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AlphaGenome: predicting regulatory effects of DNA variants

Contribution grade

Genomics · AI-assisted scientific result

Reference score40,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

AlphaGenome predicts multiple types of genomic activity from long DNA sequences, combining broad sequence context with high-resolution outputs. The study reports strong held-out variant-effect prediction and analysis of known regulatory mechanisms.

Scientific scope

AlphaGenome predicts multiple types of genomic activity from long DNA sequences, combining broad sequence context with high-resolution outputs. The study reports strong held-out variant-effect prediction and analysis of known regulatory mechanisms. Scope limitation: This record follows the 2026 published study. Predictions are evaluated against specified genomic datasets; they are not experimental validation of every variant or a clinical diagnosis. Human researchers developed the model, chose the evaluations and interpreted the outputs.

Evidence

The retained primary-source abstract, bibliographic record and stated review scope support this provisional assessment. No independent experimental replication by WRS is claimed. This record follows the 2026 published study. Predictions are evaluated against specified genomic datasets; they are not experimental validation of every variant or a clinical diagnosis. Human researchers developed the model, chose the evaluations and interpreted the outputs.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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