BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature explores BioMiner is a multi-modal system that automates the extraction of protein-ligand bioactivity data from literature, significantly accelerating drug discovery workflows.. Commercial viability score: 8/10 in Drug Discovery AI.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature | Route /paper/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literatureMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.21508"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature",
"normalized_query": "2604.21508",
"route": "/paper/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature",
"paper_ref": "biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
Subject: BioMiner: A Multi-modal System for Automated Mining of Protein-Ligand Bioactivity Data from Literature
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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.
Receipt path
/buildability/biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
Paper ref
biominer-a-multi-modal-system-for-automated-mining-of-protein-ligand-bioactivity-data-from-literature
arXiv id
2604.21508
Generated at
2026-04-24T20:25:38.621Z
Evidence freshness
fresh
Last verification
2026-04-24T20:25:38.621Z
Sources
4
References
0
Coverage
67%
Lineage hash
6232e36c22629cdc5787cb36b78a6dcf3ca3e4dce304561d3bca1dd6cd688962
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.
Pending verification refs / 4 sources / Verification pending
references
proof_status
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 8.0
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. Scaffold: "2" R-Group: R1: "CO2Me" Scaffold: "2" Scaffold: "[*:1]COC1=CC([*:2])=CC…" R-Group Scaffold: "[*:1]COC1=CC([*:
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. PCSK9 8 Ki=59nM PCSK9 COc1ccc(...Ki>20000nM TrmD COC(=O)... Kd=10±1μM ... ... ...
Page and bbox are available; crop image is pending.
This equation defines the score or evaluation function that determines model quality.
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.
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References are not available from the internal index yet.