Foundation Stack
52-week structured series on adolescent PPCS aerobic exercise prescription — PMID-backed tables, methods, and clinical SOPs.
Foundation Stack
52 weeks · one topic · four pillars
Long-form, citable knowledge on adolescent PPCS aerobic prescription — for clinicians, researchers, and families. Hosted at fs.guanglab.org as a dedicated public series (separate from personal site tools and any private research operations).
Progress: 1 / 52 published · Next: Week 2 (scheduled)
Why this series exists
In the AI era, short posts disappear; depth with citations compounds. Weekly installments build PMID-supported tables and SOPs so this URL becomes the reference surface for the niche — portable for citation, teaching, and long-term portfolio evidence.
Note
Not a blog roll. Shared template and metadata (pillar, pmid_count, audience, week). Table below = canonical index; RSS enabled.
Four pillars
| Pillar | Code | What you get |
|---|---|---|
| Top-journal reproduction | reproduce |
Audit landmark RCTs: dose reported vs dose performed |
| Methods comparison | methods |
Adherence vs outcome measurement; coding rules |
| Synthetic experiments | synth |
Priors, dashboards, dose–heterogeneity experiments |
| Pitfalls & SOP | sop |
Checklists for AT/PT; plain-language notes for parents |
Fixed article structure (every week)
- Problem · 2. Comparison table · 3. Disagreements · 4. Methods · 5. SOP · 6. Limitations
Published installments
Public companion links (non-confidential)
- Author home: guanglab.org
- PPCS SR overview (public page): guanglab.org/ppcs-sr
- Open analysis figures: guanglab.org/labs/data/ppcs-sr
- Pilot gap summary (this site): Measurement audit summary
| Week | Published | Title | Pillar | PMIDs | Audience |
|---|---|---|---|---|---|
| 1 | Jun 4, 2026 | Week 1 — Heart Rate Monitors in Methods, Silence in Results | methods | 63 | clinician, researcher, parent |
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