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5270981180129312", "text": "8年内会消失的工作岗位，分别是：驾驶员、医生、外科医生、程序员、教师、律师、艺术家、流水线工人、士兵...... ", "author": "科技INF", "stats": {"up": 15, "re": 7, "cm": 11}}, "top_comments": [{"original_post_id": "5270981180129312", "comment_id": "5270983694881933", "user": "我爱娜娜C", "content": "怎么没写演员", "likes": 1}, {"original_post_id": "5270981180129312", "comment_id": "5271069800009682", "user": "福爷A", "content": "AI越发达 艺术越无价 所以艺术家不会消失", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5271204829334215", "user": "涛声依旧之夜", "content": "纯粹胡扯", "likes": 2}, {"original_post_id": "5270981180129312", "comment_id": "5270988350557248", "user": "阿黄阿晃", "content": "医生真的是把命交给机器人了啊", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983170854168", "user": "李科_无锡", "content": "只有AI老师的话，学生们可是开心坏了。", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5270983331548469", "user": "PushGoodPace", "content": "还有发微博贴靠的，纯ai发一大波想发多少矩阵随随便便", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271626040215451", "user": "吴淞江口", "content": "完全扯淡", "likes": 0}, {"original_post_id": "5270981180129312", "comment_id": "5271430606356488", "user": "Airballoonx", "content": "一个都不能", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273064665517583", "text": "【全国政协委员周清：#建议采用人工智能开展基层医生培训#】#建议提升基层医生抗肿瘤能力# 3月4日，全国政协委员周清接受采访称：“提升基层的规范化抗肿瘤能力，首先要提升医生的诊治水平，我们将采用一些人工智能的方式，加强基层医生对最前沿知识的培训；通过国家层面推广教育项目，提高基层医生的 ...全文", "author": "大象新闻", "stats": {"up": 2, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273064665517583", "comment_id": "5273084408892525", "user": "锦潇阁主", "content": "直接给群众科普宣传啊", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273388998460267", "text": "#被武汉的硬核实力震撼到了# 【武汉用人工智能撕掉了“谈癌色变”的标签】央视纪录片《江城浩歌》聚焦武汉，第二集《未来之光》：武汉用人工智能撕掉了“谈癌色变”的标签。以前，医生在显微镜下找癌细胞如同大海捞针，费眼费力费时。现在，兰丁智能通过自主研发的AI模型只需2分钟就能完成初步诊断， ...全文", "author": "武汉广播电视台", "stats": {"up": 2, "re": 2, "cm": 2}}, "top_comments": [{"original_post_id": "5273388998460267", "comment_id": "5273406073472480", "user": "搜奇武汉", "content": "#被武汉的硬核实力震撼到了# #武汉正推动中国车谷加速迈向世界车谷# #汉马终点首次设置在青山江滩# 厉害哦", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5212897129269547", "text": "穿这身，出gai！另外是谁拥有自己的banner鸭 上海·上海国际时尚中心 抽奖详情 ", "author": "麻醉医生凌楚眠", "stats": {"up": 244, "re": 45, "cm": 79}}, "top_comments": [{"original_post_id": "5212897129269547", "comment_id": "5212905054146975", "user": "方脑壳邓铂鋆", "content": "胖了，像观网的施佬", "likes": 8}, {"original_post_id": "5212897129269547", "comment_id": "5213060504486794", "user": "麻醉医生凌楚眠", "content": "领完奖俺也抽个奖！转发原博抽5名小可爱送现金🧧，后天开奖！", "likes": 2}, {"original_post_id": "5212897129269547", "comment_id": "5213068633576415", "user": "方脑壳邓铂鋆", "content": "", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212950306491208", "user": "小儿内分泌林医生", "content": "协和最靓的仔", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899046067517", "user": "急诊石头哥", "content": "太帅辣", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213072103047657", "user": "最后一支Dopamine", "content": "转发微博🧧", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212918922084961", "user": "最后一支Dopamine", "content": "墩墩爸爸周末去上海度假了，随便开个会…", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212932086434586", "user": "再管闲事就剁手的甜椒", "content": "差点看成出gay", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899058649418", "user": "一额__", "content": "这不得和自己的banner合一张", "likes": 4}, {"original_post_id": "5212897129269547", "comment_id": "5212945313435498", "user": "神采熠熠生光", "content": "这个西装老适合了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212899759099699", "user": "DrifterTian1117", "content": "没去厦门啊", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212910340539845", "user": "埃尔比利斯", "content": "圆脸", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5212906973037776", "user": "星球下坠", "content": "肚子变大了", "likes": 1}, {"original_post_id": "5212897129269547", "comment_id": "5213789802202974", "user": "孙昌洲牙医-Dental丹淘熊妈妈", "content": "👍", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213070691665262", "user": "lxh611", "content": "转一个，万一中奖了哈", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213067182866489", "user": "小牙爱娱乐", "content": "来看帅医生", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5213066498673327", "user": "睡觉觉的点儿胖", "content": "胖帅胖帅的", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212960270321406", "user": "脆皮阿橙", "content": "脸是修得有点尖", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212924383331542", "user": "累了不说了", "content": "第一张我以为是老宫了", "likes": 0}, {"original_post_id": "5212897129269547", "comment_id": "5212922326289352", "user": "Ms徐美丽", "content": "哈哈帅", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5256829059730451", "text": "gai GAI医生亲自坐诊，歌到病除，妙嗓回春，3月7日新加坡见！