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/traj-evolve-a-self-evolving-multi-agent-system-for-patient-trajectory-modeling-in-lung-cancer-early-detection
Subject: Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection
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": 17, "author": "Sihang Zeng; Matthew Thompson; Ruth Etzioni; Meliha Yetisgen"
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": 17, "author": "Sihang Zeng; Matthew Thompson; Ruth Etzioni; Meliha Yetisgen", "title": "Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 17, "author": "Sihang Zeng; Matthew Thompson; Ruth Etzioni; Meliha Yetisgen", "title": "Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 17, "author": "Sihang Zeng; Matthew Thompson; Ruth Etzioni; Meliha Yetisgen", "title": "Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/traj-evolve-a-self-evolving-multi-agent-system-for-patient-trajectory-modeling-in-lung-cancer-early-detection
Paper ref
traj-evolve-a-self-evolving-multi-agent-system-for-patient-trajectory-modeling-in-lung-cancer-early-detection
arXiv id
2606.02812
Generated at
2026-06-03T20:48:04.106Z
Evidence freshness
fresh
Last verification
2026-06-03T20:48:04.106Z
Sources
3
References
0
Coverage
50%
Lineage hash
a4ddfbb9e002e3fd00f536da425d51dea2a83837e0f200873e851ba63d761df7
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references