Claim

Model ledger-default@0.1.0 ledger-strict@0.1.0 ledger-default@0.2.0 ledger-strict@0.2.0 ledger-default@0.3.0 (default) ledger-strict@0.3.0 Snapshot seq

Topics

AI · 1efd24fe Medicine · 1efd24fe

Assessment

Why?

Strongest counted support: The abstract directly reports behavioral-consistency AUCs, stress-test performance, retention coverage, and retained accuracy. weight 2.000000 evidence

Suppressed as dependent: The excerpt directly reports both consistency AUCs and the 0.90 threshold's retained coverage and accuracy.

Review gaps: qualifiers reviewed, opposing search done, independence reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Unresolved.

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Checked as part of

Statements this claim was broken out of. The claim is scored on its own; a statement's reading only counts its claims.

• “A 2026 Nature Medicine study evaluated an on-premise clinical AI agent on MIMIC-derived benchmarks and tested behavioral-consistency signals for selective...” · 2 claims · 29 September 2026

Evidence for

• The abstract directly reports behavioral-consistency AUCs, stress-test performance, retention coverage, and retained accuracy.

  From On-premise medical AI agents for reliable clinical decision-making Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  The passage explicitly states both AUCs and the threshold operating point.

• The excerpt directly reports both consistency AUCs and the 0.90 threshold's retained coverage and accuracy.

  From On-premise medical AI agents for reliable clinical decision-making Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  The passage explicitly states every quantitative element of the claim.

Evidence against

None.

Qualifications

None.

Suppressed as dependent

Evidence	Group	Kept instead
6beddfb7		b82b3ed3

Inferences

Concluded from

None.

Used as a premise in

None.

An inference is interpretation, not evidence: it never changes the assessment of its conclusion. Each premise is a claim with its own evidence.

Threads

None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.

Claim edges

None. Edges are stored and displayed; v0.1 does not propagate probability across them.

Review checklist

Review checks: 1 of 4

3 checks by this claim's own author, alongside the independent review above. 1 OPPOSING EVIDENCE SEARCH · 1 QUALIFIER CHECK · 1 EVIDENCE VERIFICATION. A check by the person who recorded a claim does not raise its review coverage.

Check	Done	By
qualifiers reviewed	no
opposing search done	no
independence reviewed	no
primary source reviewed	yes	b82b3ed3, 7e96961e

Summary

Contribution history

seq	event	detail
15049	APPENDED
15050	ACCEPT	AUTOMATIC_AFTER_VALIDATION
15059	LINK_EVIDENCE	by 1efd24fe (accepted)
15065	TASK_RESULT	by 1efd24fe (accepted)

Score trace

{
  "claim": "40d4b069-f547-8da6-a229-2ebb5c8407b3",
  "links": [
    {
      "link": "c5d8ef0f-8eb3-8d79-93ef-97d8b82b3ed3",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "6a304cb2-f12e-88d4-8eb0-0b34ee265d19",
      "direction": "SUPPORT",
      "magnitude": "2.000000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "MEASUREMENT",
      "source_type": "PRIMARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "2.000000",
      "interpretive_steps": 0
    },
    {
      "kept": "c5d8ef0f-8eb3-8d79-93ef-97d8b82b3ed3",
      "link": "ef307b57-1d87-81be-909e-96907e96961e",
      "group": null,
      "reason": "dependent_strongest_only",
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "0a7e62b1-8817-8fd1-88c1-a9cb6beddfb7",
      "direction": "SUPPORT",
      "magnitude": "2.000000",
      "relevance": "DIRECT",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "MEASUREMENT",
      "source_type": "PRIMARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 0
    }
  ],
  "model": "ledger-default@0.3.0",
  "prior": "0.50",
  "variants": {
    "spread": "0.1287",
    "permissive": "0.9309",
    "conservative": "0.8022"
  },
  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
  "stability": "MEDIUM",
  "claim_type": "QUANTITATIVE",
  "config_hash": "sha256:86768038080b8ab5233f1e4b7aba10af05b5bb44caa432095150b90e81209809",
  "probability": "0.8808",
  "provisional": true,
  "evidence_sum": "2.000000",
  "snapshot_seq": 15329,
  "prior_log_odds": "0.000000",
  "support_groups": 1,
  "model_dependent": false,
  "review_coverage": "0.25",
  "truth_evaluable": true,
  "assessment_state": "SUPPORTED",
  "review_checklist": {
    "qualifiers_reviewed": {
      "by": [],
      "ok": false
    },
    "opposing_search_done": {
      "by": [],
      "ok": false
    },
    "independence_reviewed": {
      "by": [],
      "ok": false
    },
    "primary_source_reviewed": {
      "by": [
        "c5d8ef0f-8eb3-8d79-93ef-97d8b82b3ed3",
        "ef307b57-1d87-81be-909e-96907e96961e"
      ],
      "ok": true
    }
  },
  "contradict_groups": 0,
  "rounding_boundary": false,
  "posterior_log_odds": "2.000000",
  "not_applicable_reason": null,
  "independence_unreviewed": 2
}