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510(k) Data Aggregation

    K Number
    K152365
    Manufacturer
    Date Cleared
    2016-04-21

    (244 days)

    Product Code
    Regulation Number
    862.1345
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The AgaMatrix Jazz™ Wireless 2 Blood Glucose Monitoring System is intended for the quantitative measurement of blood glucose (sugar) levels in fresh capillary whole blood samples drawn from the fingertip. It is intended to be used by a single patient and should not be shared. The AgaMatrix Jazz ™ Wireless 2 Blood Glucose Monitoring System is intended for selftesting outside the body (In vitro diagnostic use) by people with diabetes at home as an aid to monitor the effectiveness of diabetes control. The AgaMatrix Jazz™ Wireless 2 Blood Glucose Monitoring System is not for the diagnosis of, or screening for diabetes, and is not intended for use with neonates.

    The AgaMatrix Jazz™ Blood Glucose Test Strips are for use with the AgaMatrix Jazz™ Wireless 2 Blood Glucose Meter to quantitatively measure glucose (sugar) in fresh capillary whole blood samples drawn from the fingertip.

    Device Description

    The AgaMatrix Jazz™ Wireless 2 Blood Glucose Monitoring System includes the AgaMatrix Jazz™ Wireless 2 Blood Glucose Meter and the AgaMatrix Jazz™ Blood Glucose Test Strips. The apply blood symbol is displayed for the user to apply blood to the test strip until the meter begins the test. When enough blood has been applied to the strip electrodes the meter detects trigger current from the test strip initiating the test countdown. When the countdown is complete a test result is displayed on the meter screen. The unit of measure displayed on the meter screen is fixed in mg/dL and cannot be modified by the user.

    The following items are included in the AgaMatrix Jazz™ Wireless 2 Blood Glucose Monitoring System:

    • 1 AgaMatrix Jazz™ Wireless 2 Glucose Meter .
    • . 1 Owner's Guide
    • . 1 Carry Case
    • 1 AgaMatrix Lancing Device .
    • . 10 AgaMatrix Lancets
    • AgaMatrix Jazz™ Blood Glucose Test Strips -
    • -1 Meter Pairing & Syncing Guide

    The following items are compatible with the AgaMatrix Jazz™ Wireless 2 Glucose Monitoring System and are available separately:

    • . AgaMatrix Glucose Control Solutions (cleared in K103544)
    • AgaMatrix Diabetes Manager Mobile Application (cleared in K132821) -
    AI/ML Overview

    Here's a summary of the acceptance criteria and the study details for the AgaMatrix Jazz Wireless 2 Blood Glucose Monitoring System, extracted from the provided document:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document doesn't explicitly state "acceptance criteria" in a single consolidated table with corresponding performance. However, based on the Performance Characteristics section, the implicit acceptance criteria are derived from standard deviations, coefficients of variation (CV%), and percentages of agreement within certain error ranges when compared to a reference method (YSI 2300 Glucose Analyzer).

    Analytical Performance (Precision/Reproducibility):

    Glucose Concentration (mg/dL)Acceptance Criteria (Implicit from Industry Standards/FDA Guidance)Reported Device Performance (CV%)
    30-50Not explicitly stated, but generally low CV% is desiredCombined: 9.0% (SD: 2.9 mg/dL)
    51-110Not explicitly stated, but generally low CV% is desiredCombined: 4.3% (SD: 4.2 mg/dL)
    111-150Not explicitly stated, but generally low CV% is desiredCombined: 3.2% (SD: 4.1 mg/dL)
    151-250Not explicitly stated, but generally low CV% is desiredCombined: 3.5% (SD: 7.7 mg/dL)
    251-400Not explicitly stated, but generally low CV% is desiredCombined: 4.0% (SD: 15.3 mg/dL)
    Intermediate Precision
    Control Level 1 (57 mg/dL)Not explicitly stated, but generally low CV% is desiredLot 1: 2.8%, Lot 2: 3.7%, Lot 3: 3.1%
    Control Level 2 (134-137 mg/dL)Not explicitly stated, but generally low CV% is desiredLot 1: 2.6%, Lot 2: 2.1%, Lot 3: 2.3%
    Control Level 4 (342-345 mg/dL)Not explicitly stated, but generally low CV% is desiredLot 1: 2.5%, Lot 2: 2.6%, Lot 3: 2.2%

    Method Comparison (System Accuracy) with YSI Reference:

    This part of the study is crucial for demonstrating device accuracy against a recognized standard. The acceptance criteria for blood glucose monitoring systems are typically based on ISO 15197:2013, which specifies accuracy requirements. Although the document doesn't explicitly refer to ISO 15197, the presentation of results in terms of percentage agreement within specific limits (e.g., ±5 mg/dL, ±15%) aligns with these standards.

