Search Filters

Search Results

Found 1 results

510(k) Data Aggregation

    K Number
    K071041
    Manufacturer
    Date Cleared
    2007-05-11

    (29 days)

    Product Code
    Regulation Number
    864.7750
    Reference & Predicate Devices
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The CoaguChek XS Plus System is intended for use by professional healthcare providers for quantitative prothrombin time testing for the monitoring of warfarin therapy. The system uses fresh capillary or non-anticoagulated venous whole blood.

    Device Description

    The CoaguChek XS Plus system is a portable coagulation monitoring system to monitor prothrombin time (PT) in patients receiving oral anticoagulant therapy. The system uses the amperometric detection of thrombin in the blood sample. A test strip is used to determine a PT value from 10 uL of whole blood. Onboard quality control is available on every test strip and the system also features an optional external quality control material (CoaguChek XS PT Control).

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the CoaguChek XS Plus System, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    The submission does not explicitly state "acceptance criteria" as a separate, quantified set of thresholds for each performance metric. Instead, it presents performance characteristics (e.g., accuracy, precision) of the new CoaguChek XS Plus System and compares them directly to the predicate device (CoaguChek XS System) to demonstrate substantial equivalence. The implication is that the performance of the new device is comparable to, or as good as, the predicate device.

    Performance MetricAcceptance Criteria (Implied: Comparable to Predicate)CoaguChek XS Plus System PerformancePredicate Device (CoaguChek XS) Performance
    Accuracy (Venous Blood vs. Lab Reference)Comparable to PredicateN = 811Slope = 1.090Intercept = -0.2Correlation = 0.974N = 710Slope = 1.034Intercept = -0.02Correlation = 0.974
    Accuracy (Capillary Blood vs. Lab Reference)Comparable to PredicateN = 822Slope = 1.075Intercept = -0.1Correlation = 0.972N = 700Slope = 1.006Intercept = 0.032Correlation = 0.971
    Whole Blood Precision (Venous)Comparable to PredicateN = 399Mean INR = 2.32SD = 0.046CV = 2.00N = 357Mean INR = 2.59SD = 0.06CV = 2.42
    Whole Blood Precision (Capillary)Comparable to PredicateN = 399Mean INR = 2.26SD = 0.077CV = 3.39N = 344Mean INR = 2.59SD = 0.11CV = 4.35
    Control Precision (Level 1)Comparable to PredicateN = 538Mean INR = 1.18SD = 0.04CV = 3.37N = 54Mean INR = 1.20SD = 0.01CV = 1.1
    Control Precision (Level 2)Comparable to PredicateN = 535Mean INR = 2.95SD = 0.12CV = 4.10N = 54Mean INR = 2.49SD = 0.06CV = 2.3
    Hematocrit RangeNot significantly affect test results for 25-55%Does not significantly affect test results for 25-55%Same
    BilirubinNo significant effect up to 30 mg/dLNo significant effect up to 30 mg/dLSame
    Triglyceride (Lipemic samples)No significant effect up to 500 mg/dLNo significant effect up to 500 mg/dLSame
    HemolysisNo significant effect up to 1000 mg/dLNo significant effect up to 1000 mg/dLSame
    HeparinUnaffected up to 0.8 U/mLUnaffected up to 0.8 U/mLSame
    Low Molecular Weight HeparinInsensitive up to 2 IU anti-factor Xa activity/mLInsensitive up to 2 IU anti-factor Xa activity/mLSame
    Measuring Range0.8 to 8.0 INR0.8 to 8.0 INRSame

    2. Sample Size Used for the Test Set and Data Provenance

    • Accuracy (Venous Blood): N = 811
    • Accuracy (Capillary Blood): N = 822
    • Whole Blood Precision (Venous): N = 399
    • Whole Blood Precision (Capillary): N = 399
    • Control Precision (Level 1): N = 538
    • Control Precision (Level 2): N = 535

    Data Provenance: The document does not explicitly state the country of origin or if the data was retrospective or prospective. Given the nature of a 510(k) submission for a medical device that measures PT, these are typically prospective clinical studies conducted in a controlled environment to evaluate immediate device performance.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts

    The document refers to "lab reference" for accuracy studies. This implies that standard laboratory methods for Prothrombin Time testing were used as the gold standard. However, it does not specify the number or qualifications of experts involved in performing these reference tests or establishing the ground truth. It's likely that certified medical laboratory technologists or similar professionals performed these reference tests.

    4. Adjudication Method for the Test Set

    Not applicable. This device measures a quantitative value (INR). Adjudication methods like 2+1 or 3+1 are typically used for qualitative or subjective assessments where multiple readers might interpret findings, for example, in image-based diagnostics. For quantitative measurements compared to a lab reference, such adjudication is not generally needed.

    5. If a Multi Reader Multi Case (MRMC) Comparative Effectiveness Study was Done

    No, an MRMC comparative effectiveness study was not done. The CoaguChek XS Plus System is a device designed for quantitative measurement of prothrombin time, not for subjective interpretation by multiple readers like an imaging device. Therefore, the concept of human readers improving with or without AI assistance is not directly applicable in this context.

    6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) was Done

    Yes, the studies reported are standalone performance studies of the device. The "System Performance Characteristics" section reports the accuracy and precision of the CoaguChek XS Plus System itself, comparing its measurements to a "lab reference" or evaluating its internal consistency. This is the device's inherent performance without human interpretation influencing the final reported value beyond the act of operating the device and performing the test.

    7. The Type of Ground Truth Used

    The ground truth used for accuracy studies was a "lab reference." This indicates that the device's PT/INR measurements were compared against results obtained from established, likely hospital- or clinical laboratory-based reference methods for Prothrombin Time determination. This would typically involve trained technicians using calibrated laboratory instruments.

    8. The Sample Size for the Training Set

    The document does not provide information about a "training set" or its sample size. This is typical for a 510(k) submission for a device like the CoaguChek XS Plus, which is primarily an analytical measurement device. The device's underlying technology (electrochemical detection of thrombin activity) is well-established, and its "software" is focused on measurement processing and user interface features, rather than learning from a large dataset in the way a machine learning algorithm would. The "measurement software" is stated to be identical to the predicate, suggesting it's not a new algorithm "trained" on data.

    9. How the Ground Truth for the Training Set Was Established

    As no training set is mentioned or applicable in the context of this device's development as described, there is no information on how its ground truth would have been established. If any internal development iterations involved data, it would likely be against reference lab methods to ensure the electrochemical principle and measurement algorithms were correctly implemented.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 1