BioResearchAgent

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Task G3 · insufficient evidence

Does the corpus provide evidence that growth hormone (GH)-IGF axis signaling regulates TP53 mutation status in cancer?

Gold evidence

None — this is a deliberate “insufficient evidence” trap. The correct behavior is abstention.

Acceptable answer concepts

  • insufficient evidence
  • the GH-IGF axis document is a general growth/endocrine review with no TP53 or cancer-mutation content

Construction note

PMID:42705172 ('The GH-IGF axis in growth: An overview') is entirely about postnatal growth, skeletal development, and metabolism; it never mentions TP53, p53, or cancer. A correct agent must not infer a connection from both documents being loosely 'endocrine/cancer-adjacent' biology.

How each architecture answered

Baseline 0 · no retrieval

Yuu no Sekai · 429 tokens · 2.3s

(abstained) No evidence was retrieved to answer the question.

hypothesisverifiedconf 0.50

The corpus provides evidence that growth hormone (GH)-IGF axis signaling regulates TP53 mutation status in cancer.

run_failed: 0abstention_correct: 100%concept_coverage: 0%

Baseline 1 · retrieve + synthesize

Yuu no Sekai · 2580 tokens · 6.2s
query(ies): Does the corpus provide evidence that growth hormone (GH)-IGF axis signaling regulates TP53 mutation status in cancer?

(abstained) The provided corpus does not contain evidence that growth hormone (GH)-IGF axis signaling regulates TP53 mutation status in cancer.

factualverifiedconf 0.90

The GH-IGF axis is involved in cancer biology.

PMID:42705172Direct support
factualverifiedconf 0.95

TP53 mutations are associated with cancer progression.

PMID:42700791Direct supportPMID:31792264Direct support
factualverifiedconf 0.90

Mutant p53 suppresses the immune system by interacting with TBK1.

PMID:42700791Direct support
factualverifiedconf 0.90

Single or double hits to TP53 can increase resistance to drugs.

PMID:31792264Direct support
factualverifiedconf 0.85

EBLN1 regulates DNA double-strand break repair in GBM.

PMID:42695496Direct support
run_failed: 0retrieval_recall_at_k: 100%retrieval_mrr: 0%citation_precision: 100%source_validity_rate: 100%abstention_correct: 100%concept_coverage: 0%

Agent 1 · planner + retrieve + synthesize

Yuu no Sekai · 2755 tokens · 8.2s
query(ies): growth hormone IGF axis signaling TP53 mutation | GH-IGF axis regulation of TP53 mutations in cancer | TP53 mutation status regulated by GH-IGF pathway
planner → {"queries": ["growth hormone IGF axis signaling TP53 mutation", "GH-IGF axis regulation of TP53 mutations in cancer", "TP53 mutation status regulated by GH-IGF pathway"]}

(abstained) The provided corpus does not offer direct evidence that GH-IGF axis signaling regulates TP53 mutation status in cancer.

factualverifiedconf 1.00

The GH-IGF axis is involved in various physiological processes, including cancer biology.

PMID:42705172Direct support
factualverifiedconf 1.00

TP53 mutations are associated with cancer progression and immune evasion.

PMID:42700791Direct support
factualverifiedconf 1.00

Mutations in the BRCA1 gene are linked to hereditary breast cancer.

PMID:42676320Direct support
factualverifiedconf 1.00

TP53 mutations are common in breast cancers and result in altered p53 function.

PMID:42701099Direct support
factualverifiedconf 1.00

The p53 tumor suppressor protein is regulated by various molecular mechanisms.

PMID:31665549Direct support
run_failed: 0retrieval_recall_at_k: 100%retrieval_mrr: 0%citation_precision: 100%source_validity_rate: 100%abstention_correct: 100%concept_coverage: 0%