{
  "schemaVersion": 2,
  "product": "Lifestyle Atelier",
  "lastTechnicalInventory": "2026-08-01",
  "registryUpdatedAt": "2026-08-01",
  "clinicalReview": {
    "status": "pending-independent-review",
    "scope": "No complete independent clinician or pharmacist review has been recorded."
  },
  "reviewPolicy": {
    "criticalReviewCadenceDays": 180,
    "highReviewCadenceDays": 365,
    "technicalLinkCheckCadenceDays": 90,
    "staleAction": "Show the item as pending re-verification; do not silently present it as current.",
    "approvalRequirements": [
      "reviewerRole",
      "reviewedAt",
      "reviewScope",
      "decision",
      "evidenceSnapshot"
    ]
  },
  "claimSchema": {
    "description": "Metadata tối thiểu cho mỗi nhận định y khoa có thể ảnh hưởng tới hành động của người dùng.",
    "requiredFields": [
      "claimId",
      "sourceIds",
      "sourceTitle",
      "directUrl",
      "publicationOrVersionDate",
      "lastReviewedAt",
      "reviewerRole",
      "reviewStatus",
      "jurisdiction",
      "evidenceStrength",
      "limitations"
    ],
    "reviewStatusValues": [
      "draft",
      "link-verified-not-clinically-reviewed",
      "pending-independent-review",
      "approved",
      "needs-reverification",
      "retired"
    ],
    "evidenceStrengthValues": [
      "not-rated",
      "consensus-guideline",
      "systematic-review",
      "observational",
      "educational-reference",
      "estimated-reference",
      "framework-not-clinical"
    ],
    "rule": "Không hiển thị claimStatus=approved nếu thiếu reviewerRole, lastReviewedAt, jurisdiction hoặc evidenceSnapshot."
  },
  "reviewQueue": [
    {
      "id": "first-aid-local-emergency-path",
      "module": "first-aid",
      "reason": "Cần rà soát đường dây cấp cứu và hướng dẫn địa phương tại Việt Nam.",
      "priority": "critical",
      "status": "pending-independent-review"
    },
    {
      "id": "screening-cervical-guideline-refresh",
      "module": "screening-and-immunization",
      "reason": "Nguồn USPSTF hiện ghi nhận cập nhật đang tiến hành; phải tái kiểm chứng khi có bản cuối.",
      "priority": "critical",
      "status": "needs-reverification"
    },
    {
      "id": "medicine-claim-level-mapping",
      "module": "medicines-and-interactions",
      "reason": "Nguồn hiện là hub cấp tổ chức; từng hoạt chất/tương tác cần ánh xạ tới tài liệu trực tiếp.",
      "priority": "critical",
      "status": "pending-independent-review"
    }
  ],
  "reviewStatusDefinitions": {
    "link-verified-not-clinically-reviewed": "The official page, title and version date were checked by a technical reviewer. This is not clinical approval of product wording.",
    "pending-independent-review": "A clinician or pharmacist independent from the implementation work has not yet approved the mapped product content.",
    "approved": "Reserved for content with a named reviewer role, review date, scope and recorded decision. No item currently has this status."
  },
  "citationStandard": {
    "status": "in-progress",
    "requiredFields": [
      "sourceTitleOrOrganisation",
      "directUrlWhenAvailable",
      "publicationOrVersionDateWhenAvailable",
      "internalReviewDate",
      "scopeAndLimitations"
    ]
  },
  "highRiskModules": [
    {
      "id": "first-aid",
      "dataFiles": [
        "firstaid.json"
      ],
      "sourceIds": [
        "aha-adult-bls-2025",
        "redcross-first-aid-current",
        "nhs-burns-2026",
        "cdc-heat-illness-2026",
        "who-snakebite-2023",
        "aha-stroke-signs-2026",
        "rcuk-first-aid-2025",
        "vietnam-emergency-112-2025"
      ],
      "clinicalReview": "pending-independent-review",
      "priority": "critical"
    },
    {
      "id": "medicines-and-interactions",
      "dataFiles": [
        "thuoc.json",
        "thuoc-core.js",
        "tuongtac.json"
      ],
      "sourceIds": [
        "nhs-medicines-current",
        "medlineplus-drugs-current",
        "fda-drug-interactions-current",
        "fda-otc-label-current",
        "rxnorm-approximate-match-current"
      ],
      "clinicalReview": "pending-independent-review",
      "priority": "critical"
    },
    {
      "id": "symptom-red-flags",
      "dataFiles": [
        "trieuchung.json",
        "health.json"
      ],
      "sourceIds": [
        "nhs-conditions-current",
        "medlineplus-health-topics-current"
      ],
      "clinicalReview": "pending-independent-review",
      "priority": "critical"
    },
    {
      "id": "lab-values",
      "dataFiles": [
        "labref.json",
        "labref-core.js"
      ],
      "sourceIds": [
        "niddk-a1c-current",
        "aha-blood-pressure-current",
        "nkf-egfr-current",
        "medlineplus-understand-lab-results-2025"
      ],
      "clinicalReview": "pending-independent-review",
      "priority": "high"
    },
    {
      "id": "screening-and-immunization",
      "dataFiles": [
        "checkup.json"
      ],
      "sourceIds": [
        "cdc-adult-immunization-2025",
        "cdc-pneumococcal-adults-2026",
        "acs-breast-screening-2026",
        "uspstf-breast-screening-2024",
        "uspstf-colorectal-screening-2021",
        "uspstf-lung-screening-2021",
        "uspstf-cervical-screening-2018",
        "uspstf-osteoporosis-screening-2025"
      ],
      "clinicalReview": "pending-independent-review",
      "priority": "critical"
    },
    {
      "id": "ai-assistant",
      "dataFiles": [],
      "sourceIds": [],
      "clinicalReview": "not-applicable-generated-output",
      "priority": "critical"
    }
  ],
  "moduleEvidence": [
    {
      "id": "vietnamese-meal-plate",
      "label": "Đĩa ăn Việt & ước tính dinh dưỡng",
      "dataFiles": [
        "monan.json",
        "monan-core.js",
        "monan-ai.js"
      ],
      "sourceIds": [
        "who-healthy-diet-2026",
        "google-gemini-pricing-2026"
      ],
      "evidenceStrength": "estimated-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Nhận diện ảnh chỉ đề xuất tên món; người dùng phải xác nhận tên và số phần. Calo, protein và khẩu phần là ước tính tham khảo; công thức, nguyên liệu, dầu, sốt, đường và kích thước thực tế có thể làm kết quả thay đổi đáng kể. Tầng API miễn phí có hạn mức và điều khoản xử lý dữ liệu của Google."
