Can mindful breathing apps on budget smartwatches effectively lower acute anxiety without professional therapy?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can mindful breathing apps on budget smartwatches effectively lower acute anxiety without professional therapy?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
systematic review slow paced breathing acute anxiety randomized trial wearable smartwatch breathing app anxiety evidence Google ↗
wearable mindfulness breathing interventions anxiety systematic review smartwatch app limitations evidence Google ↗
- Respiratory therapy for the treatment of anxiety: Meta-analytic review and regression · pubmed.ncbi.nlm.nih.gov
- A systematic review of brief respiratory, embodiment, cognitive, and mindfulness interventions to reduce state anxiety · pubmed.ncbi.nlm.nih.gov
- JMIR Mental Health - The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review · mental.jmir.org
- The impact of mindfulness apps on psychological processes of change: a systematic review. · pubmed.ncbi.nlm.nih.gov
- Breathing Practices for Stress and Anxiety Reduction: Conceptual Framework of Implementation Guidelines Based on a Systematic Review of the Published Literature · pubmed.ncbi.nlm.nih.gov
- Breathing Practices for Stress and Anxiety Reduction: Conceptual Framework of Implementation Guidelines Based on a Systematic Review of the Published Literature · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
systematic review slow paced breathing acute anxiety randomized trial wearable smartwatch breathing app anxiety evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
wearable mindfulness breathing interventions anxiety systematic review smartwatch app limitations evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |