Wearable Diagnostic for Detection of COVID-19 Infection

Study Overview
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Brief Summary
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The goals of this study are 1) to validate the use of a wearable diagnostic capability and software as a medical device (SaMD) algorithm for the pre or early-symptomatic detection of COVID-19 infection, 2) assess the wearable device on the subjects, and 3) ensure data are collected, securely stored, and easily read and interpreted by non-laboratory personnel.

Detailed Description
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This is an open label iterative study designed to calibrate the algorithm to maximize its test characteristics. The sample size is derived from the minimum number of COVID-19 subjects required to evaluate algorithm sensitivity and specificity. A sample size of 200 true positive COVID-19 infections is anticipated to assess device predictive analytics. Assuming a six-month enrollment period, a 15 percent patient lost to follow-up rate, and a positive COVID-19 infection rate of 10 percent within the study population, a sample size of 2,352 subjects will be enrolled in this prospective study. Primary Outcomes: The primary outcomes of interest are performance of the BioSticker multiparameter vital signs wearable and the sensitivity of the BioCloud-based algorithms in detecting early onset of active COVID-19 related signs and symptom in subjects prior to or coincident with a positive COVID-19 diagnostic test and the specificity of the BioSticker algorithms in distinguishing positive diagnosis of infection from negative diagnosis of infection among subjects. COVID-19 infection will be confirmed by both participant affirmation and diagnostic laboratory testing. Additional primary outcome is the intuitive presentation of affirmative diagnostic results from the BioSticker early detection algorithm(s). Secondary Outcomes: The secondary outcomes of interest include correlation of biometric data indicators to individual-level experiential feedback reported through participant symptom-tracking and diagnostic questionnaires.

Official Title
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Wearable Diagnostic for Detection of COVID-19 Infection

Conditions
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COVID-19

Participation Criteria
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Eligibility Criteria
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Cohort 1- Exposed/ Early Symptomatic Group Inclusion Criteria: age 18 or older; able to follow the study device wear instructions per the Instructions for Use; no positive viral test within 60 days prior to enrollment; and willing and able to provide written, informed consent. Exclusion Criteria: pregnant or breastfeeding; wearing a defibrillator or pacemaker; known or suspected cardiac dysrhythmias known or suspected allergy to adhesives; chronic daily use of non-steroidal anti-inflammatory medications (NSAIDs) and antipyretic medications open wounds or infected, irritated, scarred, or inflamed areas of skin on the upper chest preventing placement of the biosensor; and current or planned use of either an investigation pharmaceutical or an investigational device during the study. Cohort 1- Vaccine Group Inclusion Criteria: Subjects seeking the mRNA-based Pfizer/BioNTech and Moderna vaccine series are eligible for the study if they are: Age 18 or older; 12 years of age -17 years of age are approved to participate in the vaccine Cohort portion of the study. scheduled to receive their first and second dose of the Pfizer/BioNTech or Moderna COVID-19 vaccine able to follow the study device wear instructions per the Instructions for Use; no positive viral test within 60 days prior to enrollment; and willing and able to provide written, informed consent. Willing and able to take an oral temperature Exclusion Criteria: Potential subjects seeking the mRNA-based Pfizer/BioNTech and Moderna vaccine series will be excluded from the study if they are or have any of the following: pregnant or breastfeeding; wearing a defibrillator or pacemaker; known or suspected cardiac dysrhythmias known or suspected allergy to adhesives; chronic daily use of non-steroidal anti-inflammatory medications (NSAIDs) and antipyretic medications open wounds or infected, irritated, scarred, or inflamed areas of skin on the upper chest preventing placement of the biosensor; and current or planned use of either an investigation pharmaceutical or an investigational device during the study. previously fully vaccinated subjects

Ages Eligible for Study
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Minimum Age: 18 Years

Sexes Eligible for Study
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All

Accepts Healthy Volunteers
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Accepts Healthy Volunteers

Study Plan
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How is the study designed?
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Arms and Interventions

| Participant Group/Arm | Intervention/Treatment |
| --- | --- |
| Cohort 1- Exposed/Early Symptomatic<br>The population identified for this study includes subjects who request COVID-19 testing in response to a concern for recent COVID-19 exposure and/or concern of COVID-19-like related symptoms. We will recruit and enroll patients through public facing websites, clinic and pharmacy vaccination schedules and on-site vaccination marketing. For the population with recent COVID-19 exposure and/or concern of COVID-19-like related symptoms, population identification includes subjects who visit eTrueNorth's https://www.doineedacovid19test.com/ website where subjects have access to over 7,500 testing site locations across the nation. Otherwise, individuals seeking COVID-19 testing will be directed to the ClinOne, Inc. website for information regarding the Wearable Diagnostic for Detection of COVID-19 Infection study contact information for study participation, enrollment into the study using eConsent, and will receive a BioSticker wearable kit by express mail the next day. | |
| CoHort 2- Pfizer or Moderna Vaccine<br>Secondly, the other population identified for this study includes subjects who are scheduled for the first and second dose of the mRNA-based Pfizer/BioNTech and Moderna vaccine series. For the population seeking the mRNA-based Pfizer/BioNTech and Moderna vaccine series, we will recruit and enroll patients through public-facing websites, clinic, and pharmacy vaccination schedules, and on-site vaccination marketing | |

What is the study measuring?
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Primary Outcome Measures

| Outcome Measure | Measure Description | Time Frame |
| --- | --- | --- |
| The primary outcome of interest are performance of the BioSticker, a medical grade multi-parameter wearable biosensor. | Biometric data will be measured for 14 days using the application of the BioSticker on the upper left side of the chest. | 14 days | 
| The primary outcome of interest are performance of the BioSticker, a medical grade multi-parameter wearable biosensor. | Vital Signs measurements will be collected for 14 days using the application of the BioSticker on the upper left side of the chest. | 14 days | 
| The primary outcome of interest are performance of the BioSticker wearable for detecting early onset of active COVID-19 related symptoms. | Symptom tracking data will be collected through daily questionnaires for 14 consecutive days, administered through ClinOne. Health data known to be associated with COVID-19 risk and severity, including comorbid conditions, risk factors, and demographic data will be collected from subjects during screening and enrollment via the ClinOne study website. | 14 days | 
| The primary outcome of interest is the sensitivity of the BioCloud-based algorithms in detecting early onset of active COVID-19. | BioSticker sensor data will be time-stamped and annotated against clinical events (e.g., fever, cough), symptom progression data, and other indicators of infection as they are identified. Weighting coefficients for predictive algorithms will be tuned and algorithms will be iteratively refined using machine learning methods and small batches of data anticipated to include between 20 and 50 positive cases per set, and validated against sensor data obtained from COVID-19-negative subjects. | 14 days | 

Secondary Outcome Measures

| Outcome Measure | Measure Description | Time Frame |
| --- | --- | --- |
| The secondary outcomes of interest include correlation of biometric data indicators to patient reported symptoms. | Individual-level experiential feedback will be reported through participant symptom- tracking and diagnostic questionnaires for 14 consecutive days. | 14 days | 

 Terms related to the study
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Keywords Provided by Centre Hospitalier Valida
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Recent known exposure to COVID-19, Asymptomatic, Early COVID-19 Symptoms