Real ChatGPT answer · index seedgNthnrGxT9ccompleteHealth and wellness · common conditions and symptomsinformational
What ergonomic chair features are proven to actually reduce chronic lower back pain for people who work ten hour days at a computer?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What ergonomic chair features are proven to actually reduce chronic lower back pain for people who work ten hour days at a computer?
6 real searches · 1 real-search pass
systematic review randomized trial office chair ergonomic features chronic low back pain lumbar support seat pan adjustability 2023Google ↗
OBSERVEDComparison
NIOSH office ergonomics chair lumbar support adjustable seat height back pain evidence workstation prolonged sittingGoogle ↗
OBSERVEDReason
Cochrane ergonomic interventions office workers low back pain chair intervention randomized trialGoogle ↗
OBSERVEDReason
systematic review ergonomic office chair features chronic low back pain lumbar support seat pan recline evidence workersGoogle ↗
OBSERVEDComparison
clinical practice guideline chronic low back pain workplace sitting ergonomic chair lumbar support randomized trialGoogle ↗
OBSERVEDInstruction
Cochrane office ergonomics chair low back pain adjustable chair intervention systematic reviewGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (6)
Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
systematic review randomized trial office chair ergonomic features chronic low back pain lumbar support seat pan adjustability 2023 Google ↗
NIOSH office ergonomics chair lumbar support adjustable seat height back pain evidence workstation prolonged sitting Google ↗
Cochrane ergonomic interventions office workers low back pain chair intervention randomized trial Google ↗
systematic review ergonomic office chair features chronic low back pain lumbar support seat pan recline evidence workers Google ↗
clinical practice guideline chronic low back pain workplace sitting ergonomic chair lumbar support randomized trial Google ↗
Cochrane office ergonomics chair low back pain adjustable chair intervention systematic review Google ↗
- The effects of chair intervention on lower back pain, discomfort and trunk muscle activation in office workers: a systematic review · pubmed.ncbi.nlm.nih.gov
- Effect of office chair design features on lumbar spine posture, muscle activity and perceived pain during prolonged sitting · pubmed.ncbi.nlm.nih.gov
- eTools : Computer Workstations - Workstation Components - Chairs · osha.gov
- eTools : Computer Workstations - Checklists - Evaluation · osha.gov
- eTools : Computer Workstations - Checklists - Purchasing Guide · osha.gov
- Working from Home: How to Optimize Your Work Environment and Stay Healthy | NIOSH Science Bulletin · cdc.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
systematic review randomized trial office chair ergonomic features chronic low back pain lumbar support seat pan adjustability 2023 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NIOSH office ergonomics chair lumbar support adjustable seat height back pain evidence workstation prolonged sitting OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Cochrane ergonomic interventions office workers low back pain chair intervention randomized trial OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review ergonomic office chair features chronic low back pain lumbar support seat pan recline evidence workers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
clinical practice guideline chronic low back pain workplace sitting ergonomic chair lumbar support randomized trial OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Cochrane office ergonomics chair low back pain adjustable chair intervention systematic review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |