How reliable is smartwatch-based menstrual cycle tracking for women who have irregular work schedules and fluctuating sleep patterns?
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The searches the AI actually ran for this prompt.
SEED QUERY
How reliable is smartwatch-based menstrual cycle tracking for women who have irregular work schedules and fluctuating sleep patterns?
3 real searches · 1 real-search pass
wearable menstrual cycle tracking accuracy skin temperature irregular sleep shift work study ovulation predictionGoogle ↗
OBSERVED
menstrual cycle tracking apps wearable temperature limitations shift work sleep circadian rhythm studyGoogle ↗
OBSERVED
ACOG fertility awareness irregular cycles wearable temperature contraception menstrual trackingGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
wearable menstrual cycle tracking accuracy skin temperature irregular sleep shift work study ovulation prediction Google ↗
menstrual cycle tracking apps wearable temperature limitations shift work sleep circadian rhythm study Google ↗
ACOG fertility awareness irregular cycles wearable temperature contraception menstrual tracking Google ↗
- Nocturnal finger skin temperature in menstrual cycle tracking: ambulatory pilot study using a wearable Oura ring · pmc.ncbi.nlm.nih.gov
- Modern fertility awareness methods: wrist wearables capture the changes in temperature associated with the menstrual cycle · pmc.ncbi.nlm.nih.gov
- The diagnostic accuracy of wearable digital technology in detecting fertility window and menstrual cycles: a systematic review and Bayesian network meta-analysis · nature.com
- Innovative Approaches to Menstruation and Fertility Tracking Using Wearable Reproductive Health Technology: Systematic Review · pmc.ncbi.nlm.nih.gov
- The Accuracy of Wrist Skin Temperature in Detecting Ovulation Compared to Basal Body Temperature: Prospective Comparative Diagnostic Accuracy Study · pubmed.ncbi.nlm.nih.gov
- Fertility Awareness-Based Methods of Family Planning · acog.org
- Fertile-window misclassification in period-tracking applications and associated pregnancy risk: a large observational analysis. · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
wearable menstrual cycle tracking accuracy skin temperature irregular sleep shift work study ovulation prediction OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
menstrual cycle tracking apps wearable temperature limitations shift work sleep circadian rhythm study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ACOG fertility awareness irregular cycles wearable temperature contraception menstrual tracking OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |