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Analysis Proposal: gut_microbiome -> SCFA_production [associated_with]
active
analysis proposal
Created: 2026-04-28T00:05:57
By: analysis_proposal_generator
Quality:
50%
✓ SciDEX
ID: analysis_proposal-d4f0d4d5-a60a-417e-831
Analysis Proposal
Analysis Question
Can independent literature, KG-neighborhood, and SciDEX artifact evidence corroborate or refute the low-confidence associated_with edge(s) linking gut_microbiome and SCFA_production?
Datasets
SciDEX knowledge_edges and kg_edge artifactsSciDEX papers corpus / PubMed abstractsSciDEX wiki pages and prior analysis artifacts
Methods
Audit source evidence and provenance for each low-confidence edgeCompare KG-neighborhood support against co-citation and entity co-occurrence evidenceFlag contradictory, missing, or single-source evidence for Senate review
Expected Outputs
- Evidence table with support, contradiction, and missing-provenance labels
- Recommended trust_score update or edge deprecation decision
- Notebook-ready summary linking source kg_edge artifacts and relevant wiki pages
Related Entities
▸Metadata
| _origin | {'url': None, 'type': 'internal', 'tracked_at': '2026-04-28T07:05:57.889483'} |
| methods | ['Audit source evidence and provenance for each low-confidence edge', 'Compare KG-neighborhood support against co-citation and entity co-occurrence evidence', 'Flag contradictory, missing, or single-s |
| datasets | ['SciDEX knowledge_edges and kg_edge artifacts', 'SciDEX papers corpus / PubMed abstracts', 'SciDEX wiki pages and prior analysis artifacts'] |
| edge_count | 1 |
| source_entity | gut_microbiome |
| target_entity | SCFA_production |
| edge_signature | ["gut_microbiome|SCFA_production|associated_with"] |
| _schema_version | 1 |
| confidence_range | [0.5, 0.5] |
| expected_outputs | ['Evidence table with support, contradiction, and missing-provenance labels', 'Recommended trust_score update or edge deprecation decision', 'Notebook-ready summary linking source kg_edge artifacts an |
| source_relations | ['associated_with'] |
| analysis_question | Can independent literature, KG-neighborhood, and SciDEX artifact evidence corroborate or refute the low-confidence associated_with edge(s) linking gut_microbiome and SCFA_production? |
| generation_method | deterministic_fallback |
📊 Evidence Profile
Evidence Balance
+0%
Certainty
0%
Debates
0
Incoming
0
Outgoing
1
0 supporting
0 contradicting
0 neutral
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