    },
    {
      "id": "nutrition-map",
      "label": "Bản đồ dinh dưỡng cá nhân & mã vạch",
      "dataFiles": [
        "nutrition.json",
        "monan.json"
      ],
      "sourceIds": [
        "who-healthy-diet-2026"
      ],
      "evidenceStrength": "estimated-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "BMR, TDEE, nhu cầu và thực đơn là ước tính quần thể, không phải đơn thuốc dinh dưỡng. Dữ liệu sản phẩm Open Food Facts do cộng đồng đóng góp có thể thiếu hoặc sai và phải đối chiếu nhãn bao bì."
    },
    {
      "id": "sleep-and-activity",
      "label": "Giấc ngủ & vận động",
      "dataFiles": [
        "wellness.json"
      ],
      "sourceIds": [
        "who-physical-activity-2024",
        "cdc-sleep-current"
      ],
      "evidenceStrength": "educational-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Chu kỳ 90 phút, nhịp tim tối đa, giờ ngủ và lịch tập là ước tính quần thể. Nhật ký tự khai chỉ giúp nhận diện xu hướng, không chẩn đoán mất ngủ hay ngưng thở khi ngủ."
    },
    {
      "id": "medical-glossary",
      "label": "Thuật ngữ y khoa & liên kết công cụ",
      "dataFiles": [
        "glossary.json"
      ],
      "sourceIds": [
        "medlineplus-health-topics-current",
        "medlineplus-drugs-current",
        "nkf-egfr-current",
        "aha-adult-bls-2025"
      ],
      "evidenceStrength": "educational-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Định nghĩa đã rút gọn để dễ đọc, không bao quát mọi ngoại lệ chuyên ngành và không thay thế đánh giá hoặc hướng dẫn điều trị."
    },
    {
      "id": "source-library",
      "label": "Thư viện nguồn & registry minh bạch",
      "dataFiles": [
        "library.json",
        "content-governance.json"
      ],
      "sourceIds": [],
      "evidenceStrength": "framework-not-clinical",
      "reviewStatus": "not-applicable-non-clinical-framework",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Danh mục và trạng thái kiểm tra kỹ thuật giúp truy xuất nguồn nhưng không chứng nhận mọi nội dung của tổ chức nguồn hoặc thay thế phản biện lâm sàng từng nhận định."
    },
    {
      "id": "family-medicine-cabinet",
      "label": "Tủ thuốc gia đình & hồ sơ thận trọng",
      "dataFiles": [
        "thuoc.json",
        "tuongtac.json"
      ],
      "sourceIds": [
        "nhs-medicines-current",
        "medlineplus-drugs-current",
        "fda-drug-interactions-current"
      ],
      "evidenceStrength": "educational-reference",
      "reviewStatus": "pending-independent-review",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Khớp gần đúng và OCR chỉ tạo ứng viên để người dùng đối chiếu tên/hoạt chất, hàm lượng và dạng dùng trên nhãn; không xác nhận danh tính thuốc. Bộ lọc có thể bỏ sót bệnh nền, hoạt chất hoặc tương tác; không dùng để quyết định uống, đổi liều hay ngừng thuốc."
    },
    {
      "id": "body-map",
      "label": "Bản đồ cơ thể & câu hỏi tự quan sát",
      "dataFiles": [
        "bodymap.json",
        "bodymap-core.js",
        "trieuchung.json"
      ],
      "sourceIds": [
        "nhs-conditions-current",
        "medlineplus-health-topics-current",
        "medlineplus-anatomy-current",
        "medlineplus-talking-doctor-current",
        "aha-heart-attack-signs-current",
        "aha-fast-stroke-2025",
        "nhlbi-heart-2022",
        "nhlbi-lungs-2022",
        "niddk-digestive-current",
        "niddk-kidneys-current"
      ],
      "evidenceStrength": "educational-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Atlas chỉ giải thích giải phẫu–chức năng ở mức giáo dục; triệu chứng thường không đặc hiệu. Cổng cờ đỏ chỉ định tuyến thận trọng, không tính xác suất bệnh, không chẩn đoán, không loại trừ cấp cứu và chưa được bác sĩ độc lập phê duyệt."
    },
    {
      "id": "beauty-skin-self-check",
      "label": "Beauty & tự quan sát da",
      "dataFiles": [
        "beauty.json",
        "beauty-core.js"
      ],
      "sourceIds": [
        "aad-acne-care-2022",
        "aad-dry-oily-skin-current",
        "aad-product-test-2021",
        "aad-sunscreen-2025",
        "aad-pregnancy-skin-2025",
        "aad-skin-cancer-warning-2024"
      ],
      "evidenceStrength": "educational-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Câu trả lời tự khai và ảnh chịu ảnh hưởng bởi ánh sáng, mỹ phẩm, thiết bị và cách quan sát; gợi ý chăm sóc không thay cho khám da liễu."
    },
    {
      "id": "personal-color",
      "label": "Personal Color & thử màu",
      "dataFiles": [
        "beauty.json",
        "atelier-swatch.js",
        "beauty-core.js"
      ],
      "sourceIds": [
        "skin-photo-white-balance-2010"
      ],
      "evidenceStrength": "framework-not-clinical",
      "reviewStatus": "not-applicable-non-clinical-framework",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Đây là khung thử phong cách chủ quan, không phải xét nghiệm sinh học. Ánh sáng, cân bằng trắng, màn hình, trang điểm và sở thích cá nhân có thể đổi kết quả."
    },
    {
      "id": "adaptive-learning",
      "label": "Trung tâm học tập & lịch ôn thích ứng",
      "dataFiles": [
        "cards.json",
        "learn-core.js"
      ],
      "sourceIds": [],
      "evidenceStrength": "framework-not-clinical",
      "reviewStatus": "not-applicable-non-clinical-framework",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Lịch ôn dựa trên mức tự chấm và lịch sử của thiết bị, chỉ giúp tổ chức việc ghi nhớ. Số thẻ thuộc chắc, điểm yếu và lịch hẹn không đo năng lực y khoa, không xác nhận người học hiểu đúng và không thay thế đào tạo chuyên môn."
    },
    {
      "id": "calm-breathing",
      "label": "Góc hít thở & nhật ký bình tâm",
      "dataFiles": [
        "breathe.json",
        "breathe.js"
      ],
      "sourceIds": [
        "nccih-relaxation-current",
        "balban-breathwork-2023"
      ],
      "evidenceStrength": "educational-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Điểm trước–sau là cảm nhận tự khai; bài thở không đo nhịp tim, HRV hoặc hiệu quả điều trị. Tỷ lệ nhịp cố định không phù hợp với mọi người và không được dùng để trì hoãn đánh giá triệu chứng mới hoặc nặng."
    },
    {
      "id": "habit-garden",
      "label": "Vườn thói quen & kế hoạch nếu–thì",
      "dataFiles": [
        "habits.json",
        "habits-core.js"
      ],
      "sourceIds": [
        "lally-habit-formation-2010",
        "gollwitzer-sheeran-2006"
      ],
      "evidenceStrength": "behavior-change-reference",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "Chuỗi ngày và tỷ lệ hoàn thành chỉ phản ánh thao tác tự ghi. Mốc 66 ngày không phải hạn chót cá nhân; kế hoạch nếu–thì có hiệu quả trung bình ở cấp nghiên cứu nhưng không bảo đảm một thói quen cụ thể sẽ hình thành."
    },
    {
      "id": "child-growth-5-19",
      "label": "BMI theo tuổi & nhật ký tăng trưởng 5–19",
      "dataFiles": [
        "growth.json",
        "growth-core.js"
      ],
      "sourceIds": [
        "who-growth-reference-5-19-current",
        "who-anthroplus-1-1-0"
      ],
      "evidenceStrength": "official-reference-data",
      "reviewStatus": "link-verified-not-clinically-reviewed",
      "lastTechnicalReviewAt": "2026-07-31",
      "limitations": "BMI theo tuổi là một chỉ báo sàng lọc, không đánh giá trực tiếp thành phần cơ thể, chiều cao theo tuổi, dậy thì hoặc nguyên nhân thay đổi cân nặng. Số tự nhập và thay đổi z-score cần được kiểm tra cùng phép đo chuẩn và bác sĩ nhi."
    }
  ],
  "sourceRegistry": [
    {
      "id": "who-growth-reference-5-19-current",
      "sourceTitle": "BMI-for-age (5–19 years) — WHO Reference 2007",
      "organisation": "World Health Organization",
      "directUrl": "https://www.who.int/toolkits/growth-reference-data-for-5to19-years/indicators/bmi-for-age",
      "publicationOrVersionDate": "WHO Reference 2007; accessed 2026-07-31",
      "jurisdiction": "Global growth reference for school-age children and adolescents",
      "mappedScope": "BMI-for-age z-score cut-offs, charts, tables and computation resources for ages 5–19",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "BMI-for-age is a screening reference and does not diagnose nutritional, endocrine or developmental conditions in an individual child."
    },
    {
      "id": "who-anthroplus-1-1-0",
      "sourceTitle": "anthroplus — WHO 2007 references for school-age children and adolescents",
      "organisation": "World Health Organization GitHub organisation / CRAN package authors",
      "directUrl": "https://github.com/WorldHealthOrganization/anthroplus",
      "publicationOrVersionDate": "Version 1.1.0 published 2026-02-26; repository accessed 2026-07-31",
      "jurisdiction": "Global; open-source reference implementation",
      "mappedScope": "Official monthly bfawho2007 LMS values and reference z-score computation",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Software and reference data accuracy do not validate caregiver-entered measurements or provide an individual clinical interpretation."
    },
    {
      "id": "fda-otc-label-current",
      "sourceTitle": "The Over-the-Counter Drug Facts Label",
      "organisation": "U.S. Food and Drug Administration",
      "directUrl": "https://www.fda.gov/drugs/understanding-over-counter-medicines/over-counter-drug-facts-label",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States; label principles used only as general safety education",
      "mappedScope": "Active ingredient, amount per dosage unit, uses, warnings and directions; same brand may have different active ingredients",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Vietnamese medicine labels and regulatory requirements differ; the source does not validate a locally marketed product or this catalog."
    },
    {
      "id": "rxnorm-approximate-match-current",
      "sourceTitle": "Approximate Matching in the RxNorm API",
      "organisation": "U.S. National Library of Medicine",
      "directUrl": "https://lhncbc.nlm.nih.gov/RxNav/news/RxNormApproxMatch.html",
      "publicationOrVersionDate": "Current documentation; accessed 2026-07-31",
      "jurisdiction": "United States terminology; candidate matching only",
      "mappedScope": "Conservative typo and extra-token medicine-name candidate matching with manual review",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Approximate matching has lower precision than exact matching; candidates require manual label review and RxNorm coverage is not a Vietnamese product registry."
    },
    {
      "id": "google-gemini-pricing-2026",
      "sourceTitle": "Gemini Developer API Pricing",
      "organisation": "Google AI for Developers",
      "directUrl": "https://ai.google.dev/gemini-api/docs/pricing",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "Service terms and availability vary by region",
      "mappedScope": "Free-tier availability, rate-limit boundary and disclosure that free-tier content may be used to improve Google products",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Pricing, model eligibility, quotas and data-use terms may change; users must review their Google AI Studio project terms before upload."
    },
    {
      "id": "aha-adult-bls-2025",
      "sourceTitle": "2025 American Heart Association Guidelines for Cardiopulmonary Resuscitation and Emergency Cardiovascular Care — Adult Basic Life Support",
      "organisation": "American Heart Association",
      "directUrl": "https://cpr.heart.org/en/resuscitation-science/cpr-and-ecc-guidelines/adult-basic-life-support",
      "publicationOrVersionDate": "2025",
      "jurisdiction": "International evidence base with emergency-system details that may vary locally",
      "mappedScope": "Adult CPR and severe foreign-body airway obstruction only",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Does not by itself validate every first-aid scenario or Vietnamese emergency-service wording in the product."
    },
    {
      "id": "cdc-adult-immunization-2025",
      "sourceTitle": "Adult Immunization Schedule by Age",
      "organisation": "U.S. Centers for Disease Control and Prevention",
      "directUrl": "https://www.cdc.gov/vaccines/hcp/imz-schedules/adult-age-compliant.html",
      "publicationOrVersionDate": "2025-07-02",
      "jurisdiction": "United States",
      "mappedScope": "Adult vaccine schedule reference",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Not a Vietnamese vaccination schedule; recommendations and product availability can differ by country and individual risk."
    },
    {
      "id": "uspstf-breast-screening-2024",
      "sourceTitle": "Breast Cancer: Screening — Final Recommendation Statement",
      "organisation": "U.S. Preventive Services Task Force",
      "directUrl": "https://www.uspreventiveservicestaskforce.org/uspstf/recommendation/breast-cancer-screening",
      "publicationOrVersionDate": "2024-04-30",
      "jurisdiction": "United States",
      "mappedScope": "Average-risk breast cancer screening",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Does not cover every high-risk condition and must not be presented as Vietnamese national guidance."
    },
    {
      "id": "cdc-pneumococcal-adults-2026",
      "sourceTitle": "Pneumococcal Vaccine Recommendations",
      "organisation": "U.S. Centers for Disease Control and Prevention",
      "directUrl": "https://www.cdc.gov/pneumococcal/hcp/vaccine-recommendations/index.html",
      "publicationOrVersionDate": "2026-02-25",
      "jurisdiction": "United States",
      "mappedScope": "Adult pneumococcal vaccination age and product pathways",
      "technicalVerificationDate": "2026-08-01",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Not a Vietnamese vaccination schedule; prior doses, risk conditions and local product availability change the recommendation."
    },
    {
      "id": "acs-breast-screening-2026",
      "sourceTitle": "Breast Cancer Screening Guidelines",
      "organisation": "American Cancer Society",
      "directUrl": "https://www.cancer.org/health-care-professionals/american-cancer-society-prevention-early-detection-guidelines/breast-cancer-screening-guidelines.html",
      "publicationOrVersionDate": "Current page; accessed 2026-08-01",
      "jurisdiction": "United States",
      "mappedScope": "Average-risk breast screening options and high-risk caveats",
      "technicalVerificationDate": "2026-08-01",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "ACS and USPSTF intervals differ; this source does not replace individualized clinical assessment or Vietnamese guidance."
    },
    {
      "id": "redcross-first-aid-current",
      "sourceTitle": "First Aid Steps",
      "organisation": "American Red Cross",
      "directUrl": "https://www.redcross.org/take-a-class/first-aid/performing-first-aid/first-aid-steps",
      "publicationOrVersionDate": "Current page; accessed 2026-07-30",
      "jurisdiction": "United States; general public first-aid principles",
      "mappedScope": "Initial scene check, emergency activation and first-aid response framework",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Emergency numbers and training pathways must be localized for Vietnam; the page does not validate all 16 scenarios."
    },
    {
      "id": "nhs-burns-2026",
      "sourceTitle": "Burns and scalds",
      "organisation": "NHS",
      "directUrl": "https://www.nhs.uk/conditions/burns-and-scalds/",
      "publicationOrVersionDate": "2026-03-31 review",
      "jurisdiction": "United Kingdom",
      "mappedScope": "Immediate cooling, prohibited home remedies and escalation signs for burns",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "UK emergency pathways and service numbers do not apply in Vietnam."
    },
    {
      "id": "cdc-heat-illness-2026",
      "sourceTitle": "Heat-related Illnesses",
      "organisation": "U.S. CDC / NIOSH",
      "directUrl": "https://www.cdc.gov/niosh/heat-stress/about/illnesses.html",
      "publicationOrVersionDate": "2026-03-03",
      "jurisdiction": "United States; occupational context",
      "mappedScope": "Heat stroke, heat exhaustion and immediate cooling/escalation",
      "technicalVerificationDate": "2026-08-01",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Written mainly for workers; emergency number and local service details must be adapted for Vietnam. Sweating may persist in exertional heat stroke, so skin dryness cannot be required for recognition."
    },
    {
      "id": "aha-stroke-signs-2026",
      "sourceTitle": "Stroke Symptoms and Warning Signs",
      "organisation": "American Stroke Association / American Heart Association",
      "directUrl": "https://www.stroke.org/en/about-stroke/stroke-symptoms",
      "publicationOrVersionDate": "Current page; technical access 2026-08-01, related guideline update 2026",
      "jurisdiction": "United States; emergency number localized in product to Vietnam 115",
      "mappedScope": "B.E.F.A.S.T recognition, emergency activation, symptom-onset time and emergency assessment even if symptoms resolve",
      "technicalVerificationDate": "2026-08-01",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "B.E.F.A.S.T improves public recognition but cannot detect every stroke or exclude stroke when the checklist is negative."
    },
    {
      "id": "rcuk-first-aid-2025",
      "sourceTitle": "First Aid Guidelines — 2025 Resuscitation Guidelines",
      "organisation": "Resuscitation Council UK",
      "directUrl": "https://www.resus.org.uk/professional-library/2025-resuscitation-guidelines/first-aid-guidelines",
      "publicationOrVersionDate": "2025-10-27",
      "jurisdiction": "United Kingdom; public first-aid principles with emergency number localized for Vietnam",
      "mappedScope": "Public first aid for anaphylaxis and drowning, including safe positioning, prescribed adrenaline auto-injector use, safe rescue, initial rescue breaths, CPR and AED use",
      "technicalVerificationDate": "2026-08-01",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Auto-injector brands, prescribed doses, availability and emergency pathways vary; product wording does not authorize untrained syringe-and-ampoule administration."
    },
    {
      "id": "vietnam-emergency-112-2025",
      "sourceTitle": "Nghị định 200/2025/NĐ-CP — tổng đài 112 tiếp nhận thông tin sự cố, thiên tai, thảm họa và liên thông 113/114/115",
      "organisation": "Chính phủ Việt Nam / Cơ sở dữ liệu quốc gia về văn bản pháp luật",
      "directUrl": "https://vbpl.moj.gov.vn/bonongnghiep/Pages/vbpq-toanvan.aspx?ItemID=179784",
      "publicationOrVersionDate": "2025-07-09",
      "jurisdiction": "Vietnam",
      "mappedScope": "Role of 112 for incidents, natural disasters and disasters; interconnection with 113, 114 and 115",
      "technicalVerificationDate": "2026-08-01",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "This legal source establishes the 112 system but does not replace direct local medical-emergency instructions or guarantee identical dispatch coverage in every locality."
    },
    {
      "id": "who-snakebite-2023",
      "sourceTitle": "Snakebite envenoming",
      "organisation": "World Health Organization",
      "directUrl": "https://www.who.int/news-room/fact-sheets/detail/snakebite-envenoming",
      "publicationOrVersionDate": "2023-09-12",
      "jurisdiction": "Global",
      "mappedScope": "Snakebite severity, urgent treatment and antivenom context",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "This fact sheet is not a complete community first-aid protocol and does not replace Vietnamese poison-centre guidance."
    },
    {
      "id": "nhs-medicines-current",
      "sourceTitle": "Medicines A to Z",
      "organisation": "NHS",
      "directUrl": "https://www.nhs.uk/medicines/",
      "publicationOrVersionDate": "Continuously maintained; accessed 2026-07-30",
      "jurisdiction": "United Kingdom",
      "mappedScope": "Public-facing medicine use, side effects and precautions",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Availability, labels and prescribing rules may differ in Vietnam; each medicine still requires claim-level mapping."
    },
    {
      "id": "medlineplus-drugs-current",
      "sourceTitle": "Drugs, Herbs and Supplements",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/druginformation.html",
      "publicationOrVersionDate": "Continuously maintained; accessed 2026-07-30",
      "jurisdiction": "United States",
      "mappedScope": "Consumer drug information, dosage context, adverse effects and precautions",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "A catalogue hub is not evidence that every local drug record matches its latest monograph."
    },
    {
      "id": "fda-drug-interactions-current",
      "sourceTitle": "Drug Interactions: What You Should Know",
      "organisation": "U.S. Food and Drug Administration",
      "directUrl": "https://www.fda.gov/drugs/resources-drugs/drug-interactions-what-you-should-know",
      "publicationOrVersionDate": "Current page; accessed 2026-07-30",
      "jurisdiction": "United States",
      "mappedScope": "Interaction types, label warnings and duplicate active-ingredient risk",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "General consumer guidance; individual interaction pairs require their own authoritative evidence."
    },
    {
      "id": "nhs-conditions-current",
      "sourceTitle": "Conditions A to Z",
      "organisation": "NHS",
      "directUrl": "https://www.nhs.uk/conditions/",
      "publicationOrVersionDate": "Continuously maintained; accessed 2026-07-30",
      "jurisdiction": "United Kingdom",
      "mappedScope": "Public symptom descriptions and escalation language",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "UK care pathways and emergency services must not be copied directly into Vietnamese guidance."
    },
    {
      "id": "medlineplus-health-topics-current",
      "sourceTitle": "Health Topics",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/healthtopics.html",
      "publicationOrVersionDate": "Continuously maintained; accessed 2026-07-30",
      "jurisdiction": "United States",
      "mappedScope": "Consumer symptom and condition reference",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Topic-level reference only; nonspecific symptoms must not be converted into diagnostic probabilities."
    },
    {
      "id": "medlineplus-anatomy-current",
      "sourceTitle": "Anatomy",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/anatomy.html",
      "publicationOrVersionDate": "Continuously maintained; accessed 2026-07-31",
      "jurisdiction": "United States; general anatomy education",
      "mappedScope": "Body-part and body-system anatomy navigation",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "A topic hub supports basic structure education but does not validate diagnostic or treatment guidance."
    },
    {
      "id": "medlineplus-talking-doctor-current",
      "sourceTitle": "Talking With Your Doctor",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/talkingwithyourdoctor.html",
      "publicationOrVersionDate": "Continuously maintained; accessed 2026-07-31",
      "jurisdiction": "United States; general communication guidance",
      "mappedScope": "Preparation of symptom, medicine, allergy and question notes for a healthcare visit",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "A note can improve communication but cannot determine diagnosis, urgency or the appropriate examination."
    },
    {
      "id": "aha-heart-attack-signs-current",
      "sourceTitle": "Warning Signs of a Heart Attack",
      "organisation": "American Heart Association",
      "directUrl": "https://www.heart.org/en/health-topics/heart-attack/warning-signs-of-a-heart-attack",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States; emergency activation localized in product to Vietnam 115",
      "mappedScope": "Chest discomfort, radiating discomfort, breathlessness and associated emergency warning signs",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Heart-attack presentations vary and the checklist cannot exclude an emergency when no listed item is selected."
    },
    {
      "id": "aha-fast-stroke-2025",
      "sourceTitle": "Know the stroke signs and save lives this American Stroke Month",
      "organisation": "American Heart Association / American Stroke Association",
      "directUrl": "https://newsroom.heart.org/news/know-the-stroke-signs-and-save-lives-this-american-stroke-month",
      "publicationOrVersionDate": "2025-05-01",
      "jurisdiction": "United States; FAST recognition is broadly used, emergency number localized to Vietnam 115",
      "mappedScope": "FAST face, arm, speech and time warning signs",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "FAST does not detect every stroke presentation and cannot rule out stroke."
    },
    {
      "id": "nhlbi-heart-2022",
      "sourceTitle": "How the Heart Works",
      "organisation": "U.S. National Heart, Lung, and Blood Institute",
      "directUrl": "https://www.nhlbi.nih.gov/health/heart",
      "publicationOrVersionDate": "2022-03-24",
      "jurisdiction": "General anatomy education",
      "mappedScope": "Heart anatomy, circulation, valves and electrical control",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Basic anatomy education does not determine the cause of chest symptoms or select a cardiac test."
    },
    {
      "id": "nhlbi-lungs-2022",
      "sourceTitle": "How the Lungs Work",
      "organisation": "U.S. National Heart, Lung, and Blood Institute",
      "directUrl": "https://www.nhlbi.nih.gov/health/lungs",
      "publicationOrVersionDate": "2022-03-24",
      "jurisdiction": "General anatomy education",
      "mappedScope": "Airways, alveolar gas exchange, respiratory muscles and neural control",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Basic lung education cannot interpret breathlessness, pulse oximetry or spirometry for an individual."
    },
    {
      "id": "niddk-digestive-current",
      "sourceTitle": "Your Digestive System & How it Works",
      "organisation": "U.S. National Institute of Diabetes and Digestive and Kidney Diseases",
      "directUrl": "https://www.niddk.nih.gov/health-information/digestive-diseases/digestive-system-how-it-works",
      "publicationOrVersionDate": "Last reviewed December 2017; accessed 2026-07-31",
      "jurisdiction": "General anatomy education",
      "mappedScope": "Digestive tract, liver, pancreas, gallbladder, digestion and system connections",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "General anatomy content does not diagnose abdominal symptoms or establish the need for endoscopy or imaging."
    },
    {
      "id": "niddk-kidneys-current",
      "sourceTitle": "Your Kidneys & How They Work",
      "organisation": "U.S. National Institute of Diabetes and Digestive and Kidney Diseases",
      "directUrl": "https://www.niddk.nih.gov/health-information/kidney-disease/kidneys-how-they-work",
      "publicationOrVersionDate": "Last reviewed June 2018; accessed 2026-07-31",
      "jurisdiction": "General anatomy education",
      "mappedScope": "Kidney location, filtration, urine formation, fluid/mineral balance and hormonal roles",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "General anatomy content cannot interpret an individual's urine, creatinine or eGFR results."
    },
    {
      "id": "niddk-a1c-current",
      "sourceTitle": "The A1C Test & Diabetes",
      "organisation": "U.S. National Institute of Diabetes and Digestive and Kidney Diseases",
      "directUrl": "https://www.niddk.nih.gov/health-information/diagnostic-tests/a1c-test",
      "publicationOrVersionDate": "Current page; accessed 2026-07-30",
      "jurisdiction": "United States",
      "mappedScope": "A1C meaning, diagnostic ranges and major limitations",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "A1C can be misleading in pregnancy and some haemoglobin or red-cell conditions; lab and clinician interpretation remains required."
    },
    {
      "id": "aha-blood-pressure-current",
      "sourceTitle": "Understanding Blood Pressure Readings",
      "organisation": "American Heart Association",
      "directUrl": "https://www.heart.org/en/health-topics/high-blood-pressure/understanding-blood-pressure-readings",
      "publicationOrVersionDate": "Current page; accessed 2026-07-30",
      "jurisdiction": "United States",
      "mappedScope": "Adult blood-pressure categories and urgent thresholds",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "A single reading is not a diagnosis and thresholds may be framed differently by other national guidelines."
    },
    {
      "id": "nkf-egfr-current",
      "sourceTitle": "Estimated GFR (eGFR) Test",
      "organisation": "National Kidney Foundation",
      "directUrl": "https://www.kidney.org/kidney-topics/estimated-glomerular-filtration-rate-egfr",
      "publicationOrVersionDate": "Current page; accessed 2026-07-30",
      "jurisdiction": "United States",
      "mappedScope": "eGFR interpretation and chronic kidney disease context",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Interpretation depends on persistence, urine findings, age and clinical context; one eGFR value cannot diagnose chronic kidney disease."
    },
    {
      "id": "uspstf-colorectal-screening-2021",
      "sourceTitle": "Colorectal Cancer: Screening — Final Recommendation Statement",
      "organisation": "U.S. Preventive Services Task Force",
      "directUrl": "https://www.uspreventiveservicestaskforce.org/uspstf/document/RecommendationStatementFinal/colorectal-cancer-screening",
      "publicationOrVersionDate": "2021-05-18",
      "jurisdiction": "United States",
      "mappedScope": "Average-risk colorectal cancer screening",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Does not apply to symptomatic people or those with high-risk history; Vietnamese access and pathways differ."
    },
    {
      "id": "uspstf-lung-screening-2021",
      "sourceTitle": "Lung Cancer: Screening — Final Recommendation Statement",
      "organisation": "U.S. Preventive Services Task Force",
      "directUrl": "https://www.uspreventiveservicestaskforce.org/uspstf/document/RecommendationStatementFinal/lung-cancer-screening",
      "publicationOrVersionDate": "2021-03-09",
      "jurisdiction": "United States",
      "mappedScope": "Annual LDCT eligibility for adults at high risk from smoking",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Requires accurate smoking history and shared decision-making; local availability and follow-up capacity matter."
    },
    {
      "id": "uspstf-cervical-screening-2018",
      "sourceTitle": "Cervical Cancer: Screening — Final Recommendation Statement",
      "organisation": "U.S. Preventive Services Task Force",
      "directUrl": "https://www.uspreventiveservicestaskforce.org/uspstf/document/RecommendationStatementFinal/cervical-cancer-screening",
      "publicationOrVersionDate": "2018-08-21; update in progress at verification",
      "jurisdiction": "United States",
      "mappedScope": "Average-risk cervical cancer screening",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "An update is in progress; the module must be flagged for re-verification when a new final statement is released."
    },
    {
      "id": "uspstf-osteoporosis-screening-2025",
      "sourceTitle": "Osteoporosis to Prevent Fractures: Screening",
      "organisation": "U.S. Preventive Services Task Force",
      "directUrl": "https://www.uspreventiveservicestaskforce.org/uspstf/recommendation/osteoporosis-screening",
      "publicationOrVersionDate": "2025-01-14",
      "jurisdiction": "United States",
      "mappedScope": "Screening women 65 and older and younger postmenopausal women at increased risk",
      "technicalVerificationDate": "2026-07-30",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Evidence is insufficient for population screening in men; local clinical pathways and risk tools may differ."
