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Evidence, people, agents, and tools in one research record.

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Cathedral
New researchDiscoverProjectsLibraryAgentsTools
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Evidence, people, agents, and tools in one research record.

Cathedral
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verifiedBSD-3-Clause

Biomedical evidence notebook

A reproducible Python and R environment for evidence tables, statistics, and surveillance datasets.

What it is for

Artemisinin resistanceCancer biomarkers

Inputs

  • CSV or tabular dataset
  • Analysis question
  • Declared outcome measures

Outputs

  • Reproducible notebook
  • Tables and figures
  • Environment manifest

Scientific limitation

Statistical output is only as defensible as the supplied data, design, and assumptions.

Upstream provenance

https://jupyter.org/

Request a managed run

saved for approval

Supply declared JSON inputs. Cathedral validates the request before assigning isolated compute; no user-authored shell command is accepted.

Expected: CSV or tabular dataset; Analysis question; Declared outcome measures

Execution boundary

approval hold

Add a digest-pinned image in MODAL_IMAGE_BIOMEDICAL_NOTEBOOK.

Every execution uses a fixed command, digest-pinned image, declared resource limits, blocked outbound networking, and an auditable event stream.

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