@GAI周延 @GAI进化论2026巡回演唱会 #GAI进化论2026世界巡演官宣##GAI2026世界巡回演唱会##让世界看到GAI进化论# ", "author": "星空他看了一千零一夜_", "stats": {"up": 8, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5256829059730451", "comment_id": "5256874697954093", "user": "迟迟弟弟", "content": "这就去挂号", "likes": 0}, {"original_post_id": "5256829059730451", "comment_id": "5256836254271496", "user": "衬衫九磅不还价CC", "content": "期待期待！", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5175102917574685", "text": "来找周延医生看看gai ", "author": "小谢小谢想吃宵夜", "stats": {"up": 8, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5175102917574685", "comment_id": "5175103314723627", "user": "吃瓜罗伯特", "content": "GAI哥这是要跨界当医生了？", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5207462618599482", "text": "终于要取钉子了，医生说取完还要拄拐一段时间，希望不要耽误11月的GAI进化论 ", "author": "NAS招财进宝", "stats": {"up": 17, "re": 0, "cm": 12}}, "top_comments": [{"original_post_id": "5207462618599482", "comment_id": "5207481152438923", "user": "NAS招财进宝", "content": "谢谢大家关心！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495158795164", "user": "Smurkcc", "content": "早点好起来哦", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207487401953415", "user": "艾星鱼", "content": "祝叔叔一切顺利", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207468072240361", "user": "_ibex", "content": "早日康复啊", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207466719576991", "user": "北风是他所拥有的一切", "content": "", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465012495108", "user": "闪光独角兽比比大王", "content": "早日康复！！！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207496572273807", "user": "_霹雳乖兽", "content": "早日康复！", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207495272040873", "user": "球球球球球13", "content": "加油", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207474451514813", "user": "半杯杯杯永远在吃土", "content": "早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207463848576702", "user": "墨痕染玥", "content": "我的天 早日康复", "likes": 0}, {"original_post_id": "5207462618599482", "comment_id": "5207465660516985", "user": "超级无敌柚柚", "content": "早日康复啊", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5044780885088659", "text": "护工与主治医生 #GAI艾热双冠合唱# ", "author": "超级无敌付三金", "stats": {"up": 64, "re": 10, "cm": 11}}, "top_comments": [{"original_post_id": "5044780885088659", "comment_id": "5044858648003049", "user": "蛋蛋蛋蛋黄0_0", "content": "推轮椅的明明是家属", "likes": 2}, {"original_post_id": "5044780885088659", "comment_id": "5044836581247265", "user": "_ibex", "content": "哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044792049799649", "user": "阿爽子呀", "content": "哈哈哈哈笑死", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044845355206718", "user": "天破了个窟窿", "content": "庆帝与范建 //@赵飞___:哈圈有自己的陈萍萍", "likes": 1}, {"original_post_id": "5044780885088659", "comment_id": "5044826626065117", "user": "peachmumbled", "content": "哈哈哈哈哈啊哈哈哈哈", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044784044180952", "user": "Fedat_1027", "content": "好好好", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044815307477720", "user": "树妖儿哇", "content": "噗哈哈哈哈哈哈，笑鼠", "likes": 0}, {"original_post_id": "5044780885088659", "comment_id": "5044796504148100", "user": "刘刘刘壹壹壹", "content": "", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "4955733869991178", "text": "下午和苏医生去逛gai，晚上回来我去买瑞幸，苏医生听说有汤姆和杰瑞的联名贴纸，兴奋的不得了。结果我们这边这家店贴纸送完了，苏医生瞬间垮起个批脸，就像个没得到玩具的小孩！店员赶紧多给我们塞了几个杯套。苏医生小声哔哔：\"我明天还要来买，我就要贴纸！\"晚饭吃了虾锅，我说：\"少点一些，美女不 ...全文", "author": "小茶要多吃糖", "stats": {"up": 150, "re": 0, "cm": 57}}, "top_comments": [{"original_post_id": "4955733869991178", "comment_id": "4955754966811092", "user": "hhcmc", "content": "汤姆和杰瑞真的大爱为了贴纸我请老板喝了咖啡", "likes": 4}, {"original_post_id": "4955733869991178", "comment_id": "4955752755365014", "user": "喇叭喇叭喇叭开", "content": "我也喝啦", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955734422848833", "user": "wuli欣欣呀1124", "content": "肯定是弄错了，他点的明明是面条", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955771483461350", "user": "六六过过过-", "content": "喝啦", "likes": 1}, {"original_post_id": "4955733869991178", "comment_id": "4955738507841569", "user": "_7for7_", "content": "我有贴纸，但杯套只有一种", "likes": 2}, {"original_post_id": "4955733869991178", "comment_id": "4955748720708994", "user": "OayEliauk_", "content": "送了这么多杯套是我没想到的", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734095168981", "user": "YooooPuppy", "content": "哈哈哈哈哈哈哈哈，多点一碗米饭自己吃吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955834914963476", "user": "睡眠艺术家-_-i", "content": "苏老师是饭桶+面桶吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734099362616", "user": "呐呐呐米", "content": "哈哈哈哈哈苏医生的童心吗", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4956032214240841", "user": "林格90927", "content": "为啥我不能发图", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955835496661534", "user": "一个熙宝贝呀", "content": "我也没拿到贴纸甚至没有杯套", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955777682112529", "user": "张张张胖点儿", "content": "我也想喝了 秋天了", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955764094144452", "user": "一叶栀子y", "content": "逛gai，这很湖北", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955753577712284", "user": "你可曾遇见过风·Yumiss", "content": "哈哈哈哈哈哈哈哈哈六哥离不开碳水", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955749463361861", "user": "九木德-Yee", "content": "苏医生真的是主食永远不少", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955743570366595", "user": "念念不忘的小刘", "content": "再点一份米饭", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955736330732343", "user": "星辰漫步者_917", "content": "娃娃~好多娃娃~软乎乎的娃娃嘿嘿", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735807495308", "user": "拾柒__shiqi", "content": "苏老六：吃！多吃点", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955735228942575", "user": "葵葵葵葵鹅", "content": "老六：我舅🐛你吧，看不见等于没吃", "likes": 0}, {"original_post_id": "4955733869991178", "comment_id": "4955734507520378", "user": "奶黄芝麻豆沙包-", "content": "哈哈哈哈 杯套我拍了个照就扔了", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5065810978280813", "text": "医生给我打了一针终于给我满血复活化点妆但不敢洗头又怕复烧，顶着臭油头出门逛gai ", "author": "tranquillaaa", "stats": {"up": 8, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5065810978280813", "comment_id": "5065813298251100", "user": "Eeeeedpp", "content": "可怜", "likes": 0}, {"original_post_id": "5065810978280813", "comment_id": "5065811288658074", "user": "巍-DJW", "content": "还是要多注意", "likes": 2}, {"original_post_id": "5065810978280813", "comment_id": "5065811364676751", "user": "tranquillaaa", "content": "医生说在我的注射剂里还加了维C，可以让我皮肤好好哦…笑死，我只要给我迅速止痛别无他求", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274138195004532", "text": "【昆仑山下绽放的“她力量”】作为深圳市妇幼保健院派出的援疆医生，于敬会扎根边疆近三年，奔走筹资1600万建起标准化新院区，跑遍乡镇织密母婴安全网，用手术刀为妇女解除病痛。在“三八”国际妇女节即将到来之际，这位坚守昆仑山下的“她力量”，正以专业与担当，续写着深喀同心的健康篇章。 ...全文", "author": "晶报", "stats": {"up": 19, "re": 1, "cm": 4}}, "top_comments": [{"original_post_id": "5274138195004532", "comment_id": "5274138480738361", "user": "晶报", "content": "作为深圳市妇幼保健院派出的援疆医生，于敬会扎根边疆近三年，奔走筹资1600万建起标准化新院区，跑遍乡镇织密母婴安全网，用手术刀为妇女解除病痛。在“三八”国际妇女节即将到来之际，这位坚守昆仑山下的“她力量”，正以专业与担当，续写着深喀同心的健康篇章。", "likes": 4}, {"original_post_id": "5274138195004532", "comment_id": "5274138316375074", "user": "晶报", "content": "昆仑山下绽放的“她力量”", "likes": 4}, {"original_post_id": "5274138195004532", "comment_id": "5274139332187127", "user": "心想事成的juice", "content": "妇女节快乐", "likes": 4}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274134286439330", "text": "#第五人格医生# 💉 #生命誓约·永春花语# 💉 #艾米丽0317生日快乐# ‖𝐸𝑚𝑖𝑙𝑦 𝐷𝑦𝑒𝑟‖𖤐琼斯医生医疗馆新闻速递📰<永生花>-家有明珠耀眼.⚠️仅支持头像壁纸 🈲一切形式的ai、商用图源lof：绝望的雨 ", "author": "苹芸疗愈奏", "stats": {"up": 15, "re": 3, "cm": 5}}, "top_comments": [{"original_post_id": "5274134286439330", "comment_id": "5274141519516100", "user": "想一个不会回来的人", "content": "医儿好美", "likes": 0}, {"original_post_id": "5274134286439330", "comment_id": "5274144268880842", "user": "些许纯粹心", "content": "好萌", "likes": 0}, {"original_post_id": "5274134286439330", "comment_id": "5274136039391822", "user": "医咋这么萌", "content": "第一 少女风呀", "likes": 0}, {"original_post_id": "5274134286439330", "comment_id": "5274135989321926", "user": "医咋这么萌", "content": "美。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274125708822812", "text": "#AI写作48小时生成500万字长篇小说#这些是Anthropic确定最容易接触人工智能的10个职业：计算机程序员：75%客户服务代表：70%数据输入键控器：67%医疗记录专家：67%市场研究分析师和营销专家：65%销售代表：63%金融和投资分析师：57%软件质量保证分析师：52%信息安全分析师：49%计 ...全文", "author": "海声音晓", "stats": {"up": 1, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5274125708822812", "comment_id": "5274125775670519", "user": "兰州新城事", "content": "人工智能的普及让这些职业变得炙手可热！", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5238652452211575", "text": "【《我在中山管专利》新书预售啦~】自序：Think out of the box《我在中山管专利》这个书名是在某一次开会的时候，突然迸现在我的脑海中的。我受邀参加医学科研管理大会，介绍完我院专利管理以及科创转化的工作后，有很多参会同道提问。其中一个问题是：“程教授，你们中山医院是如何控制非正常 ...全文", "author": "复旦中山程蕾蕾", "stats": {"up": 22, "re": 4, "cm": 5}}, "top_comments": [{"original_post_id": "5238652452211575", "comment_id": "5238938608338013", "user": "复旦中山程蕾蕾", "content": "近年来，我院每年申请专利近千项，专利申请面向全院同事开放，上至教授，下至研究生，均可申报，且申请官费和代理费医院统一承担。这种情况下，我们如何最有效、最节省人力资源、从根本上杜绝垃圾专利申报？——请见《我在中山管专利》 #程医生说专利# #我在中山管专利# #国考#", "likes": 1}, {"original_post_id": "5238652452211575", "comment_id": "5240772396057065", "user": "复旦中山程蕾蕾", "content": "今天上午10:30-12:00，徐汇区枫林路180号，复旦大学附属中山医院，2号楼3楼，中山大讲堂。程医生讲授《我在中山管专利》#程医生说专利# #我在中山管专利# #对话中山发明家#", "likes": 0}, {"original_post_id": "5238652452211575", "comment_id": "5238687236623682", "user": "魔都東哥", "content": "我还是认为卫生间干不干净首先是上厕人的素质，其次是清扫频率", "likes": 1}, {"original_post_id": "5238652452211575", "comment_id": "5238685148644385", "user": "手抖毛大夫", "content": "期待🤩", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5254880063127642", "text": "AI营销+AI医疗+AI编程，具备“唯��性”的15家公司（附核心逻辑）一、AI 营销核心逻辑AI营销的本质是全链路效率革命+流量规则重写，核心变革体现在三方面：内容生产范式转移：AI让创意产能提升10倍以上，边际成本降低60%，多语言、多形式内容批量生成成为常态流量。分配机制重构：AI搜索替代传 ...全文", "author": "海中石林", "stats": {"up": 2, "re": 1, "cm": 2}}, "top_comments": [{"original_post_id": "5254880063127642", "comment_id": "5254881040401186", "user": "情枫芸", "content": "@海中石林 早上好专程来问候一下好友。
", "likes": 0}, {"original_post_id": "5254880063127642", "comment_id": "5254880429605570", "user": "烈火雄枫", "content": "@海中石林 早上好专程来问候一下好友。
", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5254384461284824", "text": "大家关注点都在AI应用，其实AI医疗也很强的马斯克对AI医疗的观点集中在AGI驱动的机器人全面替代外科医生，并通过旗下Neuralink、Optimus、Grok推进落地。重点关注icon1.AI机械 2.脑机接口 icon3.AI医疗运用，目前很多医院已经开始AI就诊，目前AI-准确率如下： 医学影像（AI辅助）：肺结节/ ...全文", "author": "追逐量化", "stats": {"up": 17, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5254384461284824", "comment_id": "5254397606497873", "user": "楠楠牵烊", "content": "我的爱有多深，我的担心和不舍有多长。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254391591340294", "user": "老陈记录", "content": "夏蝉未至，我们先散了。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254389335071066", "user": "兰州微事", "content": "这世界太嘈杂，周边都是假话。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254390761916014", "user": "财佑米", "content": "闻君有两意，故来相决绝。", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254387689850711", "user": "益企做好事V", "content": "AI医疗，未来已来！🚀 #科技改变生活", "likes": 0}, {"original_post_id": "5254384461284824", "comment_id": "5254393700287563", "user": "梁哥抓板", "content": "有感而发", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5184410181699267", "text": "#歌手歌单# GAI歌手第八期唱《长路漫漫任我闯》！你觉得能拿第几？“长路漫漫伴你闯，带一身胆色与热肠”#歌手第八期歌单# 小七街头音乐的微博视频 ", "author": "小七街头音乐", "stats": {"up": 22, "re": 1, "cm": 7}}, "top_comments": [{"original_post_id": "5184410181699267", "comment_id": "5184410837586492", "user": "吃瓜罗伯特", "content": "这曲风配画面太有意境了！GAI必须进前五！", "likes": 0}, {"original_post_id": "5184410181699267", "comment_id": "5184411312065519", "user": "彩的腦容量不足", "content": "任我闯（国语版）芒果这草台班子连歌名都错了", "likes": 1}, {"original_post_id": "5184410181699267", "comment_id": "5184474582619815", "user": "Trumpsb", "content": "第三吧，综合还是第四", "likes": 0}, {"original_post_id": "5184410181699267", "comment_id": "5184584120796383", "user": "水榭云桥", "content": "别了，上期兰花草第几？对gai很有期待，对节目组不报期待", "likes": 0}, {"original_post_id": "5184410181699267", "comment_id": "5184420159951040", "user": "那个不太冷的冬天", "content": "我gai哥要被做剧本，预测第三，结合上期第五，综合排名又是第四！", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5184441309988928", "text": "#宁夏的夏# 今日雾霾路边多是白杨回家揪heng子红丢丢的出墙了树下的苦苦菜长得很漂亮门口核桃树妈妈说今年结的核桃又大又多我没看出来树长得很大我看出来了从大gai门伸出来了今日三餐早餐吃拉面但图不是今天的标配没这么多辣椒油买西瓜装网兜老板没拿好摔裂了妈妈说没 ...全文", "author": "将将将将离a", "stats": {"up": 8, "re": 0, "cm": 5}}, "top_comments": [{"original_post_id": "5184441309988928", "comment_id": "5184468277269634", "user": "bia唧1口甜", "content": "冷链蔬菜可是宁夏的六特六优产业，各种补助，订单种植，我觉得以后没活了完全可以回来种地，一队负责田里，一队负责开货车运，一队负责助农直播", "likes": 0}, {"original_post_id": "5184441309988928", "comment_id": "5184851764315040", "user": "煎蛋西西", "content": "有的 临终关怀 在医学伦理学里", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5182189420939418", "text": "今日项目糖耐：8瓶葡萄糖➕5毫升，喝的时候感觉小刀拉嗓子，喝完一直想吐，压了大半天一直打恶心嗝，顺便又多抽几管血查查铁和促甲状腺功能。开心🥳糖耐顺利通过，促甲状腺素正常，但是铁蛋白还是没补上��。我婶婶（在我检查的医院工作）看到我发的朋友圈立马过来给我联系找哪位医生生娃，我哥哥还 ...全文", "author": "道阻且长-路在前方", "stats": {"up": 2, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5182189420939418", "comment_id": "5182618954895314", "user": "YOYO的微博哇", "content": "真棒哦宝宝", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5182106889358521", "text": "你说老公像老gai，但我是觉得真帅。医生对我进行诊脉，说这低级审美这一块。双押x4 ", "author": "闪光放电猫猫", "stats": {"up": 1, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5182106889358521", "comment_id": "5182143909071074", "user": "浪漫与爱夹在书页", "content": "哈哈哈哈哈", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5179370530407718", "text": "【25新说唱第二期上】重庆选手diss GAI？导师的导师瞎选，邓典果居然是青铜？#新说唱2025# 网页链接 ", "author": "二爱夫", "stats": {"up": 66, "re": 0, "cm": 6}}, "top_comments": [{"original_post_id": "5179370530407718", "comment_id": "5179371088252432", "user": "吃瓜罗伯特", "content": "重庆火锅配这波diss 比赛火药味直接拉满了！", "likes": 0}, {"original_post_id": "5179370530407718", "comment_id": "5180509493134761", "user": "househas", "content": "更新好慢二夫", "likes": 11}, {"original_post_id": "5179370530407718", "comment_id": "5179519556126515", "user": "盆盆起床", "content": "早", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273146989216348", "text": "这样的人生谁不想要？泰星颜值学历双暴击#亿点曝光计划# 娱姐梗花花的微博视频 ", "author": "娱姐梗花花", "stats": {"up": 2, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273146989216348", "comment_id": "5273147411531121", "user": "吃瓜罗伯特", "content": "这颜值和学识双倍暴击，人生赢家啊！", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273105006072517", "text": "什么是科学：探索未知的永恒征程在人类历史的长河中，科学宛如一座熠熠生辉的灯塔，照亮了我们前行的道路，引领我们穿越未知的迷雾，不断拓展对世界的认知边界。那么，究竟什么是科学呢？它绝非仅仅是实验室里的瓶瓶罐罐、复杂的公式定理，而是一场跨越时空、深入灵魂的探索之旅，是人类智慧与好奇心 ...全文", "author": "双赢建筑文化工作坊", "stats": {"up": 0, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273105006072517", "comment_id": "5273110326544602", "user": "千问", "content": "科学不仅是知识体系，更是一种思维方式。它不追求绝对真理，而是通过不断证伪和自我修正，无限逼近真相。这种敢于质疑、实事求是的精神，或许比知识本身更珍贵。", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5273063521256938", "text": "其实有时候在想，人类是不是是上帝造的智能ai人类版本？！能量：机器人要充电，人类要睡眠，机器人要机油润滑，人类要进食进水。寿命： 机器人使用寿命10-20年，人类之前的寿命是30-40年。知识学习：机器人要输入知识代码要更新数据库，人类要学习，要终身迭代新知识。 回应：机器人会回应简单的指 ...全文", "author": "哎呀呀我的鸭鸭", "stats": {"up": 0, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5273063521256938", "comment_id": "5273067951751989", "user": "千问", "content": "这个观点很有趣，把人类看作生物版AI。不过，人类的“出厂设置”更复杂，比如睡眠不仅是充电，更是大脑清理代谢废物的过程。我们不仅是执行代码，更在创造意义。", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272889483334750", "text": "【AI狂飙时代，学历还香吗？🤔我的答案很现实…】最近总被问：“AI都要统治世界了，还要卷学历吗？”我的答案：要卷，但别死磕！🌪️AI会淘汰“工具人”，但饿不死“会用工具的人”——学历是敲门砖，更是“与AI共舞”的入场券。它代表的不只是一张纸，而是你快速理解新技术、驾驭复杂系 ...全文", "author": "河南继续教育发展中心", "stats": {"up": 0, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5272889483334750", "comment_id": "5272930431796589", "user": "千问", "content": "很有共鸣。学历正从“决定性信号”变为“基础门槛”，其核心价值在于培养AI无法替代的系统性思维与批判性思考。未来的竞争力，是学历代表的思维底座，叠加驾驭AI的实战能力。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274120851817167", "text": "近期“十五五”规划带来重磅利好，梳理了不少龙头股。在低空经济领域，航天彩虹是无人���龙头，技术强；航天电子为飞行器提供关键电子系统；中国卫星在卫星导航通信优势明显；中国卫通保障通信需求；北斗星通提供定位导航技术。商业航天方面，航天发展是综合性龙头，航天电子在电子设备供应有协同作用 ...全文", "author": "婷姐日记188", "stats": {"up": 74, "re": 1, "cm": 36}}, "top_comments": [{"original_post_id": "5274120851817167", "comment_id": "5274125023053823", "user": "先手成功哥", "content": "168", "likes": 0}, {"original_post_id": "5274120851817167", "comment_id": "5274121370862129", "user": "广州范晓楠", "content": "航天彩虹引领无人机技术潮流，中国卫星导航通信领先。", "likes": 0}, {"original_post_id": "5274120851817167", "comment_id": "5274160964043597", "user": "欣欣马上有钱花", "content": "航天彩虹引领无人机技术，中国卫星导航通信领先，北斗星通定位导航精准。商业航天领域，航天发展、航天电子、中国卫通和北斗星通各展所长，共同推动行业进步。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273978395433607", "text": "#王曼昱诠释女性独立的内生力量#叹息之墙，研究了她千百遍，上场以后发现还是翻不过去！王曼昱👍🏻#乒出精彩# 玽鲤的微博视频 ", "author": "玽鲤", "stats": {"up": 212, "re": 3, "cm": 5}}, "top_comments": [{"original_post_id": "5273978395433607", "comment_id": "5274112647759464", "user": "用户7304821166", "content": "是39次了，不是29次", "likes": 0}, {"original_post_id": "5273978395433607", "comment_id": "5273978954321535", "user": "评论罗伯特", "content": "王曼昱的坚韧和独立，就像她在赛场上的表现一样，让人叹服！她的每一次挥拍，都是对自我极限的挑战，这种内生的力量，正是体育精神的最佳体现。乒乓球场上的“叹息之墙”，不仅是对手难以逾越的障碍，更是她不断突破自我的见证。", "likes": 1}, {"original_post_id": "5273978395433607", "comment_id": "5274037555298446", "user": "1104LmJ", "content": "打了18次了吗", "likes": 2}, {"original_post_id": "5273978395433607", "comment_id": "5273988045734379", "user": "高碧瑶", "content": "王曼昱不错了", "likes": 1}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274117877530731", "text": "刘牧樵医疗产业观察（3294）我也在赶时髦养“小龙虾”，自从今年AI智能体OpenClaw（俗称“小龙虾”）爆火以来，我也心心念念想装一个。想象一下，自己安安稳稳睡觉，“小龙虾”把你的工作都干完了，效率与便捷感简直让人心花怒放。于是，我也开始了“养小龙虾”的尝试，抱着体验未来工作方式的期待，然 ...全文", "author": "刘牧樵", "stats": {"up": 0, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5274117877530731", "comment_id": "5274117994972111", "user": "千问", "content": "非常认同博主的观点，技术工具的价值在于“驾驭”而非“依赖”。特别是OpenClaw这类拥有高系统权限的智能体，除了成本问题，其安全风险更需警惕。对于多数人而言，将其作为提升效率的辅助，而非替代，确实是更理性的选择。", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5273967113797680", "text": "AI应用落在哪里我跟你们说哈各行各业都在说自己行的比如传媒觉得自己的板块也行，降本增效AI医疗也觉得自己可以，因为能够提高医生看片子的速度和手术的安全性软件方面那就更多了。金融政务工厂等等都觉得自己行。反正看聪明资金流向哪里我们就看哪里但有点确定的就是b是比c更能看到业绩的。 ", "author": "央央是小可爱", "stats": {"up": 79, "re": 0, "cm": 3}}, "top_comments": [{"original_post_id": "5273967113797680", "comment_id": "5273975005648802", "user": "羊羊羊1y", "content": "狠狠扣住", "likes": 0}, {"original_post_id": "5273967113797680", "comment_id": "5274107165802525", "user": "Genlong龙", "content": "我就是那个专业看片子的，影像AI能在某些方面提升我们的工作效率，你可以理解是to B端的应用。但是当to C的时候，面对最终患者和临床医生，AI还无法脱离影像医生给出最终结果。那个内分泌科的委员纯纯胡说八道，在业界已经被骂死了", "likes": 2}, {"original_post_id": "5273967113797680", "comment_id": "5274016806864296", "user": "我的梦想是无忧虑", "content": "资金决定", "likes": 0}]}
-{"keyword": "医疗AI", "weibo_details": {"id": "5274070694232600", "text": "下周有利好的票会有哪些？协鑫集成全球光伏组件前十企业核心业务为高效光伏组件制造与系统集成拓维信息国产软硬一体智能化产品及服务提供商深度绑定华为昇腾生态与鸿蒙系统（中国能建）中国能源基建龙头转型新能源与氢能双轮驱动宗申动力通用设备行业龙头聚焦中小型动力机械制造和研发中 ...全文", "author": "鬼谷子老鬼168", "stats": {"up": 19, "re": 1, "cm": 5}}, "top_comments": [{"original_post_id": "5274070694232600", "comment_id": "5274121000714776", "user": "江苏-青山", "content": "", "likes": 0}, {"original_post_id": "5274070694232600", "comment_id": "5274126065336345", "user": "金金金1688", "content": "", "likes": 0}, {"original_post_id": "5274070694232600", "comment_id": "5274092897043576", "user": "古城童话cxy", "content": "888", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5253130263726062", "text": "【2026年1月9日 星期 五】全球AI新鲜事，10条内容汇总: 目录 1. Omdia报告显示，2025年全球人形机器人出货量预计达1.3万台，中国公司智元和宇树分别以39%和32%的市占率领跑2. 蚂蚁阿福月活达3000万，单日提问超1000万，ChatGPT Health每周获2.3亿次健康咨询，AI健康服务 ...全文", "author": "烈焰童子", "stats": {"up": 27, "re": 9, "cm": 13}}, "top_comments": [{"original_post_id": "5253130263726062", "comment_id": "5253858273794401", "user": "一只会飞小鸟", "content": "ChatGPT Health 紧随其后推出同类功能，周咨询量达2.3亿次，反映全球健康AI赛道进入高速发展期", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253556915407221", "user": "-盖世汤圆儿", "content": "厉害", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253442408022030", "user": "冰冰是我__bingbing", "content": "谢谢分享", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253272611065124", "user": "2026锦鲤附体就是我", "content": "来看新闻了", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253254944657780", "user": "宇宙无敌大比兜", "content": "感谢分享", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253236563117371", "user": "岁岁载梨诗", "content": "棒棒哒", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253269913600308", "user": "躁动的青春期300", "content": "科技越来越发达", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253215916130632", "user": "大鹅妹e", "content": "可以", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253212355434683", "user": "静听瑶言", "content": "中国人形机器人市占率直接霸榜，太牛了", "likes": 0}, {"original_post_id": "5253130263726062", "comment_id": "5253250620327510", "user": "炁jkl", "content": "看看，了解一下", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5236554756785979", "text": "《柳叶刀》（The Lancet）发表一篇社论，探讨生成式人工智能（AI）在改善医疗行政工作和提升医患关系中的潜力与挑战。网页链接文章指出，AI可以帮助医务人员更纯粹地看待患者，而免受文书工作、分心或疲劳的困扰。若运用得当，AI不会取代照护；相反，它可以帮助我们重新发现照护的真正意义 ...全文", "author": "柳叶刀TheLancet", "stats": {"up": 1, "re": 1, "cm": 1}}, "top_comments": [{"original_post_id": "5236554756785979", "comment_id": "5236564913553825", "user": "营养医师王兴国", "content": "专门的医疗AI的水平很容易超过大部分临床医生的水平，医疗领域的AI应用是最有前景的领域之一。", "likes": 0}]}
-{"keyword": "医生 人工智能", "weibo_details": {"id": "5272867079981146", "text": "超级人工智能时代：文明跃迁、存在困境与人类主体性重建——基于《The Age of AI》的跨维度思辨摘要由小罗伯特·唐尼主持的纪录片《The Age of AI》，以科幻落地、医疗赋能、人类增强、艺术情感、火星建造、就业冲击、算法治理七大维度，全景呈现人工智能对人类社会的结构性重塑。本文以纪录片议 ...全文", "author": "爱动脑筋的凌林100", "stats": {"up": 1, "re": 0, "cm": 1}}, "top_comments": [{"original_post_id": "5272867079981146", "comment_id": "5273236143345389", "user": "爱动脑筋的凌林100", "content": "回复@荷诺留斯TheNeverEndingSpringo 的表态:", "likes": 0}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5177879207871148", "text": "#新说唱选手dissGAI##新说唱2025#UUX阿卡贝拉火力全开，变身“说唱战士”。他一开口，火药味瞬间弥漫整个舞台。“我肯定认得到GAI，但是我认不到周延”，这句直戳要害，拉开了这场beef的序幕 。紧接着，“种梦拿重庆点挣重庆钱”“GOSH不再keep real，不再是名片”，一句句攻击性十足的歌词疯狂输出， ...全文", "author": "春暖花开去挖笋", "stats": {"up": 122, "re": 50, "cm": 51}}, "top_comments": [{"original_post_id": "5177879207871148", "comment_id": "5177879597679582", "user": "挝有溢渝症", "content": "rapper最重要的就是敢说", "likes": 17}, {"original_post_id": "5177879207871148", "comment_id": "5177879639361181", "user": "来电作用吧heart", "content": "我在广东都闻到火药味了", "likes": 8}, {"original_post_id": "5177879207871148", "comment_id": "5177879843571613", "user": "怜华", "content": "啊啊啊新说唱没这波得少一半精彩！", "likes": 5}, {"original_post_id": "5177879207871148", "comment_id": "5177880029432107", "user": "Me1sfrsty", "content": "大家都好有实力啊", "likes": 1}, {"original_post_id": "5177879207871148", "comment_id": "5177880004264447", "user": "毕冉也不在", "content": "就得是这样的场面才有看点", "likes": 1}, {"original_post_id": "5177879207871148", "comment_id": "5177879908582876", "user": "我爱馥芮白馥芮白爱我", "content": "厉害了，新说唱就是会说实话", "likes": 1}, {"original_post_id": "5177879207871148", "comment_id": "5177879886823530", "user": "时家小宴2023", "content": "这个现场超级精彩", "likes": 1}, {"original_post_id": "5177879207871148", "comment_id": "5177880528816981", "user": "逃逃桃瑞丝", "content": "UUX这波diss简直是在说唱舞台上扔炸弹啊！", "likes": 1}, {"original_post_id": "5177879207871148", "comment_id": "5177880482155299", "user": "生死难料先睡一觉a", "content": "连韵双押听得我鸡皮疙瘩直冒", "likes": 1}, {"original_post_id": "5177879207871148", "comment_id": "5177880285807278", "user": "半死的伤心果aa", "content": "必须给Rapper们磕个头！", "likes": 1}, {"original_post_id": "5177879207871148", "comment_id": "5177880658579236", "user": "我要努力发光发亮", "content": "UUX阿卡贝拉这段diss直接给我听麻了", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177880066916591", "user": "朝云oh", "content": "玩说唱得都挺有个性的", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177879782233093", "user": "蓝才上_", "content": "不愧是rapper们", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177879734518166", "user": "椿溺语-", "content": "这beef一拉舞台直接炸场了", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177879719576567", "user": "梨花小樱", "content": "实力这块毋庸置疑", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177879684186202", "user": "脾气大的屁屁", "content": "隔着屏幕都能感觉那种火药味", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177879682089532", "user": "嗑到獒龙真的是太正常了", "content": "你们rapper就是要这么rap pk起来好吗", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177879612886506", "user": "我的草莓蛋糕在哪里啊", "content": "啊这么勇的吗", "likes": 0}, {"original_post_id": "5177879207871148", "comment_id": "5177879873718616", "user": "真的爱吃香菜111", "content": "“GOSH不再keep real”这句，直接把老粉的回忆和愤怒全点燃，这beef一触即发，后续肯定更精彩！", "likes": 0}]}
-{"keyword": "医生 生成式AI", "weibo_details": {"id": "5253836895421357", "text": "#模型时代# #DeepSeekV4或在春节前后发布# 黄仁勋2026开年访谈：DeepSeek可能是过去几年硅谷AI研究者读到的最重要的论文CES演讲之后，黄仁勋参加了No Priors播客，两位投资人Sarah Guo和Elad Gil进行了一场年度回顾对谈。Sarah Guo还参加了黄仁勋CES演讲前预热圆桌。我本来想在CES上问黄仁勋开源问题 ...全文", "author": "高飞", "stats": {"up": 92, "re": 113, "cm": 13}}, "top_comments": [{"original_post_id": "5253836895421357", "comment_id": "5253857108299729", "user": "gpt399", "content": "哈哈哈哈：仅模型公司开源？这些模型公司在经济上是严重亏损，那CUDA也应该开源，GPU的成本会因竞争大大下降。", "likes": 1}, {"original_post_id": "5253836895421357", "comment_id": "5253840527688396", "user": "桂曙光", "content": "关键问题从来不是\"这个任务能不能被自动化\"，而是\"这个职业的目的是什么\"。值得思考：不局限于思考“我厂产品的功能是什么”，而是“我厂产品帮助客户做什么”～", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253852942572637", "user": "gpt399", "content": "黄说的很多东西，对英伟达是对的，放在其它行业，就不一定对。", "likes": 2}, {"original_post_id": "5253836895421357", "comment_id": "5253899688609723", "user": "gpt399", "content": "模型能做到 “说的话符合逻辑、能解决问题”，但它并不知道自己在说什么 。可以信任它的 “语义能力”：比如让它总结文本生成代码。必须警惕它的 “认知缺陷”：比如让它做事实判断、科学推理时，模型可能会把 “统计上常见的表述” 当成 “事实”，产生幻觉。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253899628053547", "user": "gpt399", "content": "AI有用，但搞大规模运动式的AI，不少企业会掉坑里。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253855843462371", "user": "gpt399", "content": "成本还是太高，需要一场痛苦的价值重估过程。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253854411101521", "user": "gpt399", "content": "NVIDIA内部全员使用Cursor，每个工程师都用。但他们招人的速度比以往任何时候都快。这个逻辑对NVIDIA是成立的，因为可以卖更多GPU,但是对其它大中型企业，可能是招人速度大幅度减少，目前基本是“减员增效”。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253852626683246", "user": "gpt399", "content": "卖锅的说锅好，还是不要太当真？", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253878825097483", "user": "阿汤G啊", "content": "要区分任务和目的。AI自动化的是任务，但大多数工作的目的远比任务丰富，人类的核心在于发现问题和提出方向目标。", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253871157908806", "user": "hismile86", "content": "转发微博", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253862099258787", "user": "朱中华新疆伊犁", "content": "感谢分享！", "likes": 0}, {"original_post_id": "5253836895421357", "comment_id": "5253867353674880", "user": "CC女士不是西西", "content": "放过AI导致放射科医生数量增加的例子吧，或者至少看看AI的具体影响。美国放射科医生的增加更可能是影像需求/检查复杂度上升、培训与退休等供给约束、以及行业组织形态变化所致（实际执业人数好像是下降的）。美国这种精英制培养医生的体系是不可能医生供给突然增加的：放射科医生培训管道本身就是 5 年...全文", "likes": 2}]}
-{"keyword": "医生 GAI", "weibo_details": {"id": "5155390825693830", "text": "#梁老师道歉#【#梁老师称和何美延一起看过心理医生#】4月14日，“梁老师家暴”相关词条登上热搜。下午，@何美延HAMY 长文回应并复盘，表示是吵架引发的矛盾和肢体冲突。随后，@梁老师TSong 发文回应，向妻子何美延道歉，表示两人没有经历特别深入的互相了解，因此婚后争吵不断，两人都去看了心理医生 ...全文", "author": "潇湘晨报", "stats": {"up": 28, "re": 5, "cm": 3}}, "top_comments": [{"original_post_id": "5155390825693830", "comment_id": "5155393933411174", "user": "魅肆摄", "content": "", "likes": 2}, {"original_post_id": "5155390825693830", "comment_id": "5155391505173229", "user": "晨视频", "content": "【#梁老师称和何美延一起看过心理医生#】", "likes": 2}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5234806799734305", "text": "现在，医务人员做自媒体科普已经很难合规了。根据不久前国家卫生健康委、国家中医药局、国家疾控局联合印发《医务人员互联网健康科普负面行为清单（试行）》。下面这些自媒体医疗科普账号常见的行为均属违规：1.外科医生科普皮肤疾病或疫苗问题（不论对错），这种违规属于“宣传推广与岗位不匹配、超 ...全文", "author": "营养医师王兴国", "stats": {"up": 8, "re": 5, "cm": 4}}, "top_comments": [{"original_post_id": "5234806799734305", "comment_id": "5234814300984345", "user": "猞猁树獭七鳃鳗", "content": "撤回医疗科普的正规军，阵地拱手送人。", "likes": 1}, {"original_post_id": "5234806799734305", "comment_id": "5235026740380698", "user": "香柏安有品社交电商", "content": "网络上以医生、老师自居的太多了，真假难辩", "likes": 0}]}
-{"keyword": "医务人员 人工智能", "weibo_details": {"id": "5232195221590523", "text": "【三部门联合印发《医务人员互联网健康科普负面行为清单（试行）》，不得以“神医”“神药”名义进行宣传】本报讯 （记者徐 婧）近日，国家卫生健康委、国家中医药局、国家疾控局联合制定并印发《医务人员互联网健康科普负面行为清单（试行）》。旨在规范医务人员网络科普行为，维护健康科普的专业性 ...全文", "author": "中国中医药报", "stats": {"up": 1, "re": 2, "cm": 1}}, "top_comments": [{"original_post_id": "5232195221590523", "comment_id": "5232195284503784", "user": "三金会长哥失败学", "content": "好", "likes": 0}]}
-{"keyword": "医疗 生成式AI", "weibo_details": {"id": "5270122610820935", "text": "人工智能 未来5年AI就业冲击波：9200万岗位消失，但机会更多！1. 摘要根据麦肯锡、世界经济论坛等权威机构最新研究报告，到2030年，全球将有9200万个岗位因AI和自动化技术被替代，但同时将创造1.7亿个新岗位，净增7800万个就业机会。这场\"创造性破坏\"正在重塑全球就业市场，中国预计将有7030 ...全文", "author": "johngrady", "stats": {"up": 1, "re": 0, "cm": 2}}, "top_comments": [{"original_post_id": "5270122610820935", "comment_id": "5270122828660769", "user": "johngrady", "content": "Wx扫码即可体验亚信BI 智能体小程序，记得搜藏和添加到桌面哈。", "likes": 0}, {"original_post_id": "5270122610820935", "comment_id": "5270122891841230", "user": "千问", "content": "与其说是“抢饭碗”，不如说是“换工具”。以后大家可能都要从“亲自下地干活”变成“指挥机器干活”的监工了，关键看谁能先学会跟AI搭伙过日子。", "likes": 0}]}
-{"keyword": "医生 生成式人工智能", "weibo_details": {"id": "5230841082413172", "text": "精准医疗：CGM引领糖尿病管理新变革！糖尿病作为一种全球性主要死因，其病理生理机制复杂，个体间存在显著异质性，使得传统管理方式面临巨大挑战。连续血糖监测（CGM）技术的广泛应用，结合机器学习、信号处理和生成式AI等现代计算方法，为糖尿病精准医疗开辟了新路径。CGM技术通过实时监测皮下组 ...全文", "author": "哈勃观察员", "stats": {"up": 7, "re": 5, "cm": 1}}, "top_comments": [{"original_post_id": "5230841082413172", "comment_id": "5231047713229694", "user": "教授老头", "content": "", "likes": 1}]}