ReviewScience translational medicine2023
Passive monitoring by smart toilets for precision health.
Review in Science translational medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- Artificial Intelligence and Digital Technologies in Prakriti Assessment: Toward Standardized Evidence-Based Ayurvedic Practice.Journal of Ayurveda and integrative medicine · 2026Review
- Deployment of a cloud-based passive defecation monitoring system for continuous gut health monitoring.Nature protocols · 2026Review
- Unobtrusive Sensing at Home Towards Healthcare 5.0: Technologies, Applications, and Future Directions.Biosensors · 2026Review
- AI-Driven Defecation Analysis by Smart Healthcare Toilet: Exploring Biometric Patterns and Eu-Tenesmus.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Non-Intrusive Monitoring of Vital Signs in the Lower Limbs Using Optical Sensors.Sensors (Basel, Switzerland) · 2025Article
- "DigitalMe" in smart cities.Innovation (Cambridge (Mass.)) · 2024Review
- Using the TrueLoo Smart Device to Record Toileting Sessions in Older Adults: Retrospective Validation and Acceptance Study.JMIR aging · 2024Article
- Utilization of the microbiome in personalized medicine.Nature reviews. Microbiology · 2024Review
- Psychobiotics and the Microbiota-Gut-Brain Axis: Where Do We Go from Here?Microorganisms · 2024Review
- Methods for Assessing Health Outcomes Associated with Food Insecurity in the United States College Student Population: A Narrative Review.Advances in nutrition (Bethesda, Md.) · 2024Review
- Older Adults' Perceptions About Using Intelligent Toilet Seats Beyond Traditional Care: Web-Based Interview Survey.JMIR mHealth and uHealth · 2023Article
- Growth phase estimation for abundant bacterial populations sampled longitudinally from human stool metagenomes.Nature communications · 2023Article
- Digital health for aging populations.Nature medicine · 2023Review
- How the adaptation of the human microbiome to harsh space environment can determine the chances of success for a space mission to Mars and beyond.Frontiers in microbiology · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Smart toilets are a key tool for enabling precision health monitoring in the home, but such passive monitoring has ethical considerations.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.