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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6917",
 "identifier": "kaal:position:2026-07-31-6917",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Integrated Iot Framework For Tamper Proof Healthcare Data Man 818760Afe9",
 "text": "Blockchain-integrated IoT framework for tamper-proof healthcare data management in smart hospitals presents the following source proposition: This paper proposes a Block-chain-IoT (BC-IoT) framework built on a three-tier hierarchical architecture. This proposition is pertinent to Kaal's source-bound claim that Blockchain-based funds can invert the traditional secrecy of hedge funds: the LendingRobot ledger discloses detailed holdings and supplies a hash code signature evidencing that the data is tamper proof. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
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  "disclosure",
  "blockchain",
  "private-funds",
  "compliance",
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  "scholarly-literature",
  "semantic-scholar"
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 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3724.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain-integrated IoT framework for tamper-proof healthcare data management in smart hospitals",
  "url": "https://www.semanticscholar.org/paper/e0ef80c7ae56e1ef17501d4b8bcec2d6f2da4b57"
 },
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  "identifier": "kaal:claim:3409548-020",
  "url": "https://wulfkaal.github.io/claims/3409548-020",
  "citation": "Kaal, Financial Technology and Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3409548",
  "paper": "Kaal, Financial Technology and Hedge Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2019",
  "ssrn": null,
  "source_pdf_sha256": "74227ab2656b06bfe4a29c942fc2ba26df9f476917e0a9f85ec038b8c3402c40"
 },
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  },
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   "@type": "CreativeWork",
   "name": "Blockchain-integrated IoT framework for tamper-proof healthcare data management in smart hospitals",
   "url": "https://www.semanticscholar.org/paper/e0ef80c7ae56e1ef17501d4b8bcec2d6f2da4b57"
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 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0006",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6917",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3724,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, tamper, proof, data. Scope: funds recording trades to a public blockchain ledger.",
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  "sourceRecordId": "e0ef80c7ae56e1ef17501d4b8bcec2d6f2da4b57",
  "queryId": "concept:c8f592cb6b0b",
  "queryText": "smart contract enforceability",
  "canonicalUrl": "https://www.semanticscholar.org/paper/e0ef80c7ae56e1ef17501d4b8bcec2d6f2da4b57",
  "doi": "10.55529/ijitc.61.56.66",
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  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, tamper, proof, data. Scope: funds recording trades to a public blockchain ledger.",
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    "whyRelevant": "Shared high-information concepts: blockchain, framework, tamper. Scope: review source claim scope.",
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    "whyRelevant": "Shared high-information concepts: blockchain, proof, three. Scope: stated as the requirement for technological decentralization via blockchain.",
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    "whyRelevant": "Shared high-information concepts: blockchain, block, chain. Scope: review source claim scope.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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}