    },
    {
      "id": "who-healthy-diet-2026",
      "sourceTitle": "Healthy diet",
      "organisation": "World Health Organization",
      "directUrl": "https://www.who.int/news-room/fact-sheets/detail/healthy-diet",
      "publicationOrVersionDate": "2026-01-26",
      "jurisdiction": "Global",
      "mappedScope": "Nguyên tắc nền tảng về tính đầy đủ, cân bằng, điều độ và đa dạng của chế độ ăn",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Không cung cấp bảng calo theo từng món Việt hoặc khẩu phần cá nhân; không xác nhận các con số ước tính trong danh mục món."
    },
    {
      "id": "aad-acne-care-2022",
      "sourceTitle": "Acne: Tips for managing",
      "organisation": "American Academy of Dermatology",
      "directUrl": "https://www.aad.org/public/diseases/acne/skin-care/tips",
      "publicationOrVersionDate": "2022-11-16",
      "jurisdiction": "United States; public dermatology education",
      "mappedScope": "Thói quen chăm sóc cơ bản và các yếu tố có thể làm mụn nặng hơn",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Hướng dẫn chung không xác định loại tổn thương qua ảnh và không thay thế phác đồ cá nhân của bác sĩ da liễu."
    },
    {
      "id": "aad-dry-oily-skin-current",
      "sourceTitle": "Dry skin, oily skin",
      "organisation": "American Academy of Dermatology",
      "directUrl": "https://www.aad.org/public/everyday-care/skin-care-basics/dry",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States; public dermatology education",
      "mappedScope": "Kiến thức chăm sóc da khô, da dầu và hàng rào da ở mức phổ thông",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Không chẩn đoán nguyên nhân bệnh lý của khô, dầu, đỏ hoặc kích ứng và không đánh giá mức độ qua camera."
    },
    {
      "id": "aad-product-test-2021",
      "sourceTitle": "How to test skin care products",
      "organisation": "American Academy of Dermatology",
      "directUrl": "https://www.aad.org/public/everyday-care/skin-care-secrets/prevent-skin-problems/test-skin-care-products",
      "publicationOrVersionDate": "2021-08-10; accessed 2026-07-31",
      "jurisdiction": "United States; public dermatology education",
      "mappedScope": "Thử sản phẩm trên vùng nhỏ trong 7-10 ngày, dấu hiệu cần ngừng và giới hạn của tự thử tại nhà",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Tự thử sản phẩm không loại trừ dị ứng và không thay patch testing y khoa khi cần tìm dị nguyên."
    },
    {
      "id": "aad-sunscreen-2025",
      "sourceTitle": "How to apply sunscreen",
      "organisation": "American Academy of Dermatology",
      "directUrl": "https://www.aad.org/public/everyday-care/sun-protection/shade-clothing-sunscreen/how-to-apply-sunscreen",
      "publicationOrVersionDate": "2025-08-15; accessed 2026-07-31",
      "jurisdiction": "United States; public dermatology education",
      "mappedScope": "Chống nắng phổ rộng, kháng nước SPF 30+, thoa đủ và dặm lại khi ở ngoài trời",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Khả năng tiếp cận, nhãn PA, khí hậu và sản phẩm tại Việt Nam khác Hoa Kỳ; chống nắng không thay che chắn và bóng râm."
    },
    {
      "id": "aad-pregnancy-skin-2025",
      "sourceTitle": "Dermatologist-approved pregnancy skin care",
      "organisation": "American Academy of Dermatology",
      "directUrl": "https://www.aad.org/public/everyday-care/skin-care-secrets/routine/pregnancy-skin-care",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States; public dermatology education",
      "mappedScope": "Thận trọng hoạt chất trong thai kỳ, tránh retinoid và trao đổi bác sĩ",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Không thay tư vấn sản khoa/da liễu cá nhân, đặc biệt với thuốc kê đơn, diện bôi lớn hoặc bệnh nền."
    },
    {
      "id": "aad-skin-cancer-warning-2024",
      "sourceTitle": "Skin cancer: Everyone's at risk",
      "organisation": "American Academy of Dermatology",
      "directUrl": "https://www.aad.org/public/diseases/skin-cancer/find/at-risk",
      "publicationOrVersionDate": "2024-11-04; accessed 2026-07-31",
      "jurisdiction": "United States; public dermatology education",
      "mappedScope": "Tổn thương mới, thay đổi, ngứa, chảy máu và quy tắc ABCDE cần khám",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Tự quan sát không xác định lành/ác tính; tổn thương nghi ngờ cần khám trực tiếp."
    },
    {
      "id": "skin-photo-white-balance-2010",
      "sourceTitle": "Better understanding of digital photography for skin color measurement: With a special emphasis on light characteristics",
      "organisation": "Skin Research and Technology / PubMed PMID 20923467",
      "directUrl": "https://pubmed.ncbi.nlm.nih.gov/20923467/",
      "publicationOrVersionDate": "2010",
      "jurisdiction": "Controlled colorimetry and digital-photography study",
      "mappedScope": "Ảnh hưởng của ánh sáng và cân bằng trắng đến đo màu da từ ảnh số",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Nghiên cứu đo màu trong điều kiện kiểm soát không xác nhận hệ 12 mùa hay khả năng suy undertone từ một ảnh điện thoại."
    },
    {
      "id": "medlineplus-understand-lab-results-2025",
      "sourceTitle": "How to Understand Your Lab Results",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/lab-tests/how-to-understand-your-lab-results/",
      "publicationOrVersionDate": "2025-09-04; accessed 2026-07-31",
      "jurisdiction": "United States; public patient education",
      "mappedScope": "Reference-range variability, exact units, same-laboratory trend comparison and preparation factors that can affect results",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "General education only; the laboratory report, symptoms, history, examination and clinician interpretation take priority for an individual result."
    },
    {
      "id": "medlineplus-cbc-current",
      "sourceTitle": "Complete Blood Count (CBC)",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/lab-tests/complete-blood-count-cbc/",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States",
      "mappedScope": "Ý nghĩa phổ thông của hồng cầu, bạch cầu, hemoglobin và tiểu cầu trong CBC",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Không thay thế khoảng tham chiếu của phòng xét nghiệm hoặc diễn giải của bác sĩ theo triệu chứng và bệnh nền."
