Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/enhancing-the-reliability-of-medical-ai-through-expert-guided-uncertainty-modeling
Subject: Enhancing the Reliability of Medical AI through Expert-guided Uncertainty Modeling
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Receipt path
/buildability/enhancing-the-reliability-of-medical-ai-through-expert-guided-uncertainty-modeling
Paper ref
enhancing-the-reliability-of-medical-ai-through-expert-guided-uncertainty-modeling
arXiv id
2604.01898
Generated at
2026-04-03T20:50:40.576Z
Evidence freshness
stale
Last verification
2026-04-03T20:50:40.576Z
Sources
0
References
0
Coverage
33%
Lineage hash
0fa1419e0c2911558a45a2d646040dee80c2f2b5dfdcd82c16fe68be3b1fd553
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references