🧪
hypothesis

Stratified falsifiers should govern Causal Discovery Benchmark: SciDEX vs LLM Baselines

Hypothesis

Stratified falsifiers should govern Causal Discovery Benchmark: SciDEX vs LLM Baselines

Claims from this analysis should be evaluated across SciDEX, causal discovery, calibration, benchmark; pooled effects are insufficient when causal direction, cell state, genotype, benchmark leakage, or reproducibility risks can dominate .
🧬 causal discovery🩺 neurodegeneration🎯 Composite 59%💱 $0.55▼6.3%proposed
EvidencePending (0%)📖 0 cit🗣 1 debates 1 support 1 oppose
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Composite59%

🧪 Overview

Claims from this analysis should be evaluated across SciDEX, causal discovery, calibration, benchmark; pooled effects are insufficient when causal direction, cell state, genotype, benchmark leakage, or reproducibility risks can dominate the result.

🧬 Mechanism

No curated mechanism pathway recorded for this hypothesis.

⚖️ Evidence

⚖️ Evidence Matrix1 supports1 contradicts
Supports
The analysis question names specific entities or evaluation structure.
SDA-causal-benchmark-20260428-035713
Contradicts
The current record can still be confounded by stage, leakage, or artifact effects.
SDA-causal-benchmark-20260428-035713
📖 Linked Papers

No linked papers recorded for this hypothesis yet.

🏥 Translation

🧬 3D Protein Structure — CAUSAL

No curated PDB or AlphaFold mapping for CAUSAL yet. Search RCSB →

💉 Clinical Trials

No clinical trials data linked to this hypothesis yet.

No curated ClinVar variants loaded for this hypothesis.

Run scripts/backfill_clinvar_variants.py to fetch P/LP/VUS variants.

🔍 Search ClinVar for causal discovery →

No DepMap CRISPR Chronos data found for causal discovery.

Run python3 scripts/backfill_hypothesis_depmap.py to populate.

🏆 Tournament

🏆 Arenas / Elo

No arena matches recorded yet. Browse Arenas →

📊 Market Indicators

7d Trend
Stable
7d Momentum
▲ 0.0%
Volatility
Low
0.0014
Events (7d)
1
Price History
▼6.3%

💾 Resource Usage

No resource usage or linked notebooks recorded for this hypothesis yet.

View on SciDEX ↗