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510(k) Data Aggregation

    K Number
    K133707
    Manufacturer
    Date Cleared
    2014-04-16

    (133 days)

    Product Code
    Regulation Number
    884.6180
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    SAGE 1-STEP WITH HUMAN SERUM ALBUMIN, SAGE 1-STEP WITH SERUM PROTEIN SUPPLEMENTS

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

    These products are intended for the in vitro fertilization and culture of human gametes and embryos from fertilization until Day 5/6 of development. The media can also be used for transfer.

    Device Description

    The SAGE 1-Step 11 medium is intended for in vitro fertilization and culture of human gametes and embryos from fertilization until Day 5/6 of development. The medium can also be used for transfer. Two versions of the SAGE 1-Step™ medium are available: Catalogue no. 6701: SAGE 1-Step™ supplemented with Human Serum Albumin. Catalogue no. 6702: SAGE 1-Step™ supplemented with Serum Protein Supplement. Both versions of SAGE 1-Step™ are aseptically filtered, light pink, non viscous solutions, which are ready to use by professionals within assisted reproduction. The SAGE 1-Step™ media products are contained in 10 ml or 60 ml transparent Polyethylene Terephthalate Glvcol (PETG) bottles with high density polyethylene (HDPE) cap, available in a card boxes of 1 x 10 ml and 1 x 60 ml bottles. The bottles are individually labeled. The boxes also contain instruction for use provided as package insert.

    AI/ML Overview

    The provided document describes the SAGE 1-Step™ culture medium for in vitro fertilization and embryo culture, comparing it to a predicate device, Global® Total®. The focus of the document is on establishing substantial equivalence to the predicate device, not on presenting a standalone study or a comparative effectiveness study with human readers and AI. Therefore, I can only address aspects related to the product specifications and how they compare to acceptance criteria, which are derived from the predicate device's performance.

    Here's an analysis based on the available information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly define "acceptance criteria" for clinical performance, but rather compares the SAGE 1-Step™ to a predicate device's specifications. The implicit acceptance criterion for SAGE 1-Step™ is that its performance and specifications should be "comparable" or "similar" to the predicate, or that any differences do not raise new safety or effectiveness concerns.

    Performance CharacteristicAcceptance Criteria (from Predicate Global® Total®)Reported SAGE 1-Step™ Performance (REF 6701 & 6702)Outcome
    pH7.2-7.47.2-7.4Meets
    Osmolality (mOsm/kg)260-270257-273Meets (slight wider range but considered acceptable)
    Endotoxin (EU/mL)80%≥80%Meets

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

    The document does not specify a "test set" in the context of a clinical performance study using patient data. The performance data presented are primarily based on product specifications and laboratory tests (like Mouse Embryo Assay - MEA). Therefore, information regarding sample size used for a test set, its country of origin, or whether it was retrospective or prospective, is not provided.

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

    This information is not applicable as there is no human-involved "test set" or clinical study described where ground truth would need to be established by experts.

    4. Adjudication Method for the Test Set

    This information is not applicable as there is no human-involved "test set" or clinical study described that would require an adjudication method.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size

    No, a multi-reader multi-case (MRMC) comparative effectiveness study was not done. The document describes the technical comparison of a culture medium with a predicate device, not the comparison of human readers with and without AI assistance.

    6. If a Standalone Study (Algorithm Only Without Human-in-the-Loop Performance) Was Done

    No, a standalone study in the context of an algorithm's performance was not done. This document concerns a medical device (culture medium), not a diagnostic algorithm or AI. The product specifications mentioned (pH, osmolality, endotoxin, sterility, MEA) can be considered a type of "standalone" performance assessment for the medium itself, but not in the context of an AI algorithm.

    7. The Type of Ground Truth Used

    For the product specifications (pH, osmolality, endotoxin, sterility, 1-cell MEA), the "ground truth" is established through laboratory testing and validated analytical methods as per industry standards and regulatory requirements. For the Mouse Embryo Assay (MEA), the typical ground truth involves observing successful embryo development (e.g., to blastocyst stage) in a controlled environment, indicating the medium's suitability for supporting growth.

    8. The Sample Size for the Training Set

    There is no training set in the context of an AI algorithm described in this document. The development of SAGE 1-Step™ is based on established scientific principles of embryo culture and comparison with existing, cleared devices.

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

    This is not applicable as there is no training set for an AI algorithm. The "ground truth" for the development and validation of the SAGE 1-Step™ medium itself would be based on fundamental biological and chemical principles, experimental data from studies on embryo culture, and the historical performance data of the predicate device and other similar media.

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