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

The glove is a disposable device intended for medical purposes that is worn on the examiner's hand or finger to prevent contamination between patient and examiner. In addition, these gloves were tested for use with Chemotherapy drugs, Fentanyl Citrate and select other drugs in accordance with ASTM D6978.

Device Description

Biodegradable Nitrile Powder Free Examination Gloves Tested for Use with Chemotherapy Drugs, Fentanyl Citrate and select other drugs (Blue) are Class I Patient Examination Gloves and Specialty Chemotherapy Gloves. They are ambidextrous and come in different sizes - Extra Small. Medium. Large. Extra Large and XXL. Gloves meet the specification of ASTM D6319-19 and have been tested for resistance to permeation by chemotherapy drugs, Fentanyl Citrate and select other drugs as per ASTM D6978-05(2019). The gloves are single use, disposable, and provided non-sterile. The glove has biodegradation property within landfills tested per ASTM D5511.

AI/ML Overview

The acceptance criteria for the Biodegradable Nitrile Powder Free Examination Gloves and their reported performance are detailed in the provided document.

1. Table of Acceptance Criteria and Reported Device Performance

MethodologyTest PerformedAcceptance CriteriaReported Device Performance
ASTM D6319-19Physical Dimensions - LengthMinimum 220mm for size XS and S; 230mm for Size M, L, XL, XXLPass
ASTM D6319-19Physical Dimensions - Palm WidthXS: 70 ± 10mm; S: 80 ± 10mm; M: 95 ± 10mm; L: 110 ± 10mm; XL: 120 ± 10mm; XXL: 130 ± 10mmPass
ASTM D6319-19Physical Dimensions - ThicknessFinger: 0.05mm (min); Palm: 0.05mm (min)Pass
ASTM D6319-19, ASTM D412-16 (2021)Physical Properties (Tensile Strength & Elongation)Tensile Strength (Min 14 Mpa) and Elongation (Before Aging 500% and after aging 400%) MinPass
ASTM D6319-19, ASTM D5151-19Water leak testAQL 2.5 (ISO 2859-1)Pass
ASTM D6319-19, ASTM D6124-06 (2017)Powder ResidueMax 2mg/glovePass
ASTM D6978-05 (2019)Permeation by Chemotherapy Drugs, Fentanyl Citrate and select other drugsRefer to the detailed tables for specific drugs and minimum breakthrough detection times (BDT) – generally >240 minutes for most drugs, with exceptions for Carmustine (11.8 min) and Thio Tepa (33.5 min)Pass (Meets or exceeds specified BDTs, with noted exceptions)
ISO 10993-10 & 23:2021Irritation and Skin SensitizationSkin sensitization and Skin irritationNon-sensitization and Non-irritation
ISO 10993-5:2009CytotoxicityCytotoxicity reactivityShowed potential toxicity to L929 cells, but this difference does not raise different questions of safety and effectiveness compared to the predicate device.
ISO 10993-11:2017Acute systemic toxicity studySubject showed no adverse biological reactionNo evidence of acute systemic toxicity.

2. Sample size used for the test set and the data provenance

The document does not explicitly state the exact sample sizes for each test mentioned (e.g., number of gloves tested for each specific drug permeation, or for physical properties). However, it references established ASTM and ISO standards for these tests. These standards typically define the sampling plans and statistical requirements for demonstrating compliance. The data provenance is derived from non-clinical laboratory testing (in-vitro studies) performed by the manufacturer or a contracted lab, rather than human test subjects or clinical data. There is no information on the country of origin of the data.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

This section is not applicable. The device is an examination glove, and its performance is evaluated through standardized physical, chemical, and biological tests (e.g., ASTM D6319, ASTM D6978, ISO 10993 series). The "ground truth" for these tests is established by the well-defined methodologies and acceptance criteria outlined in these international standards, not by expert consensus on clinical findings.

4. Adjudication method for the test set

This section is not applicable. Adjudication methods like 2+1 or 3+1 are typically used in clinical studies or image interpretation tasks where human readers' opinions are combined to establish a ground truth. For the non-clinical performance testing of a medical device like examination gloves, the determination of compliance is based on objective measurements against established standard criteria, not on adjudicating expert opinions.

5. 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

This section is not applicable. No MRMC study was conducted as this device is an examination glove, not an AI-assisted diagnostic tool. Therefore, there is no discussion of human reader improvement with or without AI assistance.

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

This section is not applicable. The device is an examination glove, not an algorithm or AI system. Therefore, standalone algorithm performance is not relevant.

7. The type of ground truth used

The "ground truth" for the performance evaluation of these gloves is based on standardized test methodologies and their defined acceptance criteria. This includes:

  • Physical performance standards: ASTM D6319-19 for mechanical properties like length, palm width, thickness, tensile strength, and elongation.
  • Leakage detection standards: ASTM D5151-19 for watertight integrity.
  • Chemical permeation standards: ASTM D6978-05 (2019) for breakthrough detection time of chemotherapy drugs and other chemicals.
  • Biocompatibility standards: ISO 10993-5 (cytotoxicity), ISO 10993-10 (sensitization), ISO 10993-11 (acute systemic toxicity), and ISO 10993-23 (skin irritation).

These standards provide objective, measurable criteria for the device's performance.

8. The sample size for the training set

This section is not applicable. The document describes the non-clinical performance testing of a physical medical device (examination gloves), not an AI or machine learning model. Therefore, there is no concept of a "training set" for an algorithm.

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

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

§ 880.6250 Non-powdered patient examination glove.

(a)
Identification. A non-powdered patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand or finger to prevent contamination between patient and examiner. A non-powdered patient examination glove does not incorporate powder for purposes other than manufacturing. The final finished glove includes only residual powder from manufacturing.(b)
Classification. Class I (general controls). The device, when it is a finger cot, is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 880.9.