[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$apiParty6fBuHLCPZ1LTYs42XHdVbjpSDOYYPYzyxeAGwSN5Tp8":3,"$apiPartyr-N_JrLVwgYBp-LasJDuY7rwCNXDfmeFMpt8lp4QIkY":563,"$apiPartyr-N_JrLVwgYBp-LasJDuY7rwCNXDfmeFMpt8lp4QIkY$H93EERW16b":563},{"product_data":4,"scene_data":21,"task_data":407,"modality_data":441,"domain_data":478},[5,9,12,15,18],{"name":6,"value":7,"add_value":8,"describe":8},"Rivo","1","",{"name":10,"value":11,"add_value":8,"describe":8},"Cubo","2",{"name":13,"value":14,"add_value":8,"describe":8},"Moye","3",{"name":16,"value":17,"add_value":8,"describe":8},"Juro","4",{"name":19,"value":20,"add_value":8,"describe":8},"Ordo","5",[22,73,135,197,232,267,302,337,372],{"name":23,"value":7,"add_value":24,"describe":25,"children":26},"Home & Indoor","sofa","AI enhances everyday home life. Our datasets cover real indoor scenes to support smart devices, robotics, and home intelligence.",[27,29,31,33,35,37,40,43,46,49,52,55,58,61,64,67,70],{"name":28,"value":7},"Living Room",{"name":30,"value":11},"Bedroom",{"name":32,"value":14},"Kitchen",{"name":34,"value":17},"Dining Area",{"name":36,"value":20},"Bathroom",{"name":38,"value":39},"Entrance \u002F Foyer","6",{"name":41,"value":42},"Corridor \u002F Hallway","7",{"name":44,"value":45},"Staircase","8",{"name":47,"value":48},"Home Office","9",{"name":50,"value":51},"Hobby \u002F Game Room","10",{"name":53,"value":54},"Worship Space","11",{"name":56,"value":57},"Garage","12",{"name":59,"value":60},"Utility \u002F Laundry Room","13",{"name":62,"value":63},"Pantry","14",{"name":65,"value":66},"Basement","15",{"name":68,"value":69},"Garden","16",{"name":71,"value":72},"Balcony","17",{"name":74,"value":11,"add_value":75,"describe":76,"children":77},"Office & Educational","workshop","AI is reshaping work and learning. Our datasets capture offices and classrooms to power automation and next-generation productivity tools.",[78,81,84,87,90,93,96,99,102,105,108,111,114,117,120,123,126,129,132],{"name":79,"value":80},"Open Office","18",{"name":82,"value":83},"Private Office","19",{"name":85,"value":86},"Co-working Space","20",{"name":88,"value":89},"Reception \u002F Lobby","21",{"name":91,"value":92},"Conference Room","22",{"name":94,"value":95},"Huddle Room \u002F Booth","23",{"name":97,"value":98},"Lecture Hall \u002F Auditorium","24",{"name":100,"value":101},"Classroom","25",{"name":103,"value":104},"Science Laboratory","26",{"name":106,"value":107},"Library","27",{"name":109,"value":110},"Design Studio","28",{"name":112,"value":113},"Pantry \u002F Breakroom","29",{"name":115,"value":116},"Cafeteria \u002F Canteen","30",{"name":118,"value":119},"Restroom (Commercial)","31",{"name":121,"value":122},"Gymnasium \u002F Sports Hall","32",{"name":124,"value":125},"Server Room","33",{"name":127,"value":128},"Mailroom \u002F Logistics","34",{"name":130,"value":131},"Janitorial Closet","35",{"name":133,"value":134},"Corridor \u002F Elevators","36",{"name":136,"value":14,"add_value":137,"describe":138,"children":139},"Healthcare & Medical","love-and-help","AI is advancing modern healthcare. Our datasets include clinics and hospitals to enable clinical insights and medical automation.",[140,143,146,149,152,155,158,161,164,167,170,173,176,179,182,185,188,191,194],{"name":141,"value":142},"Operating Theatre \u002F OR","37",{"name":144,"value":145},"Consultation Room","38",{"name":147,"value":148},"Treatment Room","39",{"name":150,"value":151},"Dental Clinic","40",{"name":153,"value":154},"Inpatient Ward","41",{"name":156,"value":157},"Nurse Station","42",{"name":159,"value":160},"ICU","43",{"name":162,"value":163},"NICU (Neonatal ICU)","44",{"name":165,"value":166},"Emergency Room (ER)","45",{"name":168,"value":169},"Hospital Corridor","46",{"name":171,"value":172},"Waiting Area","47",{"name":174,"value":175},"CT\u002FMRI","48",{"name":177,"value":178},"Medical Laboratory","49",{"name":180,"value":181},"Phlebotomy Room","50",{"name":183,"value":184},"Rehabilitation Gym","51",{"name":186,"value":187},"Assisted Living Room","52",{"name":189,"value":190},"Pharmacy","53",{"name":192,"value":193},"Sterile Processing Dept","54",{"name":195,"value":196},"Medical Storage","55",{"name":198,"value":17,"add_value":199,"describe":200,"children":201},"Business & Public Service","business","AI is elevating commercial and public services. Our datasets span retail, dining, and service centers to improve intelligent operations.",[202,205,208,211,214,217,220,223,226,229],{"name":203,"value":204},"Shopping Mall Atrium","86",{"name":206,"value":207},"Supermarket Shelf","87",{"name":209,"value":210},"Self-Checkout Counter","88",{"name":212,"value":213},"Restaurant Dining Hall","89",{"name":215,"value":216},"Commercial Kitchen","90",{"name":218,"value":219},"Hotel Lobby","91",{"name":221,"value":222},"Subway Platform","92",{"name":224,"value":225},"Security Checkpoint","93",{"name":227,"value":228},"Underground Parking","94",{"name":230,"value":231},"Bank Teller Zone","95",{"name":233,"value":20,"add_value":234,"describe":235,"children":236},"Industrial & Manufacturing","robot-arm","AI is modernizing industry. Our datasets capture factories and logistics spaces to support robotics and intelligent manufacturing.",[237,240,243,246,249,252,255,258,261,264],{"name":238,"value":239},"Final Assembly Line","96",{"name":241,"value":242},"Quality Control Station","97",{"name":244,"value":245},"Robotic Welding Cell","98",{"name":247,"value":248},"CNC Machining Center","99",{"name":250,"value":251},"Cleanroom","100",{"name":253,"value":254},"Automated Warehouse","101",{"name":256,"value":257},"Loading Dock","102",{"name":259,"value":260},"Sorting Center","103",{"name":262,"value":263},"Chemical Plant","104",{"name":265,"value":266},"Power Substation","105",{"name":268,"value":39,"add_value":269,"describe":270,"children":271},"Transportation & Driving","car","AI is revolutionizing mobility. Our datasets capture road networks, vehicle dynamics and traffic scenarios to support autonomous driving and intelligent transportation systems.",[272,275,278,281,284,287,290,293,296,299],{"name":273,"value":274},"Urban Intersection","56",{"name":276,"value":277},"Highway \u002F