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Repo-ProvenPublic

Data Categorization Implementation

Classify source findings, cohorts, artifacts, measures, and rollout states so teams can act on them.

Categorization turns raw implementation facts into reviewable groups: source quality categories, measure families, evidence classes, cohort readiness, and release state.

Open Proof CenterSchedule Walkthrough
Owner

DQM and Atlas Nexus

Audience

Quality operations, research coordinators, public-health teams, and platform reviewers

Source authority

DQM owns quality categories; Atlas owns operator-safe evidence categories.

Implemented workflows

  • Issue classification
  • Measure grouping
  • Artifact tagging
  • Cohort readiness labels
  • Release status classification

System responsibilities

  • Keep DQM issue ownership separate from Atlas evidence coordination
  • Make categories visible in public copy without exposing raw records

Data inputs and outputs

  • DQM classifies quality findings
  • Data Motion routes workflow context
  • Atlas Nexus classifies safe summaries and lane readiness
Boundary

Public outside, protected detail inside.

Public content can show category models and safe examples, not raw cohort rows or patient-level details.

Evidence

Proof paths and implementation artifacts.

DQM solution

Trust and quality categorization entry.

Atlas Nexus solution

Evidence and regional readiness categories.

Proof Center

Proof material grouped for evaluators.

Architecture visuals

Diagrams explain the operating logic.

Mermaid diagram

Claim To Proof Flow

Maps public claims to owner, evidence, status, and customer next action.

flowchart TD
  claim[Public claim] --> owner[Source authority]
  owner --> evidence[Evidence packet or validator]
  evidence --> status[Proof status label]
  status --> page[Public page module]
  page --> action[Customer next step]
Known limits

What remains gated, deferred, or status-bound.

Public category pages must not imply public cohort execution or sponsor access to identified records.