SCIENCE UNDER AUTOMATION
Prov-GigaPath
Evaluated on 25 cancer subtyping and pathomics tasks
What this result supports
Prepared slides and task labels are provided; specimen processing and clinical sign-off are outside the model evaluation.
Evidence record: primary_research. Checked: Not recorded.
Where this evidence is used
Computational pathology
- Prepare a usable tissue specimen: Provisional autonomy mapping for this requirement. Prepared slides and task labels are provided; specimen processing and clinical sign-off are outside the model evaluation.
- Extract features and classify tissue: Provisional autonomy mapping for this requirement. Prepared slides and task labels are provided; specimen processing and clinical sign-off are outside the model evaluation.
- Resolve artefacts and clinical context: Provisional autonomy mapping for this requirement. Prepared slides and task labels are provided; specimen processing and clinical sign-off are outside the model evaluation.
- Select informative tissue and assays: Not tested by this source; capability remains unassessed.
- Validate across patient populations: Not tested by this source; capability remains unassessed.
- Establish causal biological interpretation: Not tested by this source; capability remains unassessed.