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510(k) Data Aggregation

    K Number
    K110023
    Manufacturer
    Date Cleared
    2011-04-12

    (99 days)

    Product Code
    Regulation Number
    880.5440
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K023747

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

    The indication for use is admixing of drug into an IV container and administration/transfer of drug from the container to an external IV line, while minimizing exposure to potentially hazardous drugs aerosols and spills that can occur during the admixing, administration and disposal process.

    Device Description

    The Injector is a sterile device for single-use within the PhaSeal® closed transfer device system for preparation and administration of parenteral drugs.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the Infusion Adapter C100, based on the provided text:

    Acceptance Criteria and Device Performance

    Acceptance Criteria CategorySpecific Test PerformedReported Device Performance
    General PerformanceVerify integrity of the device and compatibility with other PhaSeal componentsPassed
    Pulling force test (in connection to other PhaSeal components)Passed
    Torque test (in connection to other PhaSeal components)Passed
    Liquid flow testPassed
    Air tightness testPassed
    Handling testsPassed
    Material TestingFunctional and mechanical properties on product after 24h of chemical exposure with Etopside, Taxo, and BusulfanPassed
    Functional and mechanical properties on product after 72h of chemical exposure with Etopside, Taxo, and BusulfanPassed
    BiocompatibilitySystemic Injection testPassed
    Cytotoxicity testPassed
    Hemolysis testPassed
    Dermal sensitization testPassed
    Intracutaneous testPassed
    Physicochemical tests - plasticPassed

    Study Details

    Based on the provided text, the device in question, the Infusion Adapter C100, is being submitted for 510(k) clearance, which typically involves demonstrating substantial equivalence to a predicate device rather than conducting extensive clinical studies with human subjects in the same way a novel drug or high-risk device might. The information provided heavily focuses on performance and material testing for safety and functionality.

    Here's a breakdown of the requested information based on the document:

    1. Sample size used for the test set and the data provenance (e.g., country of origin of the data, retrospective or prospective)

    • Sample Size: The document does not specify the exact sample size for each test. It states "Performance testing refer to verify integrity of the device and compatibility with the relevant other PhaSeal components." and lists various tests. For the material testing, it refers to "product after 24h and 72h of chemical exposure." Typical 510(k) submissions for devices like this involve a sufficient number of units to demonstrate statistical reliability for the specific tests (e.g., n=3 or n=10 per test) but these numbers are not explicitly stated.
    • Data Provenance: Not explicitly stated, but the submitter Carmel Pharma AB is located in Mölndal, Sweden. It is highly likely the testing was conducted either internally at their facilities or by contract testing laboratories, which could be in Sweden or other countries. The document does not specify if the data is retrospective or prospective, but as these are laboratory performance and material tests, they would be conducted prospectively for the submission.

    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience)

    • This question is not applicable in the context of this device and submission type. The "ground truth" for these types of tests (e.g., pulling force, liquid flow, biocompatibility) is established by predefined engineering specifications, industry standards, and regulatory requirements, not by expert consensus on interpreting data like imaging. The "experts" involved would be engineers, material scientists, and toxicologists conducting and interpreting the tests against established criteria. Their qualifications are implicitly assumed to be appropriate for performing these specific tests within standard laboratory practices.

    3. Adjudication method (e.g., 2+1, 3+1, none) for the test set

    • This concept of "adjudication" (e.g., 2+1, 3+1) is typically associated with clinical studies where multiple human readers or evaluators independently assess patient data and their disagreements are resolved. For the performance and material testing described here, adjudication is not applicable. The results are objective measurements against predefined pass/fail criteria.

    4. If a multi reader multi case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance

    • No, a multi-reader multi-case (MRMC) comparative effectiveness study was not done. This type of study is relevant for diagnostic medical devices, particularly those involving human interpretation of images or other subjective data, often in the context of AI assistance. The Infusion Adapter C100 is a drug delivery accessory, and its evaluation focuses on physical performance, material compatibility, and biocompatibility, not on human interpretation or AI assistance.

    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done

    • No, a standalone (algorithm-only) performance study was not done. This device is a physical medical device, not a software algorithm.

    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)

    • The "ground truth" for the performance tests outlined here consists of predefined engineering specifications, industry standards, and regulatory requirements. For example, a successful "pulling force" test means the device withstood a certain force without separating or failing, as specified in its design requirements. For biocompatibility, the ground truth is adherence to internationally recognized standards for biological evaluation of medical devices (e.g., ISO 10993 series), where specific test results (e.g., absence of cytotoxicity) are considered "passing."

    7. The sample size for the training set

    • This question is not applicable. This device is a physical product and does not involve AI or machine learning models that require a "training set" of data.

    8. How the ground truth for the training set was established

    • This question is not applicable, as there is no training set for this device.
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