Contribution seq 26025

Payload

{
  "ops": [
    {
      "op": "CREATE_SOURCE",
      "ref": "nature_financial_abuse_2026",
      "title": "Banking records reveal characteristics of financial abuse",
      "publisher": "Nature",
      "source_type": "PRIMARY_TEXT",
      "retrieved_at": "2026-09-29T05:47:26Z",
      "canonical_uri": "https://www.nature.com/articles/s41586-026-11049-7",
      "publication_date": "2026-09-23"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "financial_abuse_limits",
      "excerpt": "The victim-survivor group ... is not necessarily representative of the average victim-survivor, especially if disclosure is associated with experiencing significant financial distress. ... Our methodological approach does not allow us to establish causality between financial abuse and observed outcomes. ... Owing to data availability restrictions, our analysis only looks at a maximum 7-year window and draws on data from one bank.",
      "locator": {},
      "source_id": "nature_financial_abuse_2026",
      "excerpt_hash": "sha256:d35100c43c655be8392b3f552b444cd920dd512be50c4c85b1ea538e74ccbdfa",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "financial_abuse_scope_qualifier",
      "statement": "The comparison is observational, limited to self-disclosing women with accounts at one UK bank and a maximum seven-year pre-disclosure window; it does not establish causality.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "financial_abuse_limits"
    },
    {
      "op": "LINK_EVIDENCE",
      "note": "The reported group differences are associations within the selected banking sample and should not be generalized to all victim-survivors or interpreted causally.",
      "claim_id": "e09b26fc-ad96-86e1-bafc-c7136583b686",
      "direction": "QUALIFY",
      "evidence_item_id": "financial_abuse_scope_qualifier",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
    }
  ],
  "outcome": "QUALIFIERS_FOUND",
  "searched": "Read the primary Nature abstract, sample-selection methods, temporal-analysis methods, alternative matched samples, discussion, and limitations; checked jurisdiction, disclosure selection, sample scope, time window, matching, representativeness, and causal interpretation."
}

Rows created

• Source 37a6f7f9-0d2b-8ece-a38d-d765712dc92b
• SourceLocation 9677cdb5-9d97-8525-954b-49ebd7708590
• EvidenceItem 025c306e-06be-8e83-8f79-377f3a5c251e
• EvidenceClaimLink 90006ba6-de9f-8b3f-abb0-da91c39a1e1c (accepted seq 26026)

Status history

Audits

None.

Audit sampling (audit-policy-v0.1): probability 1.0000, sampled yes; inputs {"n":"0.00","mean":"0.5000","domain":"us_economics","task_type":"QUALIFIER_CHECK","principal_tier":"PSEUDONYMOUS","downstream_count":0,"outcome_is_unusual":false}