Real ChatGPT answer · index seedNQyvuqENBKYcompleteHealth and wellness · common conditions and symptomscomparison
How reliable is the Fitbit heart rate and sleep tracking data for detecting early signs of atrial fibrillation in older adults?
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The searches the AI actually ran for this prompt.
SEED QUERY
How reliable is the Fitbit heart rate and sleep tracking data for detecting early signs of atrial fibrillation in older adults?
3 real searches · 1 real-search pass
Fitbit irregular rhythm notifications atrial fibrillation validation study older adults PPG sleep FDA studyGoogle ↗
OBSERVEDReason
American Heart Association smartwatch atrial fibrillation screening photoplethysmography ECG confirm diagnosis older adults guidelineGoogle ↗
OBSERVEDInstruction
Fitbit heart rate sleep tracking accuracy study sleep stages older adultsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Fitbit irregular rhythm notifications atrial fibrillation validation study older adults PPG sleep FDA study Google ↗
American Heart Association smartwatch atrial fibrillation screening photoplethysmography ECG confirm diagnosis older adults guideline Google ↗
Fitbit heart rate sleep tracking accuracy study sleep stages older adults Google ↗
- Detection of Atrial Fibrillation in a Large Population Using Wearable Devices: The Fitbit Heart Study. · pubmed.ncbi.nlm.nih.gov
- Detection of Atrial Fibrillation in a Large Population using Wearable Devices: the Fitbit Heart Study · pmc.ncbi.nlm.nih.gov
- Detection of Atrial Fibrillation in a Large Population Using Wearable Devices: The Fitbit Heart Study · pmc.ncbi.nlm.nih.gov
- Performance evaluation of consumer sleep-tracking wearables and nearables in healthy young and older adults. · pubmed.ncbi.nlm.nih.gov
- 2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Atrial Fibrillation: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines · jacc.org
- 2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Atrial Fibrillation: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fitbit irregular rhythm notifications atrial fibrillation validation study older adults PPG sleep FDA study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Heart Association smartwatch atrial fibrillation screening photoplethysmography ECG confirm diagnosis older adults guideline OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Fitbit heart rate sleep tracking accuracy study sleep stages older adults OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |