Coalition for Epidemic Preparedness Innovations

{
  "id": "coalition-for-epidemic-preparedness-innovations",
  "numericId": null,
  "path": "/knowledge-base/organizations/coalition-for-epidemic-preparedness-innovations/",
  "filePath": "knowledge-base/organizations/coalition-for-epidemic-preparedness-innovations.mdx",
  "title": "Coalition for Epidemic Preparedness Innovations",
  "quality": 53,
  "readerImportance": 36.5,
  "researchImportance": 79,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2026-02-20",
  "llmSummary": "CEPI is an international vaccine development partnership founded in 2017 that addresses market failures in pandemic preparedness by funding vaccines for diseases with limited commercial viability. While achieving notable success during COVID-19, the organization faces ongoing criticism for weakening equitable access policies under pharmaceutical industry pressure and maintaining insufficient transparency in its agreements.",
  "description": "International partnership financing and coordinating vaccine development against epidemic and pandemic threats, launched in 2017 with the 100 Days Mission.",
  "ratings": {
    "novelty": 4,
    "rigor": 6,
    "actionability": 4,
    "completeness": 7
  },
  "category": "organizations",
  "subcategory": "biosecurity-orgs",
  "clusters": [
    "biorisks",
    "governance"
  ],
  "metrics": {
    "wordCount": 2195,
    "tableCount": 2,
    "diagramCount": 0,
    "internalLinks": 0,
    "externalLinks": 3,
    "footnoteCount": 0,
    "bulletRatio": 0.25,
    "sectionCount": 28,
    "hasOverview": true,
    "structuralScore": 11
  },
  "suggestedQuality": 73,
  "updateFrequency": 45,
  "evergreen": true,
  "wordCount": 2195,
  "unconvertedLinks": [
    {
      "text": "cepi.net",
      "url": "https://cepi.net",
      "resourceId": "51b045aca2eb9b4d",
      "resourceTitle": "CEPI"
    },
    {
      "text": "en.wikipedia.org",
      "url": "https://en.wikipedia.org/wiki/Coalition_for_Epidemic_Preparedness_Innovations",
      "resourceId": "fbf157ad5c6d5522",
      "resourceTitle": "Wikipedia - Coalition for Epidemic Preparedness Innovations"
    }
  ],
  "unconvertedLinkCount": 2,
  "convertedLinkCount": 0,
  "backlinkCount": 2,
  "citationHealth": {
    "total": 71,
    "withQuotes": 51,
    "verified": 51,
    "accuracyChecked": 51,
    "accurate": 37,
    "inaccurate": 0,
    "avgScore": 0.9494089910797044
  },
  "hallucinationRisk": {
    "level": "high",
    "score": 75,
    "factors": [
      "biographical-claims",
      "no-citations"
    ]
  },
  "entityType": "organization",
  "redundancy": {
    "maxSimilarity": 14,
    "similarPages": [
      {
        "id": "centre-for-long-term-resilience",
        "title": "Centre for Long-Term Resilience",
        "path": "/knowledge-base/organizations/centre-for-long-term-resilience/",
        "similarity": 14
      },
      {
        "id": "chan-zuckerberg-initiative",
        "title": "Chan Zuckerberg Initiative",
        "path": "/knowledge-base/organizations/chan-zuckerberg-initiative/",
        "similarity": 14
      },
      {
        "id": "frontier-model-forum",
        "title": "Frontier Model Forum",
        "path": "/knowledge-base/organizations/frontier-model-forum/",
        "similarity": 14
      },
      {
        "id": "gpai",
        "title": "Global Partnership on Artificial Intelligence (GPAI)",
        "path": "/knowledge-base/organizations/gpai/",
        "similarity": 14
      },
      {
        "id": "nist-ai",
        "title": "NIST and AI Safety",
        "path": "/knowledge-base/organizations/nist-ai/",
        "similarity": 14
      }
    ]
  },
  "coverage": {
    "passing": 5,
    "total": 13,
    "targets": {
      "tables": 9,
      "diagrams": 1,
      "internalLinks": 18,
      "externalLinks": 11,
      "footnotes": 7,
      "references": 7
    },
    "actuals": {
      "tables": 2,
      "diagrams": 0,
      "internalLinks": 0,
      "externalLinks": 3,
      "footnotes": 0,
      "references": 30,
      "quotesWithQuotes": 51,
      "quotesTotal": 71,
      "accuracyChecked": 51,
      "accuracyTotal": 71
    },
    "items": {
      "llmSummary": "green",
      "schedule": "green",
      "entity": "green",
      "editHistory": "red",
      "overview": "green",
      "tables": "amber",
      "diagrams": "red",
      "internalLinks": "red",
      "externalLinks": "amber",
      "footnotes": "red",
      "references": "green",
      "quotes": "amber",
      "accuracy": "amber"
    },
    "ratingsString": "N:4 R:6 A:4 C:7"
  },
  "readerRank": 402,
  "researchRank": 97,
  "recommendedScore": 145.95
}

{
  "grokipedia": "https://grokipedia.com/page/Coalition_for_Epidemic_Preparedness_Innovations"
}