AI system
- System
-
Fitbit Alta HR resting heart rate (Fitbit app)
- Model
-
Not assessed
- Release
-
Exact release not established.
- Application developer
-
Fitbit (
Google) - Role
-
The device calculated resting heart rate over time.
- Configuration
-
The participant used a Fitbit Alta HR.
- Inputs and outputs
-
Not assessed
- Autonomy
-
Not assessed
- Workflow
-
The wearer tracks resting heart rate over months with a Fitbit. A systemic inflammatory illness raises resting heart rate persistently. The wearer brings the trend to a clinician who pursues imaging.
- Human oversight
-
Not assessed
- Relation to AI
-
The device's resting-heart-rate algorithm produced the trend the patient noticed; there was no alert, and the patient and clinicians drew the inference. The authors credit the elevated resting heart rate with an earlier diagnosis.
- AI contribution
-
The device's resting-heart-rate algorithm produced the trend the patient noticed; there was no alert, and the patient and clinicians drew the inference. The authors credit the elevated resting heart rate with an earlier diagnosis.
Benefits
- Outcome identifiers
-
Not assessed
- Benefit
-
resting heart rate had risen persistently from about 55 to about 75 beats per minute
- Category
-
Improved Physical Health
- Status
-
Not assessed
- Beneficiary groups
-
People.
- Beneficiaries
-
Not assessed
- Reach
-
Not assessed
- Distribution and access
-
Not assessed
- Duration
-
Not assessed
- Expected?
-
No
- Costs and harms
-
Not assessed
Measurement
- Studies
-
Not assessed
- Study design
-
Not assessed
- Measurement
-
Not assessed
- Setting and sample
-
Not assessed
- Measures
-
resting heart rate had risen persistently from about 55 to about 75 beats per minute
- Comparison
-
Not assessed
- Results
-
resting heart rate had risen persistently from about 55 to about 75 beats per minute
- Additional value from AI
-
Not assessed
- Limitations
-
Not assessed
- Denominators
-
Not assessed
- Materials for replication
-
Not assessed
Money
- Kind of value
-
Not assessed
- Amount
-
Not assessed
- Currency and prices
-
Not assessed
- Period and unit
-
Not assessed
- Realization
-
Not assessed
- Recipients and payers
-
Not assessed
- Gross or net
-
Not assessed
- Included costs
-
Not assessed
- Comparison
-
Not assessed
- Method
-
Not assessed
- Return and payback
-
Not assessed
People and places
- Participants
-
Developer:
Fitbit (
Google). - Jurisdictions
-
Benefit: Zurich,
Switzerland. Developer:
United States. - Ownership and control
-
Not assessed
- Dependencies
-
Not assessed
- Cross-border connections
-
Not assessed
- Geopolitical implications
-
Not assessed
Follow-up
- Conditions for replication
-
A stable personal baseline exists. The clinician treats the trend as a signal rather than noise. Diagnostic imaging and immunosuppressive therapy are available.
- Replication attempts
-
Not assessed
- Later findings
-
Both cited entries are the same case report; no later development was found.
- Availability
-
Not assessed
- Institutional decision
-
Not assessed
- Grounds
-
Not assessed
- Action and result
-
Not assessed
- Success criterion
-
Not assessed
Evidence
- Source numbers
-
AIBD-0027-source-0001–0002
- Citations
-
Numbered references below.
- Language
-
Not assessed
- Source relationships
-
Independent
- Original evidence
-
Not assessed
- Access and versions
-
Not assessed
- Supported findings
-
Not assessed
- Evidence links
-
Not assessed
- Evidence strength
-
Not assessed
- Missing evidence
-
Not assessed
Grades
- Assessed benefits
-
People.
- Depth
-
People: 2.
- Reasons
-
People: One woman obtained an earlier diagnosis of giant cell arteritis with large vessel involvement and prompt immunosuppressive treatment that resolved her symptoms. A material benefit to one person.
- Observed or intended
-
Not assessed
- Rubric
-
Not assessed
- Assessor and date
-
Not assessed
- Alternative assessments
-
Not assessed
- Fill
-
Independently studied
Entry details
- Kind
-
Not assessed
- Related entries
-
Consumer wearable health metric read in its app: a Fitbit resting-heart-rate trend proved true, while Oura's inferred sleep stages were allegedly less accurate than marketed, harming ring purchasers who relied on them.
- Field
-
Healthcare (rheumatology). Consumer wearables.
- Purpose
-
The Fitbit Alta HR computes resting heart rate for fitness tracking; it was not built to detect vasculitis, so this benefit was not its purpose.
- Dates
-
Date basis unassessed: 2022 (precision unassessed). Updated: 21 October 2026.
- Stage
-
Not assessed
- Version
-
SHA-256: eeda0aac83a8…
References
- Other identifiers
-
AI Incident Database: 1666.
- Category mappings
-
Not assessed
- Brief
-
Not assessed
- Revisions
-
5 revisions. Latest: 21 October 2026.
Sources
-
Case report Independent author
Gkikopoulos N, Wenger M, Distler O, Becker M (2022). Self-monitoring of the resting heart rate using a fitness tracker smartwatch application leads to an early diagnosis of large vessel vasculitis. BMJ Case Reports 15(2):e245021.
The persistently elevated RHR led the patient to seek medical advice and contributed to an earlier diagnosis of a potentially severe disease.
-
Case report Independent author
Gkikopoulos N et al. (2022). BMJ Case Reports 15(2):e245021.
Treatment with glucocorticoids and tocilizumab led to a significant improvement of her symptoms and decrease in inflammatory parameters.
Collections: Cross-border cases.