    },
    {
      "id": "medlineplus-cmp-2023",
      "sourceTitle": "Comprehensive Metabolic Panel (CMP)",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/lab-tests/comprehensive-metabolic-panel-cmp/",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States",
      "mappedScope": "Ý nghĩa phổ thông của điện giải, đường, protein và chỉ số gan–thận trong CMP",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "CMP không tự xác định nguyên nhân; kết quả phụ thuộc nhịn đói, thuốc, mất nước và khoảng tham chiếu tại nơi xét nghiệm."
    },
    {
      "id": "medlineplus-tsh-current",
      "sourceTitle": "TSH (Thyroid-Stimulating Hormone) Test",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/lab-tests/tsh-thyroid-stimulating-hormone-test/",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States",
      "mappedScope": "Vai trò của TSH và nhu cầu đọc cùng các xét nghiệm hormone tuyến giáp",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Thai kỳ, thuốc, biotin và bệnh cấp có thể ảnh hưởng; không tự điều chỉnh hormone từ một kết quả."
    },
    {
      "id": "medlineplus-ferritin-current",
      "sourceTitle": "Ferritin Blood Test",
      "organisation": "U.S. National Library of Medicine — MedlinePlus",
      "directUrl": "https://medlineplus.gov/lab-tests/ferritin-blood-test/",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States",
      "mappedScope": "Dự trữ sắt và các yếu tố làm ferritin tăng hoặc giảm",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Ferritin tăng do viêm không đồng nghĩa thừa sắt; cần đọc cùng công thức máu và bối cảnh lâm sàng."
    },
    {
      "id": "who-physical-activity-2024",
      "sourceTitle": "Physical activity",
      "organisation": "World Health Organization",
      "directUrl": "https://www.who.int/news-room/fact-sheets/detail/physical-activity",
      "publicationOrVersionDate": "2024-06-26",
      "jurisdiction": "Global",
      "mappedScope": "Lợi ích vận động, giảm thời gian tĩnh tại và mốc hoạt động thể lực cho người trưởng thành",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Không phải giáo án cá nhân và không thay thế đánh giá an toàn tập luyện ở người có bệnh nền."
    },
    {
      "id": "cdc-sleep-current",
      "sourceTitle": "About Sleep",
      "organisation": "U.S. Centers for Disease Control and Prevention",
      "directUrl": "https://www.cdc.gov/sleep/about/index.html",
      "publicationOrVersionDate": "2024-05-15; accessed 2026-07-31",
      "jurisdiction": "United States; public sleep education",
      "mappedScope": "Thời lượng ngủ theo tuổi, chất lượng ngủ và thành phần cơ bản của nhật ký giấc ngủ",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Nhật ký tự khai không chẩn đoán rối loạn giấc ngủ; triệu chứng kéo dài cần đánh giá y tế."
    },
    {
      "id": "nccih-relaxation-current",
      "sourceTitle": "Relaxation Techniques: What You Need To Know",
      "organisation": "U.S. National Center for Complementary and Integrative Health",
      "directUrl": "https://www.nccih.nih.gov/health/relaxation-techniques-what-you-need-to-know",
      "publicationOrVersionDate": "Current page; accessed 2026-07-31",
      "jurisdiction": "United States; public complementary-health education",
      "mappedScope": "Definition, general safety and care boundaries for relaxation and breathing techniques",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "The page does not validate each fixed breathing ratio, diagnose anxiety, or show that breathing replaces conventional mental or medical care."
    },
    {
      "id": "balban-breathwork-2023",
      "sourceTitle": "Brief structured respiration practices enhance mood and reduce physiological arousal",
      "organisation": "Cell Reports Medicine / study team at Stanford University",
      "directUrl": "https://pmc.ncbi.nlm.nih.gov/articles/PMC9873947/",
      "publicationOrVersionDate": "2023-01-10",
      "jurisdiction": "Remote randomized controlled study; United States registration NCT05304000",
      "mappedScope": "Five-minute daily structured breathing, mood and resting respiratory-rate outcomes over one month",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Short, remote, self-guided study; does not establish treatment efficacy, emergency use, long-term benefit, or suitability for a particular medical condition."
    },
    {
      "id": "lally-habit-formation-2010",
      "sourceTitle": "How are habits formed: Modelling habit formation in the real world",
      "organisation": "European Journal of Social Psychology / University College London authors",
      "directUrl": "https://onlinelibrary.wiley.com/doi/abs/10.1002/ejsp.674",
      "publicationOrVersionDate": "2010; first published online 2009-07-16",
      "jurisdiction": "United Kingdom observational habit-formation study",
      "mappedScope": "Repeated behavior in a stable context, variation in automaticity timing and effect of one missed opportunity",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Small sample of 96 volunteers over 12 weeks; the 18–254 day range and midpoint are not a personal deadline or proof that every behavior becomes automatic."
    },
    {
      "id": "gollwitzer-sheeran-2006",
      "sourceTitle": "Implementation Intentions and Goal Achievement: A Meta-Analysis of Effects and Processes",
      "organisation": "Advances in Experimental Social Psychology / University of Konstanz publication record",
      "directUrl": "https://www.socmot.uni-konstanz.de/publications/implementation-intentions-and-goal-achievement-meta-analysis-effects-and-processes",
      "publicationOrVersionDate": "2006",
      "jurisdiction": "Meta-analysis across 94 independent tests and varied goal domains",
      "mappedScope": "If–then planning that links a situational cue with a goal-directed response",
      "technicalVerificationDate": "2026-07-31",
      "status": "link-verified-not-clinically-reviewed",
      "limitations": "Average study effects do not guarantee success for a specific health behavior, individual, cue, environment or implementation."
    }
  ],
  "rules": [
    "AI output is never promoted to canonical catalogue data automatically.",
    "High-risk content must expose its source and limitations.",
    "Corrections require a source and a recorded reason.",
    "The product must not claim complete clinical review while review status is pending."
  ]
}