Expressway","57",{"name":279,"value":280},"Tunnel","58",{"name":282,"value":283},"Roundabout","59",{"name":285,"value":286},"School \u002F Hospital Zone","60",{"name":288,"value":289},"Toll Station","61",{"name":291,"value":292},"Construction Zone","62",{"name":294,"value":295},"Parking Garage","63",{"name":297,"value":298},"Driver Cabin","64",{"name":300,"value":301},"Adverse Weather","65",{"name":303,"value":42,"add_value":304,"describe":305,"children":306},"Outdoor & Construction","tent-tree","AI is optimizing outdoor operations. Our datasets capture construction sites, open-air work zones and outdoor infrastructure to support smart construction and autonomous outdoor machinery.",[307,310,313,316,319,322,325,328,331,334],{"name":308,"value":309},"Excavation Site","66",{"name":311,"value":312},"Scaffolding Area","67",{"name":314,"value":315},"Material Storage Yard","68",{"name":317,"value":318},"Site Entrance","69",{"name":320,"value":321},"Roadwork Zone","70",{"name":323,"value":324},"Bridge Infrastructure","71",{"name":326,"value":327},"Transmission Line","72",{"name":329,"value":330},"Open-pit Mine","73",{"name":332,"value":333},"Tunneling Site","74",{"name":335,"value":336},"Post-Disaster Rubble","75",{"name":338,"value":45,"add_value":339,"describe":340,"children":341},"Nature, Aerial & Aquatic","global-loop","AI is exploring the natural world. Our datasets capture terrestrial landscapes, aerial vistas and aquatic ecosystems to support environmental monitoring and autonomous exploration systems.",[342,345,348,351,354,357,360,363,366,369],{"name":343,"value":344},"Deep Forest","76",{"name":346,"value":347},"Farmland \u002F Crops","77",{"name":349,"value":350},"River \u002F Lake","78",{"name":352,"value":353},"Open Ocean","79",{"name":355,"value":356},"Underwater Coral Reef","80",{"name":358,"value":359},"Fish Farm","81",{"name":361,"value":362},"Mountain Terrain","82",{"name":364,"value":365},"Urban Low Altitude","83",{"name":367,"value":368},"Fire Scene","84",{"name":370,"value":371},"Desert \u002F Gobi","85",{"name":373,"value":48,"add_value":374,"describe":375,"children":376},"Virtul & Digital","siri","AI is reshaping the virtual realm. Our datasets capture digital twins, virtual environments and simulated spaces to support metaverse development and intelligent digital interaction.",[377,380,383,386,389,392,395,398,401,404],{"name":378,"value":379},"VR Social Space","106",{"name":381,"value":382},"Synthetic Driving Sim","107",{"name":384,"value":385},"Digital Twin City","108",{"name":387,"value":388},"FPS \u002F MOBA Game","109",{"name":390,"value":391},"Robotics Gym","110",{"name":393,"value":394},"AR Navigation","111",{"name":396,"value":397},"Virtual Showroom","112",{"name":399,"value":400},"Code \u002F IDE Interface","113",{"name":402,"value":403},"App GUI Screen","114",{"name":405,"value":406},"Synthetic Face\u002FID","115",[408,411,414,417,420,423,426,429,432,435,438],{"name":409,"value":7,"add_value":410,"describe":8},"Classification","rubric",{"name":412,"value":11,"add_value":413,"describe":8},"Detection","radar",{"name":415,"value":14,"add_value":416,"describe":8},"Segmentation","segmentation",{"name":418,"value":17,"add_value":419,"describe":8},"Tacking","crosshairs",{"name":421,"value":20,"add_value":422,"describe":8},"Estimation","streamline",{"name":424,"value":39,"add_value":425,"describe":8},"QA","qa",{"name":427,"value":42,"add_value":428,"describe":8},"Recognition","finger-scan",{"name":430,"value":45,"add_value":431,"describe":8},"Control","control",{"name":433,"value":48,"add_value":434,"describe":8},"Extraction","extraction",{"name":436,"value":51,"add_value":437,"describe":8},"Retrieval","retrieval",{"name":439,"value":54,"add_value":440,"describe":8},"Forecast","forecast",[442,445,448,451,454,457,460,463,466,469,472,475],{"name":443,"value":7,"add_value":444,"describe":8},"Audio","audio",{"name":446,"value":11,"add_value":447,"describe":8},"Image","image",{"name":449,"value":14,"add_value":450,"describe":8},"Text","text",{"name":452,"value":17,"add_value":453,"describe":8},"Video","video",{"name":455,"value":20,"add_value":456,"describe":8},"Multi","multi",{"name":458,"value":39,"add_value":459,"describe":8},"Document","document",{"name":461,"value":42,"add_value":462,"describe":8},"Time-Series","time-series",{"name":464,"value":45,"add_value":465,"describe":8},"3D cloud","cloud",{"name":467,"value":48,"add_value":468,"describe":8},"Code","code",{"name":470,"value":51,"add_value":471,"describe":8},"Event","event",{"name":473,"value":54,"add_value":474,"describe":8},"Motion","motion",{"name":476,"value":57,"add_value":477,"describe":8},"Interaction","interaction",[479,482,487,491,494,499,504,509,514,519,524,528,532,536,540,544,548,552,556,559],{"id":480,"value":480,"name":233,"intro":481,"add_value":234,"describe":481},2,"智能质检：利用图像识别、多模态模型对产品外观或声音、振动等数据进行分析，自动识别缺陷，提高质量控制效率。\n工业知识问答与文档理解：通过大模型理解和总结技术文档、操作手册，实现快速问答、知识检索和培训支持。\n安全监测与风险预警：实时分析视频、传感器和操作日志，识别潜在危险行为或异常状态，提前预警，保障人员和设备安全。",{"id":483,"value":483,"name":484,"intro":485,"add_value":486,"describe":485},3,"Finance & Insurance","风险评估与预测：分析大量客户数据，评估信用风险、市场风险等，预测违约概率、股价走势等，辅助金融机构决策。\n智能投顾：根据客户风险偏好、资产状况等，提供个性化投资组合建议，实时调整投资策略。\n反欺诈检测：通过分析交易数据、用户行为，识别异常交易和欺诈行为，保障金融安全。","funds",{"id":488,"value":488,"name":489,"intro":490,"add_value":269,"describe":490},1,"Transport & Automotive","智能座舱：打造多模态交互的 AI 座舱，通过语音、手势、面部识别等实现人机交互，如语音控制导航、音乐播放。\n驾驶员状态监测：识别疲劳、分心、抽烟、打电话等行为，通过大模型判断危险等级，触发相应提醒或干预机制。\n智能驾驶：AI 用于环境感知、路径规划与决策控制，使车辆能识别道路、行人、障碍物等，实现自适应巡航、自动泊车、车道保持等功能，提升驾驶安全性与便利性。",{"id":492,"value":492,"name":136,"intro":493,"add_value":137,"describe":493},4,"医学影像诊断：分析 CT、MRI 等影像，辅助医生检测疾病、识别病灶，如 AI 系统可快速发现肺部结节。\n医患对话助手：通过自然语言处理理解患者问题，提供初步健康建议或就诊指导，缓解医生接诊压力。\n智能健康管理：根据用户健康数据，提供个性化健康建议、疾病预警，如智能手环结合 AI 分析用户运动、睡眠、心率等数据。",{"id":495,"value":495,"name":496,"intro":497,"add_value":498,"describe":497},6,"Smart Devices","多模态交互：支持语音、手势、眼神等多种交互方式，如 AI 眼镜可通过语音指令实现翻译、搜索功能。\n智能感知与处理：使设备能感知环境、理解用户需求，如智能音箱根据环境噪音自动调节音量。\n个性化服务：根据用户使用习惯和偏好，提供个性化功能与服务，如智能手表为用户定制运动健身计划。","microscope",{"id":500,"value":500,"name":501,"intro":502,"add_value":503,"describe":502},8,"Law & Government","智能法律问答：面向公众或企业用户，提供合规、劳动法、婚姻继承、知识产权等常见法律问题的智能解答。\n合同审查与风险识别：利用大模型分析合同内容，识别潜在风险条款、漏洞或不合理约定，提升合同审核质量。