GTPCNZ reports and dashboard

GTPCNZ has two public reading surfaces: a Quarto report and a Streamlit dashboard.

Public report

reports/primary_care_architecture.qmd explains the funding architecture model. Read it with:

docs/calibration/model-card-v1.7.2.md
docs/launch/claim-boundaries-v1.7.2.md
docs/public-site/streamlit-dashboard-contract-v1.8.1.md
docs/public-site/streamlit-dashboard-audit-v1.8.1.md
docs/public-site/evidence-tracker-public-v1.8.1.md
docs/public-site/calibration-readiness-page-v1.8.1.md

Streamlit dashboard

Public URL:

https://gtpcnz.streamlit.app/

Entrypoint:

streamlit run streamlit_app.py

The dashboard is an interactive explainer, not a calibrated simulator. It keeps two kinds of output separate:

Reference scenarios loaded from outputs/full-parameterised-summary-results-v1.7.0.csv.
Toy explainer slider scores from a simple teaching formula.

Do not describe the toy slider outputs as forecasts.

Public claim boundary

Use this wording:

This is a source-informed parameterised scaffold and educational explainer. It is not a real-data calibrated forecast and should not be used to claim precise fiscal savings, hospital-demand reductions, workforce effects, or implementation impacts.

Plain-language phrase

Uncapped does not mean uncontrolled; it means scheduled, rules-based, audited, clinically governed and place-accountable.