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TRV-2026-0002Certified recordJournalism

Near-physician diagnostic accuracy on complex cases

A reasoning model reached 88.6% exact or near-exact accuracy on clinicopathological cases.

Health · G Space — documented gain · certified 2026-07-11 · v1 · article view · machine-readable

Current reading — gain

A reasoning model reached 88.6% exact or near-exact accuracy on clinicopathological cases, and outperformed two expert physicians on select emergency triage scenarios.

What this doesn’t fix

Curated case benchmarks are not live clinical settings; accuracy on published cases says little about performance on incomplete, messy, real-time patient data.

Evidence

Reader signal

How should this claim be treated?

Cite this record

Truvace Impact Record TRV-2026-0002, v1: “Near-physician diagnostic accuracy on complex cases.” Truvace, 2026-07-11. /record/TRV-2026-0002 (accessed at citation time). sha256 9b4332bfe8ec597a

Calibration history

Every change to this record since certification, in the open. None yet — the reading has held since it entered the record.

  1. Certifiedv19b4332bfe8ec

    Record certified retroactively at institutional-layer launch

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Fetch the canonical text of any version from /api/record/TRV-2026-0002 and hash it yourself — for example shasum -a 256 on the saved canonical field. The result must equal content_hash, and each version’s text ends with prev:followed by the prior version’s hash (version 1 chains to 64 zeros). If a single character of any version had been altered since certification, the chain would not reproduce.