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510(k) Data Aggregation

    K Number
    K033482
    Manufacturer
    Date Cleared
    2003-11-26

    (22 days)

    Product Code
    Regulation Number
    866.1645
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Device Name :

    MICROSCAN SYNERGIES PLUS GRAM NEGATIVE MIC/COMBO PANELS WITH AMPICILLIN (0.25-128 UG/ML)

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    MicroScan® Synergies plus™ Gram-Negative MIC/Combo Panel is used to determine quantitative and/or qualitative antimicrobial agent susceptibility of colonies grown on solid media of rapidly growing aerobic and facultative anaerobic Gram-Negative bacilli (Enterobacteriaceae, glucose non-fermenters, and non-Enterobacteriaceae glucose fermenters. After inoculation, panels are read on the WalkAway® S7 System or equivalent (upgraded WalkAway® 40 or WalkAway® 96) according to the Package Insert.

    This particular submission is to revise the limitation for the antimicrobial agent Ampicillin and Proteus mirablis on the MicroScan® Synergies plus™ Gram-Negative MICICombo Panels.

    The Gram-Negative organisms which may be used for Ampicillin susceptibility testing in this panel are:

    Escherichia coli Proteus mirabilis Salmonella spp.

    The MicroScan Synergies plus" Gram-Negative with Ampicillin is not intended for use with:

    Citrobacter spp. Enterobacter spp. Klebsiella spp. Providencia spp Proteus vulgaris Shigella spp

    Device Description

    Not Found

    AI/ML Overview

    This request cannot be fulfilled as the provided document is a 510(k) summary for a medical device and does not contain the detailed study information required to answer the prompt.

    Specifically, the document is a regulatory approval letter from the FDA. It states that the device is "substantially equivalent" to a legally marketed predicate device, but it does not include the actual study design, acceptance criteria for performance, test set details, ground truth establishment, or any information about a multi-reader multi-case study, standalone performance, or training set used for the device's development or validation.

    Therefore, I cannot extract the requested information from this document.

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    K Number
    K020398
    Manufacturer
    Date Cleared
    2002-05-16

    (99 days)

    Product Code
    Regulation Number
    866.1645
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Device Name :

    MICROSCAN SYNERGIES PLUS GRAM NEGATIVE MIC/COMBO PANELS WITH AMPICILLIN (0.25-128 UG/ML)

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    MicroScan® Synergies plus™ Gram-Negative MIC/Combo Panel is used to determine quantitative and/or qualitative antimicrobial agent susceptibility of colonies grown on solid media of rapidly growing aerobic and facultative anaerobic Gram-Negative bacilli (Enterobacteriaceae, glucose non-fermenters, and non-Enterobacteriaceae glucose fermenters. After inoculation, panels are read on the WalkAway® SI System or equivalent (upgraded WalkAway® 40 or WalkAway® 96) according to the Package Insert.

    This particular submission is for the antimicrobial Ampicillin on the Synergies plus" Gram-Negative MIC/Combo Panels.

    The Gram-Negative organisms which may be used for Ampicillin susceptibility testing in this panel are:

    Escherichia coli Salmonella spp.

    The MicroScan® Synergies plus™ Gram-Negative with Ampicillin is not intended for use with:

    Citrobacter spp. Enterobacter spp. Klebsiella spp. Providencia spp. Proteus mirabilis Proteus vulgaris Shigella spp.

    Device Description

    MicroScan® rapID/S plus™ Gram-Negative MIC/Combo Panels are designed for use in determining quantitative and/or qualitative antimicrobial agent susceptibility of colonies grown on solid media of rapidly growing aerobic and facultative anaerobic gram-negative bacilli. The MicroScan® rapID/S plus ™ Gram-Negative MIC/Combo Panels are read on the WalkAway SI System or equivalent (upgraded WalkAway 40 or WalkAway® 96 instruments).

    The antimicrobial susceptibility tests are miniaturizations of the broth dilution susceptibility test that have been diluted in Mueller-Hinton Broth to concentrations bridging the range of clinical interest and are presented in micro-titer wells in dried form. rapID/S plus™ panels are inoculated and rehydrated with a standardized suspension of the organism and incubated at 35°C in the WalkAway® SV System or equivalent for 4.5 - 18 hours. The minimum inhibitory concentration (MIC) for the test organism is determined by the lowest antimicrobial concentration showing inhibition of growth.

    AI/ML Overview

    The document describes the performance of the MicroScan® Synergies plus™ Gram-Negative MIC/Combo Panels with Ampicillin for determining antimicrobial susceptibility.

    1. Acceptance Criteria and Reported Device Performance

    The study compares the performance of the MicroScan® Synergies plus™ Gram-Negative MIC/Combo Panel with Ampicillin against an NCCLS frozen Reference Panel.

    Acceptance Criteria (Stated Goal in "Guidance on Review Criteria for Assessment of Antimicrobial Susceptibility Devices")Reported Device Performance (MicroScan® Synergies plus™ Gram-Negative with Ampicillin)
    Overall Essential Agreement (EA) with reference method97.6% EA
    Reproducibility and PrecisionAcceptable for Turbidity inoculum prep method and WalkAway SI System
    Quality Control resultsAcceptable for Ampicillin

    Note: The specific numeric acceptance criteria for Essential Agreement, Reproducibility, and Quality Control are not explicitly stated in the provided text but are implied to have been met by the device's reported performance.

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

    • Sample Size for Test Set: The document mentions that the external evaluation was conducted with "fresh and stock Efficacy isolates and stock Challenge strains." However, the exact number of isolates or strains used for the test set is not specified in the provided text.
    • Data Provenance: The data provenance is not explicitly stated in terms of country of origin. The evaluation was an "external evaluation," implying it was conducted outside the manufacturer's internal testing. It appears to be a prospective evaluation comparing the new device against a reference method.

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

    This information is not provided in the document. The ground truth was established by an "NCCLS frozen Reference Panel" and "Expected Results determined prior to the evaluation" for challenge strains, but details on human experts involved or their qualifications are absent.

    4. Adjudication Method for the Test Set

    The adjudication method is not explicitly stated. The comparison was made against an "NCCLS frozen Reference Panel" and "Expected Results" for challenge strains. It's likely that the reference panel itself serves as the 'ground truth' rather than a human adjudication process in the traditional sense for image interpretation.

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

    No, a Multi-Reader Multi-Case (MRMC) comparative effectiveness study was not done. This study is focused on the standalone performance of the automated antimicrobial susceptibility testing device compared to a reference method, not on human reader performance with or without AI assistance.

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

    Yes, a standalone performance study was done. The report describes the evaluation of the MicroScan® Synergies plus™ Gram-Negative MIC/Combo Panel with Ampicillin (an automated device that determines MIC) against an "NCCLS frozen Reference Panel." This evaluation assesses the device's ability to accurately determine antimicrobial susceptibility concentrations without human intervention in the interpretation of the results.

    7. The Type of Ground Truth Used

    The ground truth used was primarily an NCCLS frozen Reference Panel. For challenge strains, "Expected Results" determined prior to the evaluation were used. These methods are considered established laboratory reference standards for antimicrobial susceptibility testing.

    8. The Sample Size for the Training Set

    The document does not provide any information about a separate training set or its sample size. This type of device evaluation typically focuses on validation against a reference method rather than a machine learning training paradigm.

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

    As no training set is mentioned, this information is not available.

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