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

A patient examination glove is a disposable device intended for medical purposes that is worn on the examiner's hand to prevent contamination between patient and examiner. These gloves were tested for use with chemotherapy drugs and Fentanyl Citrate as per ASTM D6978-05 (Reapproved 2019) Standard Practice for Assessment of Medical Gloves to Permeation by Chemotherapy Drugs.

Device Description

Powder Free Nitrile Patient Examination Glove, Blue Colored, Non-Sterile, Low Dermatitis Potential. Tested for Use with Chemotherapy Drugs and Fentanyl Citrate.

AI/ML Overview

This document describes the acceptance criteria and performance study for the Powder Free Nitrile Patient Examination Glove.

1. Table of Acceptance Criteria and Reported Device Performance

The acceptance criteria for this device, particularly for its resistance to chemotherapy drugs and Fentanyl Citrate, are defined by the "Minimum Breakthrough Detection Time in Minutes" as specified in the ASTM D6978-05 (Reapproved 2019) standard. The reported device performance is indicated by the measured breakthrough times against various substances.

Chemotherapy Drug and ConcentrationAcceptance Criteria (Minimum Breakthrough Detection Time in Minutes)Reported Device Performance (Minimum Breakthrough Detection Time in Minutes)
Bendamustine HCI (Treanda) (5 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05. A "pass" would typically be >240 minutes for standard chemotherapy glove claims.>240
Bleomycin Sulfate (15 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Busulfan (6 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Carboplatin (10 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Carfilzomib (2 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Carmustine (BCNU) (3.3 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.26.2
Cetuximab (Erbitux) (2 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Cisplatin (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Cladribine (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Cyclosporin A (100 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Cyclophosphamide (Cytoxan) (20 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Cytarabine (100 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Cytovene (Ganciclovir) (10 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Dacarbazine (DTIC) (10 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Daunorubicin HCI (5 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Decitabine (5 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Docetaxel (Taxotere) (20 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Doxorubicin Hydrochloride (2 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Epirubicin HCI (Ellence) (2 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Etoposide (20 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Fludarabine (25 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Fluorouracil (50 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Gemcitabine (38 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Idarubicin HCI (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Ifosfamide (50 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Irinotecan (20 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Mechlorethamine HCI (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Melphalan (5 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Methotrexate (25 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Mitomycin C (0.5 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Mitoxantrone (2 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Oxaliplatin (5 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Paclitaxel (Taxol) (6 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Pemetrexed (25 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Raltitrexed (0.5 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Retrovir (Zidovudine) (10 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Rituximab (10 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Thiotepa (10 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.59.1
Topotecan (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Trisenox (Arsenic Trioxide) (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Velcade (Bortezomib) (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Vidaza (Azacytidine) (25 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Vinblastine (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Vincristine Sulfate (1 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Vinorelbine (10 mg/ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Zoledronic Acid (1 mg/25ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Fentanyl Citrate Injection (100 mcg/2ml)Not explicitly stated as a minimum, but tested to ASTM D6978-05.>240
Simulated Gastric Acid FluidNot explicitly stated as a minimum, but tested to ASTM D6978-05.>240

Note: For Carmustine (BCNU) and Thiotepa, the reported times (26.2 and 59.1 minutes respectively) are below the ">240" observed for most other drugs. This results in explicit warnings not to use with Carmustine (BCNU) and caution when using with Thiotepa due to low permeation times.

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

The document does not explicitly state the sample size (number of gloves or individual tests) used for the permeation test for each chemical. It only provides the resulting "Minimum Breakthrough Detection Time in Minutes."

The data provenance is not specified in terms of country of origin. The study appears to be a prospective test specifically designed to evaluate the performance of these gloves against the listed chemicals, rather than a retrospective analysis of existing data.

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

This type of study (chemical permeation test as per ASTM D6978-05) does not involve human experts establishing "ground truth" in the way that image interpretation or diagnostic studies do. The "ground truth" is the objective measurement of chemical breakthrough time, determined in a laboratory setting according to a standardized protocol (ASTM D6978-05). Therefore, there are no medical experts (e.g., radiologists) involved in establishing this particular ground truth.

4. Adjudication Method for the Test Set

Not applicable. As noted above, this is a laboratory-based chemical permeation test, not a subjective assessment requiring adjudication among experts. The results are objective measurements based on the ASTM D6978-05 standard.

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

Not applicable. This is not a study involving human readers or AI. It is a chemical resistance test for a medical device (gloves).

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

Not applicable. This is not an algorithm or AI study. It is a physical performance test of a medical device.

7. The Type of Ground Truth Used

The ground truth used is objective laboratory measurement based on a standardized protocol, specifically "Assessment of Medical Gloves to Permeation by Chemotherapy Drugs" as per ASTM D6978-05 (Reapproved 2019). The outcome is a quantified "Minimum Breakthrough Detection Time in Minutes."

8. The Sample Size for the Training Set

Not applicable. This is not an AI/machine learning study, so there is no concept of a "training set."

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

Not applicable. As there is no training set for this type of physical performance study, no ground truth was established for it.

§ 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.