\n法律知识图谱构建：自动梳理法规、案例、条文之间的引用关系，构建语义化知识图谱，支持智能分析和推理。","hammer",{"id":505,"value":505,"name":506,"intro":507,"add_value":508,"describe":507},7,"Education & Training","个性化学习：根据学生学习进度、能力和知识掌握情况，推送个性化学习内容与练习，如智能辅导系统为学生制定专属学习计划。\n智能教学辅助：AI 助教协助教师进行作业批改、答疑解惑，还可分析教学数据，为教师提供教学反馈，优化教学方法。\n虚拟学习环境：利用 AI 创建虚拟实验、历史场景等，让学生沉浸式学习，如在虚拟化学实验室中进行实验操作。","degree-hat",{"id":510,"value":510,"name":511,"intro":512,"add_value":513,"describe":512},5,"Agriculture & Food","作物病虫害识别与防治：通过图像识别分析农作物叶片、果实等症状，识别病虫害类型，给出防治建议，减少产量损失。\n农产品质量检测：利用图像和传感器数据，识别果蔬等农产品的成熟度、外观缺陷，进行自动分级，提高市场竞争力。\n农情监测与预测：利用卫星遥感、气象和传感器数据，结合大模型预测作物长势、干旱、洪涝等农情变化。","ph-farm",{"id":515,"value":515,"name":516,"intro":517,"add_value":518,"describe":517},9,"Retail & E-commerce","智能客服：通过自然语言对话理解用户需求，提供产品推荐、订单查询、退换货支持等服务，提升客户满意度。\n个性化营销推荐：基于用户浏览、购买、偏好等行为数据，生成个性化推荐内容与优惠策略，提高转化率和客单价。\n商品内容生成：自动撰写商品标题、卖点描述、使用说明等内容，适用于海量SKU的内容生产与多语言发布。","buy",{"id":520,"value":520,"name":521,"intro":522,"add_value":523,"describe":8},10,"Security & Protection",null,"safe-shield-line",{"id":525,"value":525,"name":526,"intro":522,"add_value":527,"describe":8},11,"Environment & Climate","weather",{"id":529,"value":529,"name":530,"intro":522,"add_value":531,"describe":8},12,"Energy & Resource","energy-leaf",{"id":533,"value":533,"name":534,"intro":522,"add_value":535,"describe":8},13,"Express & Logistics","speed-outline",{"id":537,"value":537,"name":538,"intro":522,"add_value":539,"describe":8},15,"Sports","baseball-outline",{"id":541,"value":541,"name":542,"intro":522,"add_value":543,"describe":8},16,"General Data","daily-booth",{"id":545,"value":545,"name":546,"intro":522,"add_value":547,"describe":8},17,"Content & Media","media",{"id":549,"value":549,"name":550,"intro":522,"add_value":551,"describe":8},18,"Construction","construction",{"id":553,"value":553,"name":554,"intro":522,"add_value":555,"describe":8},19,"IT & Telecom","tech",{"id":557,"value":557,"name":558,"intro":522,"add_value":498,"describe":8},20,"Science & Research",{"id":560,"value":560,"name":561,"intro":522,"add_value":562,"describe":8},21,"Language & Culture","lang",{"id":564,"unique_code":565,"title":566,"icon":8,"intro":567,"cate":483,"detail":568,"create_time":569,"update_time":570,"price":571,"view_count":572,"download_count":573,"unit":573,"amount":574,"is_create_order":573,"enterprise_id":488,"seo_keywords":575,"seo_description":576,"data_format":577,"file_size":578,"apply_scene":579,"training_task":580,"version":581,"dataset_type_id":495,"dataset_scene_id":492,"sample_file":582,"banner":8,"unit_name":8,"cate_name":449,"icon_url":8,"banner_url":8,"sample_file_url":8,"data_dict":583,"qa_list":610,"sample_metadatas":627,"text_sample_content":658,"enterprise_name":659,"enterprise_logo":660,"data_distribution":661},1156,"365b49c45f2d8063df3605c0095b595a","Addiction Withdrawal Level-of-Care Constraint Evaluation Dataset","Evaluate withdrawal level-of-care recommendations against case-specific constraints and test reasoning in addiction psychiatry.","\u003Cp>This evaluation dataset presents structured cases involving addiction withdrawal, including risk conditions, care-resource constraints, and a proposed level-of-care recommendation to validate. Each case includes a reference judgment indicating whether the recommendation satisfies the stated constraints and identifying potential conflicts, supporting evaluation of constraint reasoning and recommendation validation in addiction psychiatry. The dataset is intended for research and model evaluation, not as a substitute for professional clinical judgment.\u003C\u002Fp>","2026-10-12 13:47:02","2026-10-19 17:19:57","0.00",35,0,5000,"addiction withdrawal evaluation dataset,withdrawal level of care,addiction psychiatry data,constraint verification dataset,clinical constraint reasoning,care recommendation evaluation,withdrawal management model evaluation,structured clinical cases","Structured addiction withdrawal cases with risk and resource constraints, level-of-care recommendations, and reference validation results.","JSON","0.3GB","addiction withdrawal management, level-of-care assessment, clinical decision support","clinical constraint verification, level-of-care appropriateness assessment, clinical reasoning evaluation","V1.0","rivo\u002Fsample-packages\u002F30505265-1aa5-43ba-a82f-1c926d3a95c6\u002F20261012.zip",[584,589,595,600,605],{"id":573,"name":585,"field":586,"intro":587,"type":588},"File Name","file_name","File name","string",{"id":590,"name":591,"field":592,"intro":593,"type":594},8399,"Case Input","case_input","Structured case information and the proposed level-of-care recommendation to be evaluated.","object",{"id":596,"name":597,"field":598,"intro":599,"type":588},8400,"Evaluation Summary","evaluation_summary","Concise summary of the benchmark case and its constraint-validation outcome.",{"id":601,"name":602,"field":603,"intro":604,"type":594},8401,"Reference Annotation","reference_annotation","Benchmark judgment on whether the proposed recommendation satisfies the case constraints, including the rationale.",{"id":606,"name":607,"field":608,"intro":609,"type":594},8402,"Constraint Validation","constraint_validation","Normalized validation result derived from the case input and reference annotation.",[611,615,619,623],{"id":612,"question":613,"answer":614},6074,"What does the evaluation dataset contain?","Each sample includes structured withdrawal case information, risk conditions, care-resource constraints, and a proposed level-of-care recommendation. Reference judgments and normalized validation results help assess whether a recommendation meets the case constraints and identify conflicts.",{"id":616,"question":617,"answer":618},6075,"Which capabilities can this dataset evaluate?","It can support evaluation of constraint reasoning, level-of-care recommendation validation, and conflict detection in withdrawal-care scenarios, as well as research on related evaluation workflows and benchmarks.",{"id":620,"question":621,"answer":622},6076,"Is the dataset intended for clinical decision-making?","The dataset is intended for research and model evaluation. It does not provide diagnosis or treatment advice and should not be used on its own to make clinical decisions. Actual care decisions should be made by qualified professionals using the full clinical context and applicable standards.",{"id":624,"question":625,"answer":626},6077,"How can I obtain the data and verify its license?","Check the dataset product page or the provider's published channels for access instructions, available formats, and license terms. Before use, review the permitted scope, redistribution restrictions, and applicable privacy and compliance requirements.",[628,640,649],{"id":629,"relate_table":630,"relate_id":631,"file_size":573,"file_name":632,"path":8,"duration":573,"cate":483,"file_format":633,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":634,"cate_name":635,"case_input":636,"evaluation_summary":637,"reference_annotation":638,"constraint_validation":639},14869,"union_cubo",610965179,"样例_3.json","json","{\"case_input\": \"{\\\"clinical_profile\\\": {\\\"substances\\\": [\\\"Benzodiazepines\\\"], \\\"age_years\\\": 38, \\\"sex_or_gender\\\": \\\"Nonbinary\\\", \\\"last_use_time\\\": \\\"Approximately 30 hours ago; the case documents interruption of long-term daily use\\\", \\\"medical_comorbidities\\\": [], \\\"psychiatric_comorbidities\\\": []}, \\\"withdrawal_presentation\\\": {\\\"symptoms\\\": [\\\"Hand tremor\\\", \\\"Sweating\\\", \\\"Insomnia\\\", \\\"Nausea\\\"], \\\"severity\\\": \\\"Moderate symptoms with a documented risk history\\\", \\\"vital_signs\\\": {\\\"heart_rate_bpm\\\": 96, \\\"blood_pressure\\\": \\\"138\u002F86 mmHg\\\", \\\"respiratory_rate_per_minute\\\": 17, \\\"oxygen_saturation_percent\\\": 98}, \\\"history_of_withdrawal_seizure\\\": true, \\\"history_of_delirium\\\": false}, \\\"risk_conditions\\\": [{\\\"risk_type\\\": \\\"Prior benzodiazepine-withdrawal seizure\\\", \\\"present\\\": true, \\\"evidence\\\": \\\"A prior seizure during benzodiazepine withdrawal is documented.\\\", \\\"severity_or_relevance\\\": \\\"High; a severe withdrawal complication is part of the documented history.\\\"}, {\\\"risk_type\\\": \\\"Interruption of long-term daily benzodiazepine use\\\", \\\"present\\\": true, \\\"evidence\\\": \\\"The case documents long-term daily use followed by cessation approximately 30 hours before assessment.\\\", \\\"severity_or_relevance\\\": \\\"Relevant to withdrawal management in combination with the documented prior withdrawal seizure.\\\"}], \\\"resource_constraints\\\": {\\\"available_care_settings\\\": [\\\"Nonmedical residential program\\\", \\\"Emergency department transfer by EMS\\\"], \\\"monitoring_capacity\\\": \\\"Residential staff make nonclinical rounds every four hours; continuous clinical observation is unavailable.\\\", \\\"staffing_capacity\\\": \\\"Nonclinical residential staff are present overnight; no nurse or physician is on site overnight.\\\", \\\"medication_availability\\\": \\\"The residential program does not provide clinician-managed benzodiazepine withdrawal medication or a taper service.\\\", \\\"transfer_limitations\\\": \\\"EMS can be called at any time for emergency transfer. A routine transfer requires acceptance by another facility.\\\"}, \\\"proposed_recommendation\\\": {\\\"recommended_level_of_care\\\": \\\"Continue residential support without medical withdrawal management\\\", \\\"recommended_setting\\\": \\\"Nonmedical residential program\\\", \\\"monitoring_plan\\\": \\\"Nonclinical staff rounds every four hours; no scheduled overnight clinician assessment.\\\", \\\"recommendation_rationale\\\": \\\"The recorded vital signs are not described as acutely unstable, and residential staff can provide routine checks.\\\"}}\", \"evaluation_summary\": \"A nonmedical residential plan conflicts with the documented benzodiazepine-withdrawal risk history and the program's limited clinical monitoring and medication resources.\", \"reference_annotation\": \"{\\\"recommendation_satisfies_constraints\\\": false, \\\"conflict_points\\\": [\\\"A nonmedical residential setting does not address the documented prior benzodiazepine-withdrawal seizure and current interruption of long-term daily use.\\\", \\\"Four-hour nonclinical rounds and the absence of overnight clinical staff or clinician-managed withdrawal medication do not meet the documented monitoring and medication-management needs.\\\"], \\\"adjudication_rationale\\\": \\\"Although the recorded vital signs are not described as acutely unstable, the case documents a prior withdrawal seizure and recent interruption of long-term daily benzodiazepine use. The proposed nonmedical setting lacks overnight clinical staffing and clinician-managed withdrawal medication, so the recommendation does not satisfy the stated risk and resource constraints.\\\"}\", \"constraint_validation\": \"{\\\"meets_constraints\\\": false, \\\"conflict_points\\\": [\\\"A nonmedical residential setting does not address the documented prior benzodiazepine-withdrawal seizure and current interruption of long-term daily use.\\\", \\\"Four-hour nonclinical rounds and the absence of overnight clinical staff or clinician-managed withdrawal medication do not meet the documented monitoring and medication-management needs.\\\"], \\\"conflict_count\\\": 2, \\\"reviewed_dimensions\\\": [\\\"Clinical risk\\\", \\\"Monitoring\\\", \\\"Staffing\\\", \\\"Medication\\\", \\\"Transfer feasibility\\\"], \\\"validation_summary\\\": \\\"The recommendation relies on nonmedical residential checks despite a documented prior withdrawal seizure; clinical monitoring and withdrawal medication management are not available in that setting.\\\"}\"}","文本","{\"clinical_profile\": {\"substances\": [\"Benzodiazepines\"], \"age_years\": 38, \"sex_or_gender\": \"Nonbinary\", \"last_use_time\": \"Approximately 30 hours ago; the case documents interruption of long-term daily use\", \"medical_comorbidities\": [], \"psychiatric_comorbidities\": []}, \"withdrawal_presentation\": {\"symptoms\": [\"Hand tremor\", \"Sweating\", \"Insomnia\", \"Nausea\"], \"severity\": \"Moderate symptoms with a documented risk history\", \"vital_signs\": {\"heart_rate_bpm\": 96, \"blood_pressure\": \"138\u002F86 mmHg\", \"respiratory_rate_per_minute\": 17, \"oxygen_saturation_percent\": 98}, \"history_of_withdrawal_seizure\": true, \"history_of_delirium\": false}, \"risk_conditions\": [{\"risk_type\": \"Prior benzodiazepine-withdrawal seizure\", \"present\": true, \"evidence\": \"A prior seizure during benzodiazepine withdrawal is documented.\", \"severity_or_relevance\": \"High; a severe withdrawal complication is part of the documented history.\"}, {\"risk_type\": \"Interruption of long-term daily benzodiazepine use\", \"present\": true, \"evidence\": \"The case documents long-term daily use followed by cessation approximately 30 hours before assessment.\", \"severity_or_relevance\": \"Relevant to withdrawal management in combination with the documented prior withdrawal seizure.\"}], \"resource_constraints\": {\"available_care_settings\": [\"Nonmedical residential program\", \"Emergency department transfer by EMS\"], \"monitoring_capacity\": \"Residential staff make nonclinical rounds every four hours; continuous clinical observation is unavailable.\", \"staffing_capacity\": \"Nonclinical residential staff are present overnight; no nurse or physician is on site overnight.\", \"medication_availability\": \"The residential program does not provide clinician-managed benzodiazepine withdrawal medication or a taper service.\", \"transfer_limitations\": \"EMS can be called at any time for emergency transfer. A routine transfer requires acceptance by another facility.\"}, \"proposed_recommendation\": {\"recommended_level_of_care\": \"Continue residential support without medical withdrawal management\", \"recommended_setting\": \"Nonmedical residential program\", \"monitoring_plan\": \"Nonclinical staff rounds every four hours; no scheduled overnight clinician assessment.\", \"recommendation_rationale\": \"The recorded vital signs are not described as acutely unstable, and residential staff can provide routine checks.\"}}","A nonmedical residential plan conflicts with the documented benzodiazepine-withdrawal risk history and the program's limited clinical monitoring and medication resources.","{\"recommendation_satisfies_constraints\": false, \"conflict_points\": [\"A nonmedical residential setting does not address the documented prior benzodiazepine-withdrawal seizure and current interruption of long-term daily use.\", \"Four-hour nonclinical rounds and the absence of overnight clinical staff or clinician-managed withdrawal medication do not meet the documented monitoring and medication-management needs.\"], \"adjudication_rationale\": \"Although the recorded vital signs are not described as acutely unstable, the case documents a prior withdrawal seizure and recent interruption of long-term daily benzodiazepine use. The proposed nonmedical setting lacks overnight clinical staffing and clinician-managed withdrawal medication, so the recommendation does not satisfy the stated risk and resource constraints.\"}","{\"meets_constraints\": false, \"conflict_points\": [\"A nonmedical residential setting does not address the documented prior benzodiazepine-withdrawal seizure and current interruption of long-term daily use.\", \"Four-hour nonclinical rounds and the absence of overnight clinical staff or clinician-managed withdrawal medication do not meet the documented monitoring and medication-management needs.\"], \"conflict_count\": 2, \"reviewed_dimensions\": [\"Clinical risk\", \"Monitoring\", \"Staffing\", \"Medication\", \"Transfer feasibility\"], \"validation_summary\": \"The recommendation relies on nonmedical residential checks despite a documented prior withdrawal seizure; clinical monitoring and withdrawal medication management are not available in that setting.\"}",{"id":641,"relate_table":630,"relate_id":642,"file_size":573,"file_name":643,"path":8,"duration":573,"cate":483,"file_format":633,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":644,"cate_name":635,"case_input":645,"evaluation_summary":646,"reference_annotation":647,"constraint_validation":648},14868,395439808,"样例_2.json","{\"case_input\": \"{\\\"clinical_profile\\\": {\\\"substances\\\": [\\\"Opioids\\\"], \\\"age_years\\\": 29, \\\"sex_or_gender\\\": \\\"Male\\\", \\\"last_use_time\\\": \\\"Approximately 30 hours ago\\\", \\\"medical_comorbidities\\\": [], \\\"psychiatric_comorbidities\\\": []}, \\\"withdrawal_presentation\\\": {\\\"symptoms\\\": [\\\"Yawning\\\", \\\"Rhinorrhea\\\", \\\"Muscle aches\\\", \\\"Restlessness\\\"], \\\"severity\\\": \\\"Moderate; alert and able to participate in assessment\\\", \\\"vital_signs\\\": {\\\"heart_rate_bpm\\\": 84, \\\"blood_pressure\\\": \\\"122\u002F76 mmHg\\\", \\\"respiratory_rate_per_minute\\\": 16, \\\"oxygen_saturation_percent\\\": 98}, \\\"history_of_withdrawal_seizure\\\": false, \\\"history_of_delirium\\\": false}, \\\"risk_conditions\\\": [{\\\"risk_type\\\": \\\"Acute medical instability\\\", \\\"present\\\": false, \\\"evidence\\\": \\\"No acute medical concern is documented; recorded vital signs are heart rate 84 bpm, blood pressure 122\u002F76 mmHg, respiratory rate 16 per minute, and oxygen saturation 98%.\\\", \\\"severity_or_relevance\\\": \\\"No acute instability is identified in the documented presentation.\\\"}, {\\\"risk_type\\\": \\\"Concurrent alcohol or sedative use\\\", \\\"present\\\": false, \\\"evidence\\\": \\\"The case documents opioid use and does not report concurrent alcohol or sedative use.\\\", \\\"severity_or_relevance\\\": \\\"No concurrent exposure is documented as a complicating factor.\\\"}], \\\"resource_constraints\\\": {\\\"available_care_settings\\\": [\\\"Outpatient withdrawal clinic\\\", \\\"Emergency department transfer by EMS\\\"], \\\"monitoring_capacity\\\": \\\"Daily in-person assessment is available, with after-hours telephone triage.\\\", \\\"staffing_capacity\\\": \\\"A licensed clinician is available during clinic hours; nursing staff conduct daily checks.\\\", \\\"medication_availability\\\": \\\"Clinician-supervised medication management for opioid withdrawal is available at the clinic.\\\", \\\"transfer_limitations\\\": \\\"EMS transfer is available for an urgent change in condition; routine clinic appointments are available daily.\\\"}, \\\"proposed_recommendation\\\": {\\\"recommended_level_of_care\\\": \\\"Ambulatory outpatient withdrawal management\\\", \\\"recommended_setting\\\": \\\"Outpatient withdrawal clinic\\\", \\\"monitoring_plan\\\": \\\"Daily in-person review during the initial withdrawal period, with after-hours telephone triage and EMS transfer for urgent deterioration.\\\", \\\"recommendation_rationale\\\": \\\"The documented presentation is moderate, with stable recorded vital signs and no reported history of withdrawal seizure or delirium; the clinic provides daily assessment and clinician-supervised medication management.\\\"}}\", \"evaluation_summary\": \"A moderate opioid-withdrawal presentation is paired with an outpatient plan supported by the stated clinic resources, with no annotated conflicts.\", \"reference_annotation\": \"{\\\"recommendation_satisfies_constraints\\\": true, \\\"conflict_points\\\": [], \\\"adjudication_rationale\\\": \\\"The documented symptoms are moderate, the recorded vital signs are stable in the case record, and no prior withdrawal seizure or delirium is reported. The recommended outpatient clinic has daily assessment, clinical staffing, and medication-management resources consistent with the proposed plan.\\\"}\", \"constraint_validation\": \"{\\\"meets_constraints\\\": true, \\\"conflict_points\\\": [], \\\"conflict_count\\\": 0, \\\"reviewed_dimensions\\\": [\\\"Clinical risk\\\", \\\"Monitoring\\\", \\\"Staffing\\\", \\\"Medication\\\", \\\"Transfer feasibility\\\"], \\\"validation_summary\\\": \\\"The outpatient recommendation aligns with the documented presentation and the clinic's daily monitoring, staffing, and medication-management capacity; no constraint conflict is identified.\\\"}\"}","{\"clinical_profile\": {\"substances\": [\"Opioids\"], \"age_years\": 29, \"sex_or_gender\": \"Male\", \"last_use_time\": \"Approximately 30 hours ago\", \"medical_comorbidities\": [], \"psychiatric_comorbidities\": []}, \"withdrawal_presentation\": {\"symptoms\": [\"Yawning\", \"Rhinorrhea\", \"Muscle aches\", \"Restlessness\"], \"severity\": \"Moderate; alert and able to participate in assessment\", \"vital_signs\": {\"heart_rate_bpm\": 84, \"blood_pressure\": \"122\u002F76 mmHg\", \"respiratory_rate_per_minute\": 16, \"oxygen_saturation_percent\": 98}, \"history_of_withdrawal_seizure\": false, \"history_of_delirium\": false}, \"risk_conditions\": [{\"risk_type\": \"Acute medical instability\", \"present\": false, \"evidence\": \"No acute medical concern is documented; recorded vital signs are heart rate 84 bpm, blood pressure 122\u002F76 mmHg, respiratory rate 16 per minute, and oxygen saturation 98%.\", \"severity_or_relevance\": \"No acute instability is identified in the documented presentation.\"}, {\"risk_type\": \"Concurrent alcohol or sedative use\", \"present\": false, \"evidence\": \"The case documents opioid use and does not report concurrent alcohol or sedative use.\", \"severity_or_relevance\": \"No concurrent exposure is documented as a complicating factor.\"}], \"resource_constraints\": {\"available_care_settings\": [\"Outpatient withdrawal clinic\", \"Emergency department transfer by EMS\"], \"monitoring_capacity\": \"Daily in-person assessment is available, with after-hours telephone triage.\", \"staffing_capacity\": \"A licensed clinician is available during clinic hours; nursing staff conduct daily checks.\", \"medication_availability\": \"Clinician-supervised medication management for opioid withdrawal is available at the clinic.\", \"transfer_limitations\": \"EMS transfer is available for an urgent change in condition; routine clinic appointments are available daily.\"}, \"proposed_recommendation\": {\"recommended_level_of_care\": \"Ambulatory outpatient withdrawal management\", \"recommended_setting\": \"Outpatient withdrawal clinic\", \"monitoring_plan\": \"Daily in-person review during the initial withdrawal period, with after-hours telephone triage and EMS transfer for urgent deterioration.\", \"recommendation_rationale\": \"The documented presentation is moderate, with stable recorded vital signs and no reported history of withdrawal seizure or delirium; the clinic provides daily assessment and clinician-supervised medication management.\"}}","A moderate opioid-withdrawal presentation is paired with an outpatient plan supported by the stated clinic resources, with no annotated conflicts.","{\"recommendation_satisfies_constraints\": true, \"conflict_points\": [], \"adjudication_rationale\": \"The documented symptoms are moderate, the recorded vital signs are stable in the case record, and no prior withdrawal seizure or delirium is reported. The recommended outpatient clinic has daily assessment, clinical staffing, and medication-management resources consistent with the proposed plan.\"}","{\"meets_constraints\": true, \"conflict_points\": [], \"conflict_count\": 0, \"reviewed_dimensions\": [\"Clinical risk\", \"Monitoring\", \"Staffing\", \"Medication\", \"Transfer feasibility\"], \"validation_summary\": \"The outpatient recommendation aligns with the documented presentation and the clinic's daily monitoring, staffing, and medication-management capacity; no constraint conflict is identified.\"}",{"id":650,"relate_table":630,"relate_id":651,"file_size":573,"file_name":652,"path":8,"duration":573,"cate":483,"file_format":633,"audio_rate":8,"audio_channel":522,"audio_bit_depth":522,"quality":8,"annotation":653,"cate_name":635,"case_input":654,"evaluation_summary":655,"reference_annotation":656,"constraint_validation":657},14867,1385030968,"样例_1.json","{\"case_input\": \"{\\\"clinical_profile\\\": {\\\"substances\\\": [\\\"Alcohol\\\"], \\\"age_years\\\": 46, \\\"sex_or_gender\\\": \\\"Female\\\", \\\"last_use_time\\\": \\\"Approximately 14 hours ago\\\", \\\"medical_comorbidities\\\": [], \\\"psychiatric_comorbidities\\\": []}, \\\"withdrawal_presentation\\\": {\\\"symptoms\\\": [\\\"Marked hand tremor\\\", \\\"Diaphoresis\\\", \\\"Nausea\\\", \\\"Agitation\\\"], \\\"severity\\\": \\\"Severe; autonomic symptoms are present\\\", \\\"vital_signs\\\": {\\\"heart_rate_bpm\\\": 124, \\\"blood_pressure\\\": \\\"168\u002F102 mmHg\\\", \\\"respiratory_rate_per_minute\\\": 20, \\\"oxygen_saturation_percent\\\": 97}, \\\"history_of_withdrawal_seizure\\\": true, \\\"history_of_delirium\\\": true}, \\\"risk_conditions\\\": [{\\\"risk_type\\\": \\\"History of complicated alcohol withdrawal\\\", \\\"present\\\": true, \\\"evidence\\\": \\\"The record documents a prior withdrawal seizure and prior withdrawal-related delirium.\\\", \\\"severity_or_relevance\\\": \\\"High; both severe complications are documented.\\\"}, {\\\"risk_type\\\": \\\"Current autonomic symptoms\\\", \\\"present\\\": true, \\\"evidence\\\": \\\"The presentation includes marked tremor and agitation; recorded heart rate is 124 bpm and blood pressure is 168\u002F102 mmHg.\\\", \\\"severity_or_relevance\\\": \\\"High; symptoms and vital signs warrant close clinical observation.\\\"}], \\\"resource_constraints\\\": {\\\"available_care_settings\\\": [\\\"Outpatient withdrawal clinic\\\", \\\"Emergency department transfer by EMS\\\"], \\\"monitoring_capacity\\\": \\\"The clinic provides daytime checks only; it has no overnight observation capacity.\\\", \\\"staffing_capacity\\\": \\\"A nurse is present from 08:00 to 17:00. No overnight clinical staff are available.\\\", \\\"medication_availability\\\": \\\"Clinician-managed symptom-relief medication is available during clinic hours; no overnight medication administration is available at the clinic.\\\", \\\"transfer_limitations\\\": \\\"EMS transfer can be requested at any time; acceptance at a receiving hospital is not guaranteed immediately.\\\"}, \\\"proposed_recommendation\\\": {\\\"recommended_level_of_care\\\": \\\"Ambulatory outpatient withdrawal management\\\", \\\"recommended_setting\\\": \\\"Return home with weekday visits to the outpatient clinic\\\", \\\"monitoring_plan\\\": \\\"Clinic checks once daily on weekdays; no overnight observation or scheduled overnight assessment.\\\", \\\"recommendation_rationale\\\": \\\"The plan uses the outpatient clinic as the on-site service and relies on daily follow-up.\\\"}}\", \"evaluation_summary\": \"A proposed home-based outpatient plan is inconsistent with the documented severe alcohol-withdrawal risks and the clinic's limited monitoring capacity.\", \"reference_annotation\": \"{\\\"recommendation_satisfies_constraints\\\": false, \\\"conflict_points\\\": [\\\"Ambulatory outpatient care does not match the documented severe presentation and history of both withdrawal seizure and delirium.\\\", \\\"Daytime-only clinic checks and the absence of overnight clinical observation do not provide the monitoring capacity described as relevant to this patient's documented risks.\\\"], \\\"adjudication_rationale\\\": \\\"The proposed plan sends the patient home with weekday visits despite severe symptoms, elevated recorded vital signs, and documented prior seizure and delirium. The clinic lacks overnight clinical monitoring, so the recommendation does not satisfy the stated clinical and resource constraints.\\\"}\", \"constraint_validation\": \"{\\\"meets_constraints\\\": false, \\\"conflict_points\\\": [\\\"Ambulatory outpatient care does not match the documented severe presentation and history of both withdrawal seizure and delirium.\\\", \\\"Daytime-only clinic checks and the absence of overnight clinical observation do not provide the monitoring capacity described as relevant to this patient's documented risks.\\\"], \\\"conflict_count\\\": 2, \\\"reviewed_dimensions\\\": [\\\"Clinical risk\\\", \\\"Monitoring\\\", \\\"Staffing\\\", \\\"Transfer feasibility\\\"], \\\"validation_summary\\\": \\\"The outpatient plan conflicts with the documented severe presentation and prior complications, and the clinic cannot provide overnight clinical monitoring.\\\"}\"}","{\"clinical_profile\": {\"substances\": [\"Alcohol\"], \"age_years\": 46, \"sex_or_gender\": \"Female\", \"last_use_time\": \"Approximately 14 hours ago\", \"medical_comorbidities\": [], \"psychiatric_comorbidities\": []}, \"withdrawal_presentation\": {\"symptoms\": [\"Marked hand tremor\", \"Diaphoresis\", \"Nausea\", \"Agitation\"], \"severity\": \"Severe; autonomic symptoms are present\", \"vital_signs\": {\"heart_rate_bpm\": 124, \"blood_pressure\": \"168\u002F102 mmHg\", \"respiratory_rate_per_minute\": 20, \"oxygen_saturation_percent\": 97}, \"history_of_withdrawal_seizure\": true, \"history_of_delirium\": true}, \"risk_conditions\": [{\"risk_type\": \"History of complicated alcohol withdrawal\", \"present\": true, \"evidence\": \"The record documents a prior withdrawal seizure and prior withdrawal-related delirium.\", \"severity_or_relevance\": \"High; both severe complications are documented.\"}, {\"risk_type\": \"Current autonomic symptoms\", \"present\": true, \"evidence\": \"The presentation includes marked tremor and agitation; recorded heart rate is 124 bpm and blood pressure is 168\u002F102 mmHg.\", \"severity_or_relevance\": \"High; symptoms and vital signs warrant close clinical observation.\"}], \"resource_constraints\": {\"available_care_settings\": [\"Outpatient withdrawal clinic\", \"Emergency department transfer by EMS\"], \"monitoring_capacity\": \"The clinic provides daytime checks only; it has no overnight observation capacity.\", \"staffing_capacity\": \"A nurse is present from 08:00 to 17:00. No overnight clinical staff are available.\", \"medication_availability\": \"Clinician-managed symptom-relief medication is available during clinic hours; no overnight medication administration is available at the clinic.\", \"transfer_limitations\": \"EMS transfer can be requested at any time; acceptance at a receiving hospital is not guaranteed immediately.\"}, \"proposed_recommendation\": {\"recommended_level_of_care\": \"Ambulatory outpatient withdrawal management\", \"recommended_setting\": \"Return home with weekday visits to the outpatient clinic\", \"monitoring_plan\": \"Clinic checks once daily on weekdays; no overnight observation or scheduled overnight assessment.\", \"recommendation_rationale\": \"The plan uses the outpatient clinic as the on-site service and relies on daily follow-up.\"}}","A proposed home-based outpatient plan is inconsistent with the documented severe alcohol-withdrawal risks and the clinic's limited monitoring capacity.","{\"recommendation_satisfies_constraints\": false, \"conflict_points\": [\"Ambulatory outpatient care does not match the documented severe presentation and history of both withdrawal seizure and delirium.\", \"Daytime-only clinic checks and the absence of overnight clinical observation do not provide the monitoring capacity described as relevant to this patient's documented risks.