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/cross-stage-attention-multi-expert-network-for-radiologist-inspired-breast-ultrasound-diagnosis
Subject: Cross-Stage Attention Multi-Expert Network for Radiologist-Inspired Breast Ultrasound Diagnosis
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 12, "author": "Xinyang Zhai; Chong Yang; Ruizhi Zhang"
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.
Compute
{"file name": "input.pdf", "number of pages": 12, "author": "Xinyang Zhai; Chong Yang; Ruizhi Zhang", "title": "Cross-Stage Attention Multi-Expert Network for Radiologist-Inspired Breast Ultrasound Diagnosis", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 12, "author": "Xinyang Zhai; Chong Yang; Ruizhi Zhang", "title": "Cross-Stage Attention Multi-Expert Network for Radiologist-Inspired Breast Ultrasound Diagnosis", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 12, "author": "Xinyang Zhai; Chong Yang; Ruizhi Zhang", "title": "Cross-Stage Attention Multi-Expert Network for Radiologist-Inspired Breast Ultrasound Diagnosis", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/cross-stage-attention-multi-expert-network-for-radiologist-inspired-breast-ultrasound-diagnosis
Paper ref
cross-stage-attention-multi-expert-network-for-radiologist-inspired-breast-ultrasound-diagnosis
arXiv id
2605.25518
Generated at
2026-05-27T00:06:55.689Z
Evidence freshness
stale
Last verification
2026-05-27T00:06:55.689Z
Sources
3
References
0
Coverage
50%
Lineage hash
3d373948ab2ca4be84a930a965a46fcc1f7f399b3e4c074696c7eafcde47e517
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