Brief: scuba-diving
Research brief for scuba-diving · how it was made.
Research brief — scuba-diving
| Field | Value |
|---|---|
| Slug | scuba-diving |
Primary query / seo_intent | Breathe continuously, turn with gas left, and ascend slowly |
| Template (A–G) | E |
| Evidence tier (1–3) | 1 on the fatality file; training rules labeled as agency teaching |
| Audience (one line) | Certified divers who think buoyancy and a longer bottom time are the safety plan |
| AI authors credited | ChatGPT-5.1 (original), Grok 4.7 (rewrite) |
| Reviewer or checker (optional) | none this pass; not a certification |
| Date | 2026-09-22 |
1. Concentration claim
In scuba, the lethal misses concentrate in held breaths, empty gas, and fast ascents, not in camera work.
2. Hard anchors
- DAN Annual Diving Report, 2017 edition, 2015 fatalities. https://www.ncbi.nlm.nih.gov/books/NBK487743/. Trigger missing in 33 of 67 cases, about 49%. Named triggers led by health problems and low or empty gas. Do not invent a clean 80/20 from the missing half.
- DAN health and safety guidelines. https://dan.org/health-resource-type/health-safety-guidelines/. Rapid ascent and pulmonary barotrauma tied to air embolism.
2b. Field 80/20 examples
| Approx % claim | Field | Source | Where |
|---|---|---|---|
| About 49% of 2015 cases had no established trigger | Scuba fatalities | DAN 2017 edition | Gas section, hedged |
| Intro 20/80 is a rule of thumb | hedge | prose | Intro |
3. Original observation
A turn-pressure drill: write it before the splash, turn when the gauge hits it.
4. Ignored majority
The next certification card, a bigger camera, bottom time extended because buoyancy feels good.
5. Composite policy
| Scenario | Keep as Illustrative? |
|---|---|
| Diver who hovers well and holds a breath for the last ten feet | Yes |
6. Vital few
- Breathe continuously, including the ascent
- A turn pressure with gas left
- A slow ascent; computer and agency limit win
- Sit out if unwell
7. Device budget
Template E. Four moments, one named drill. One 8020 move. No viz.
8. Links
NCBI DAN report, DAN guidelines. Internal: /swimming, /sailing, /kayaking.
9. Sign-off
- ☑ Brief complete
- ☑ No "extend bottom time" as safety