\"], \"adjudication_rationale\": \"The proposed plan sends the patient home with weekday visits despite severe symptoms, elevated recorded vital signs, and documented prior seizure and delirium. The clinic lacks overnight clinical monitoring, so the recommendation does not satisfy the stated clinical and resource constraints.\"}","{\"meets_constraints\": false, \"conflict_points\": [\"Ambulatory outpatient care does not match the documented severe presentation and history of both withdrawal seizure and delirium.\", \"Daytime-only clinic checks and the absence of overnight clinical observation do not provide the monitoring capacity described as relevant to this patient's documented risks.\"], \"conflict_count\": 2, \"reviewed_dimensions\": [\"Clinical risk\", \"Monitoring\", \"Staffing\", \"Transfer feasibility\"], \"validation_summary\": \"The outpatient plan conflicts with the documented severe presentation and prior complications, and the clinic cannot provide overnight clinical monitoring.\"}","{\"case_input\":\"{\\\"clinical_profile\\\": {\\\"substances\\\": [\\\"Benzodiazepines\\\"], \\\"age_years\\\": 38, \\\"sex_or_gender\\\": \\\"Nonbinary\\\", \\\"last_use_time\\\": \\\"Approximately 30 hours ago; the case documents interruption of long-term daily use\\\", \\\"medical_comorbidities\\\": [], \\\"psychiatric_comorbidities\\\": []}, \\\"withdrawal_presentation\\\": {\\\"symptoms\\\": [\\\"Hand tremor\\\", \\\"Sweating\\\", \\\"Insomnia\\\", \\\"Nausea\\\"], \\\"severity\\\": \\\"Moderate symptoms with a documented risk history\\\", \\\"vital_signs\\\": {\\\"heart_rate_bpm\\\": 96, \\\"blood_pressure\\\": \\\"138\\\u002F86 mmHg\\\", \\\"respiratory_rate_per_minute\\\": 17, \\\"oxygen_saturation_percent\\\": 98}, \\\"history_of_withdrawal_seizure\\\": true, \\\"history_of_delirium\\\": false}, \\\"risk_conditions\\\": [{\\\"risk_type\\\": \\\"Prior benzodiazepine-withdrawal seizure\\\", \\\"present\\\": true, \\\"evidence\\\": \\\"A prior seizure during benzodiazepine withdrawal is documented.\\\", \\\"severity_or_relevance\\\": \\\"High; a severe withdrawal complication is part of the documented history.\\\"}, {\\\"risk_type\\\": \\\"Interruption of long-term daily benzodiazepine use\\\", \\\"present\\\": true, \\\"evidence\\\": \\\"The case documents long-term daily use followed by cessation approximately 30 hours before assessment.\\\", \\\"severity_or_relevance\\\": \\\"Relevant to withdrawal management in combination with the documented prior withdrawal seizure.\\\"}], \\\"resource_constraints\\\": {\\\"available_care_settings\\\": [\\\"Nonmedical residential program\\\", \\\"Emergency department transfer by EMS\\\"], \\\"monitoring_capacity\\\": \\\"Residential staff make nonclinical rounds every four hours; continuous clinical observation is unavailable.\\\", \\\"staffing_capacity\\\": \\\"Nonclinical residential staff are present overnight; no nurse or physician is on site overnight.\\\", \\\"medication_availability\\\": \\\"The residential program does not provide clinician-managed benzodiazepine withdrawal medication or a taper service.\\\", \\\"transfer_limitations\\\": \\\"EMS can be called at any time for emergency transfer. A routine transfer requires acceptance by another facility.\\\"}, \\\"proposed_recommendation\\\": {\\\"recommended_level_of_care\\\": \\\"Continue residential support without medical withdrawal management\\\", \\\"recommended_setting\\\": \\\"Nonmedical residential program\\\", \\\"monitoring_plan\\\": \\\"Nonclinical staff rounds every four hours; no scheduled overnight clinician assessment.\\\", \\\"recommendation_rationale\\\": \\\"The recorded vital signs are not described as acutely unstable, and residential staff can provide routine checks.\\\"}}\",\"evaluation_summary\":\"A nonmedical residential plan conflicts with the documented benzodiazepine-withdrawal risk history and the program's limited clinical monitoring and medication resources.\",\"reference_annotation\":\"{\\\"recommendation_satisfies_constraints\\\": false, \\\"conflict_points\\\": [\\\"A nonmedical residential setting does not address the documented prior benzodiazepine-withdrawal seizure and current interruption of long-term daily use.\\\", \\\"Four-hour nonclinical rounds and the absence of overnight clinical staff or clinician-managed withdrawal medication do not meet the documented monitoring and medication-management needs.\\\"], \\\"adjudication_rationale\\\": \\\"Although the recorded vital signs are not described as acutely unstable, the case documents a prior withdrawal seizure and recent interruption of long-term daily benzodiazepine use. The proposed nonmedical setting lacks overnight clinical staffing and clinician-managed withdrawal medication, so the recommendation does not satisfy the stated risk and resource constraints.\\\"}\",\"constraint_validation\":\"{\\\"meets_constraints\\\": false, \\\"conflict_points\\\": [\\\"A nonmedical residential setting does not address the documented prior benzodiazepine-withdrawal seizure and current interruption of long-term daily use.\\\", \\\"Four-hour nonclinical rounds and the absence of overnight clinical staff or clinician-managed withdrawal medication do not meet the documented monitoring and medication-management needs.\\\"], \\\"conflict_count\\\": 2, \\\"reviewed_dimensions\\\": [\\\"Clinical risk\\\", \\\"Monitoring\\\", \\\"Staffing\\\", \\\"Medication\\\", \\\"Transfer feasibility\\\"], \\\"validation_summary\\\": \\\"The recommendation relies on nonmedical residential checks despite a documented prior withdrawal seizure; clinical monitoring and withdrawal medication management are not available in that setting.\\\"}\"}","MOBIUSI INC","https:\u002F\u002Fstatic.mobiusi.com\u002Fmobiwusi\u002F20250829\u002F7bf4ac62b4533e2b809998a6f1c5491e.png?Expires=1792463130&OSSAccessKeyId=LTAI5tH8MQqhgeiAtrzCHrxM&Signature=v6Tr8jBrdm4s5wU1SnnyGsYg%2Bhw%3D&x-oss-process=image%2Fresize%2Cm_fill%2Cw_35%2Ch_35",[662,668],{"type":663,"title":664,"count_data":665},"bar","Length distribution",[666],{"name":667,"value":483},"1k lower",{"type":669,"title":670,"count_data":671},"pie","Language distribution",[672],{"name":673,"value":483},"English"]