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CO-LUMINATE causal evidence platform

From lived experience to auditable causal evidence.

CO-LUMINATE is an outcome- and population-adaptable platform for governed, multi-actor teams. Its intended direct result is credible, context-grounded, and auditable causal evidence for an explicitly defined use.

Better-informed decisions are an intended intermediate result. Decision improvement, service change, and population impact are not reported as achieved.

Platform scope

One platform. Four distinct monitoring domains.

A status in one domain does not establish delivery, technical, scientific, evidence, release, adoption, or impact status in another.

Reusable platform capabilities

Capabilities are designed for adaptation and bounded reuse. Availability, review, and validation must be established separately.

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Scientific implementations

Each implementation is bounded to its outcome, population, setting, question, data scope, and intended use.

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Delivery operations

The Project Workspace records delivery work, decisions, milestones, risks, and activity. It is not the whole platform.

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Results and contribution

Outputs, evidence use, and evaluated contribution remain separate from delivery completion.

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Evidence pathway

An iterative workflow, not a project timeline.

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Layer 0Cross-cutting data-readiness gate

Data readiness is revisited whenever the question, population, outcome, data, time window, or method changes.

  1. Co-creation and intended use

    Define the concern, relevant lived experience, decision context, interpretation risks, and bounded use.

  2. Data readiness

    Assess provenance, population scope, linkage, observation, missingness, measurement, privacy, and uncertainty.

  3. Causal and measurement specification

    Develop the causal story, pathway inventory, diagram, endpoint, time ordering, and measurement plan.

  4. Analysis specification and execution

    Define the estimand, data requirements, methods, diagnostics, sensitivity work, and reproducible run.

  5. Interpretation and challenge

    Review evidence against assumptions, uncertainty, measurement limits, relevant lived-experience knowledge, and alternatives.

  6. Translation and governed release

    Prepare bounded outputs and apply scientific, privacy, licensing, and release review.

  7. Feedback, learning, and adaptation

    Record what was learned and return to any earlier step that needs revision.

Layers 1 to 5 are capability groups, not phases or progress markers. Feedback can return the work to any earlier decision.

Current state

What is established today.

This summary reports availability and boundaries only. It does not combine distinct dimensions into an aggregate progress measure.

Public editorial summaries
Available
Project Workspace
Implemented and protected
Public tools
None released
Public pipelines
None released
Reference implementation
Depression
Public scientific results
None released
Indicator baselines
-
Indicator targets
-
Collaboration intake
Closed
Review the complete evidence boundary

Reference implementation

Depression is the first bounded reference implementation.

It is being used to develop and test the architecture. It does not define the platform's population, outcome, or future-use boundary.

Depression-specific scoring, imputation, estimands, data, and findings are not platform defaults. This role does not establish scientific validity or portability.

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Learning and participation

Learn, inspect release status, and collaborate responsibly.

Public learning is available without an account. Controlled research data remains outside the public site.

Learn

Learn from public editorial summaries.

The summaries explain the platform but do not release their underlying source artifacts.

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Resources

Inspect the honest release status.

See what is public, what remains internal, and why no tools or pipelines are released yet.

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Collaborate

Understand future contribution routes.

Public intake is closed. Reading, signing in, or expressing interest does not create project membership.

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