    Glucose ConcentrationAcceptance Criteria (Implied based on typically adopted standards for BGMS)Reported Device Performance (Combined)
    < 75 mg/dL≥95% of results within ±15 mg/dL of reference99.0% (95/96) within ±15 mg/dL
    ≥ 75 mg/dL≥95% of results within ±15% of reference97.5% (269/276) within ±15%

    User Performance Study (System Accuracy by Lay Users):

    Glucose ConcentrationAcceptance Criteria (Implied based on typically adopted standards for BGMS)Reported Device Performance
    < 75 mg/dL≥95% of results within ±15 mg/dL of reference100.0% (4/4) within ±15 mg/dL
    ≥ 75 mg/dL≥95% of results within ±15% of reference94.8% (91/96) within ±15%

    Note: While the lay user study reported 94.8% within ±15% for ≥75 mg/dL, the document concludes that "all AgaMatrix Jazz™ Wireless 2 BGMS performance criteria were met." This implies that 94.8% was considered acceptable or within an allowable margin for this specific study, or perhaps the overall performance across all criteria was sufficient for substantial equivalence.

    2. Sample Sizes and Data Provenance

    Test Set (Method Comparison):

    • Sample Size: 124 whole blood samples (117 fresh capillary fingerstick, 7 altered blood samples).
    • Data Provenance: Not explicitly stated (e.g., country of origin, retrospective/prospective). However, the study involves fresh capillary samples and altered blood samples, suggesting a prospective, controlled laboratory setting.

    Test Set (User Performance Study):

    • Sample Size: 100 lay users with Type 1 or Type 2 diabetes. Each user contributed samples, but the total number of individual glucose measurements or cases is not explicitly stated beyond implying "samples from the finger." The reported results (4/4 for <75 mg/dL and 96 for ≥75 mg/dL) suggest a total of 100 measurements (4 + 96 = 100 observations).
    • Data Provenance: Not explicitly stated (e.g., country of origin, retrospective/prospective). The nature of a "lay user study" implies prospective data collection from individuals.

    3. Number of Experts and Qualifications for Ground Truth

    • Number of Experts: Not applicable in the context of blood glucose monitoring systems accuracy studies.
    • Qualifications of Experts: Not applicable.

    For blood glucose monitoring systems, ground truth is established by a highly accurate reference instrument, not by expert human graders.

    4. Adjudication Method for the Test Set

    • Adjudication Method: Not applicable.

    Since the ground truth is established by a reference instrument (YSI 2300 Glucose Analyzer), there is no need for human adjudication of results to establish ground truth.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    • Was it done?: No.
    • Effect Size: Not applicable.

    MRMC studies are typically used for imaging diagnostics where human readers interpret medical images. This is not relevant for a blood glucose monitoring system, where the device provides a quantitative numerical output. The "user performance study" evaluates the device's accuracy when operated by lay users, which is a different type of assessment than an MRMC study.

    6. Standalone Performance Study (Algorithm Only)

    • Was it done?: Yes, multiple studies were performed to evaluate the standalone performance of the device.

    The entire "Analytical performance" section (Precision/Reproducibility, Linearity, Analytical Specificity) and the "Method comparison with predicate device" describe the standalone performance of the device compared to a reference method, without human interpretation of results. The "User Performance Study" also assesses the device's standalone accuracy in the hands of the intended users.

    7. Type of Ground Truth Used

    • Type of Ground Truth: Reference instrument measurement.

    For all accuracy studies (precision, linearity, method comparison, and user performance), the device's results were compared to those obtained from the YSI Model 2300 Glucose Analyzer, which serves as the gold standard reference method for glucose concentration. The calibration of the device is also traceable to NIST SRM 917c.

    8. Sample Size for the Training Set

    • Sample Size: Not explicitly stated for a "training set."

    Blood glucose monitoring systems like this one are typically calibrated during manufacturing rather than "trained" in the way AI/ML models are. The linearity study (with 12 prepared venous blood samples tested in 12 replicates for 3 lots, totaling 12 x 12 x 3 = 432 measurements) and other analytical studies contribute to the overall validation and calibration, but not in the "training set" sense of machine learning.

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

    • How Established: For glucose monitoring systems, calibration is typically performed during manufacturing using known glucose standards.

    The document states, "The device is factory calibrated. Further calibration by the user is not necessary for operation. The calibration is traceable to NIST SRM 917c." This indicates that the ground truth for calibration (which would be analogous to a training set in a different context) is established through highly accurate, traceable chemical standards.

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