How reliable are the pulse rate and oxygen saturation algorithms used in consumer-grade smart sock monitors during periods of high infant movement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable are the pulse rate and oxygen saturation algorithms used in consumer-grade smart sock monitors during periods of high infant movement?
3 real searches · 1 real-search pass
consumer infant pulse oximeter smart sock motion artifact accuracy study Owlet Smart Sock movement infantGoogle ↗
OBSERVEDReason
FDA infant pulse oximeter consumer smart sock motion artifact accuracy study pulse rate oxygen saturationGoogle ↗
OBSERVEDReason
AAP consumer infant oxygen monitors smart socks accuracy movement pulse oximetryGoogle ↗
OBSERVEDOther / navigational
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). 3 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
consumer infant pulse oximeter smart sock motion artifact accuracy study Owlet Smart Sock movement infant Google ↗
FDA infant pulse oximeter consumer smart sock motion artifact accuracy study pulse rate oxygen saturation Google ↗
AAP consumer infant oxygen monitors smart socks accuracy movement pulse oximetry Google ↗
- Accuracy of Pulse Oximetry-Based Home Baby Monitors | Cardiology | JAMA · jamanetwork.com
- Accuracy of Wireless Pulse Oximeter on Preterm or <2.5 kg Infants · pubmed.ncbi.nlm.nih.gov
- The Diagnostic Accuracy of an Over-The-Counter Infant Pulse Oximeter for Cardiorespiratory Events · pmc.ncbi.nlm.nih.gov
- Diagnostic accuracy of an over-the-counter infant pulse oximeter for cardiorespiratory events · fn.bmj.com
- 16.6 SpO2 and Pulse Rate Performance · support.owletcare.com
- Do Not Use Unauthorized Infant Devices for Monitoring Vital Signs: FDA Safety Communication · fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
consumer infant pulse oximeter smart sock motion artifact accuracy study Owlet Smart Sock movement infant OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA infant pulse oximeter consumer smart sock motion artifact accuracy study pulse rate oxygen saturation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AAP consumer infant oxygen monitors smart socks accuracy movement pulse oximetry OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |