Creation of an E-toileting Log Through Classification of the Physical Properties of Stool and Urine Using TrueLoo™
TrueLoo™: Determining the Feasibility of an Electronic Bowel Movement and Urinary Event Log Via In Situ Categorization of Physical Properties of Stool and Urine
2 other identifiers
observational
143
1 country
6
Brief Summary
The purpose of this study is to assess the feasibility of TrueLoo™, an Internet-connected smart toilet seat, in accurately monitoring and logging bowel movements and urinations of residents in senior living facilities across Northern California.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Nov 2019
6 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
November 14, 2019
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 1, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
June 18, 2021
CompletedFirst Submitted
Initial submission to the registry
July 14, 2021
CompletedFirst Posted
Study publicly available on registry
August 17, 2021
CompletedAugust 17, 2021
August 1, 2021
1.5 years
July 14, 2021
August 9, 2021
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Bowel movement and urinary event dataset creation
Number of urinations and bowel movements exhibited from each participant during the study period, as observed by TrueLoo™ image analysis.
Week 16 - 30
Secondary Outcomes (1)
Comparison with current methodologies
Week 16 - 30
Other Outcomes (1)
Identification of anomalous toileting patterns in TrueLoo™ data
Week 16 - 30
Study Arms (1)
Study group (all subjects)
All subjects belonged to the same study group, regardless of symptoms, disease diagnosis or state. Furthermore, there was no stratification of the population by sex, age, race or disease severity.
Interventions
TrueLoo™ is an Internet-connected, smart toilet seat that uses computer vision technology to log and capture daily bowel movements and urinations. This data is then categorized by physical excreta characteristics to train and develop machine learning algorithms that are intended to eventually identify significant changes in stool and urine in real-time.
Eligibility Criteria
The study population was comprised of subjects that belong to the same study group, regardless of symptoms, disease diagnosis or state. Furthermore, there was no stratification of the population by sex, age, race or disease severity.
You may qualify if:
- Must be willing to participate and provide consent for the study;
- Must be a male or female, aged 55 or older;
- Must be a resident of a senior living facility;
- Must have regular access to a TrueLoo™.
You may not qualify if:
- Candidates who are unwilling or unable to accept the requirements associated with installing TrueLoo™ in their residence, including power and Wi-Fi connectivity;
- Candidates who use certain types of toileting assistance devices that at this time are not compatible with TrueLoo™ (e.g., padded toilet seat risers).
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Toi Labs, Inc.lead
Study Sites (6)
Carlton Senior Living (Concord)
Concord, California, 94520, United States
Carlton Senior Living (Davis)
Davis, California, 95618, United States
Carlton Senior Living (Elk Grove)
Elk Grove, California, 95758, United States
Eskaton Village Carmichael
Sacramento, California, 95608, United States
Eskaton Lodge Cameron Park
Sacramento, California, 95682, United States
Masonic Homes
Union City, California, 94587, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Paul F Cristman, PhD, MS, BS
Toi Labs, Inc.
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
July 14, 2021
First Posted
August 17, 2021
Study Start
November 14, 2019
Primary Completion
June 1, 2021
Study Completion
June 18, 2021
Last Updated
August 17, 2021
Record last verified: 2021-08