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510(k) Data Aggregation

    K Number
    K220942
    Manufacturer
    Date Cleared
    2022-06-24

    (85 days)

    Product Code
    Regulation Number
    880.2800
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    3M Attest Steam Chemical Integrators (1243A, 1243B, 1243RE, 1243RES)

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

    The 3M™ Attest™ Steam Chemical Integrators are designed to respond to all critical parameters over a specified range of steam sterilization cycles. The integrating indicator is intended to be placed in each pack, container, tray or other containment device to function as an independent monitor of critical parameters for the following sterilization cycles:

    Cycle TypeTemperatureExposure Time
    Gravity250°F/121°C30 minutes
    Gravity270°F/132°C3 minutes
    Gravity270°F/132°C4 minutes
    Gravity270°F/132°C10 minutes
    Gravity270°F/132°C15 minutes
    Gravity270°F/132°C25 minutes
    Gravity275°F/135°C3 minutes
    Gravity275°F/135°C10 minutes
    Dynamic Air Removal250°F/121°C30 minutes
    Dynamic Air Removal270°F/132°C4 minutes
    Dynamic Air Removal270°F/132°C5 minutes
    Dynamic Air Removal270°F/132°C6 minutes
    Dynamic Air Removal270°F/132°C7 minutes
    Dynamic Air Removal270°F/132°C8 minutes
    Dynamic Air Removal270°F/132°C9 minutes
    Dynamic Air Removal270°F/132°C10 minutes
    Dynamic Air Removal273°F/134°C3 minutes
    Dynamic Air Removal273°F/134°C4 minutes
    Dynamic Air Removal275°F/135°C3 minutes

    Minimum Stated Values for 3M™ Attest™ Steam Chemical Integrators as determined in a resistometer:

    | 250°F/121°C
    16.5 Minutes | 270°F/132°C
    2.0 Minutes | 273°F/134°C
    1.4 Minutes | 275°F/135°C
    1.2 Minutes |
    |-----------------------------|----------------------------|----------------------------|----------------------------|

    Device Description

    3M™ Attest™ Steam Chemical Integrators are chemical indicators consisting of a paper wick and a steam and temperature sensitive chemical pellet contained in a paper/film/foil laminate. The chemical pellet melts and migrates as a dark color along the paper wick. The migration is visible through a window marked ACCEPT or window marked REJECT; the extent of migration depends on steam, time, and temperature.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and the study information for the 3M™ Attest™ Steam Chemical Integrators, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    Test NamePurposeAcceptance CriteriaReported Device Performance
    SV at 250°F/121°C TestingTo identify the critical parameters required to achieve a stated inactivation, by referring to a stated test organism with stated D and z values. The integrator must turn to "ACCEPT" end point at the stated value time and must also remain "REJECT" when exposed to conditions of -1°C/-15% of the SV temperature time. All testing is completed in a saturated steam resistometer. Integrator temperature coefficient and correlation coefficient are calculated to confirm alignment to biological indicator performance.> 16.5 minutesPass
    SV at 270°F/132°C Testing(Same purpose as above)> 2.0 minutesPass
    SV at 273°F/134°C Testing(Same purpose as above)> 1.4 minutesPass
    SV at 275°F/135°C Testing(Same purpose as above)> 1.2 minutesPass
    Integrator coefficient Correlation(Part of the SV testing purpose)> 0.9Pass
    Health Care Facility Simulated Use TestingConfirm integrators provide customer acceptable performance in cleared customer use sterilization cycles.Device reaches "ACCEPT" endpoint when exposed to customer acceptable performance in customer use cycles. Device does not reach endpoint ("REJECT") when exposed to failing conditions in customer use cycles.Pass
    Dry Heat TestingVerify device requires the presence of saturated steam to turn to reach endpoint.Endpoint must not be met following dry heat exposure at 140°C for 30 min.Pass
    Side-by-Side Testing with Biological IndicatorConfirm integrators are parallel in performance to biological indicators (BI) and does not reach endpoint before BI is inactivated.Chemical integrator parallels performance of BI and does not reach endpoint before BI is inactivated.Pass
    Endpoint Color StabilityConfirm endpoint color stability for samples exposed to passing and failing conditions in a steam resistometer.Endpoint decision must remain unchanged after 6 months.Pass

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

    The document states that the testing was performed on the 3M™ Attest™ Steam Chemical Integrators, which are identical to previously cleared devices (K193254) and were tested using "identified test methodology". However, the specific sample sizes used for each test criterion in the current submission's test set are not explicitly mentioned.

    The data provenance is implied to be from 3M Company's internal testing, as it's a submission for their device. The nature of the tests (resistometer, simulated use, dry heat, side-by-side with BI, color stability) suggests controlled laboratory and simulated clinical environments. It is a nonclinical study, likely prospective for the specific tests performed to demonstrate equivalence or performance.

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

    This information is not provided in the document. The tests seem to rely on objective measures (e.g., time to reach endpoint, color change, resistometer readings) rather than subjective expert assessment of an outcome. For 'Endpoint Color Stability', the "endpoint decision must remain unchanged" implies a clear, objective visual criterion rather than expert consensus on interpretation.

    4. Adjudication Method for the Test Set

    The document does not specify an adjudication method (e.g., 2+1, 3+1, none). Given the tests are physical/chemical performance evaluations, it's likely they rely on objective measurements and established criteria, reducing the need for adjudication by multiple human observers.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    No, a MRMC comparative effectiveness study was not done. This type of study typically involves human readers interpreting diagnostic images or data with and without AI assistance to measure improvement in diagnostic accuracy or efficiency. The 3M™ Attest™ Steam Chemical Integrators are physical/chemical sterilization process indicators, not an AI-powered diagnostic device, so such a study would not be applicable.

    6. Standalone (Algorithm Only Without Human-in-the-Loop Performance) Study

    Yes, the studies reported are standalone performance evaluations of the device itself. The chemical integrators function independently to indicate sterilization parameters; there is no human "in-the-loop" once the integrator is placed in the sterilization cycle. The performance described (e.g., time to "ACCEPT" or "REJECT", endpoint not met in dry heat, correlation with BI) is inherent to the device's chemical and physical properties.

    7. Type of Ground Truth Used

    The ground truth for these tests is based on established physical and chemical principles and standards for sterilization.

    • For SV (Stated Value) testing: It refers to a "stated test organism with stated D and z values," indicating a biological effectiveness standard. The ground truth for what constitutes a successful sterilization cycle (leading to an "ACCEPT" reading) is benchmarked against the known inactivation kinetics of biological indicators (BIs) and the physical parameters (time, temperature, steam) required for sterilization.
    • For Health Care Facility Simulated Use Testing: The ground truth is "customer acceptable performance in cleared customer use sterilization cycles" and "failing conditions." This implies real-world or simulated real-world conditions where the outcome of sterilization (successful or failed) is known through other means (e.g., standard monitoring, biological indicators).
    • For Dry Heat Testing: The ground truth is the absence of saturated steam, and the expected outcome for the device (not reaching endpoint).
    • For Side-by-Side Testing with Biological Indicator: The ground truth is the performance of the biological indicator (BI), which is considered the gold standard for sterilization efficacy. The chemical integrator's performance is compared directly against the BI's inactivation.
    • For Endpoint Color Stability: The ground truth is the initial "ACCEPT" or "REJECT" endpoint color, with the expectation that it should not change over time.

    8. Sample Size for the Training Set

    This question is not applicable as the 3M™ Attest™ Steam Chemical Integrators are not an AI or machine learning device that requires a training set. They are physical/chemical indicators.

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

    This question is not applicable for the same reason as above.

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    K Number
    K200766
    Manufacturer
    Date Cleared
    2020-07-02

    (99 days)

    Product Code
    Regulation Number
    880.2800
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    3M Attest Steam Chemical Integrator Test Pack

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

    Use the 3MTM Attest™ Steam Chemical Integrator Test Pack 41360 to monitor:

    • · 121°C (250°F) gravity displacement steam sterilization cycle at 30 minutes
    • · 132°C (270°F) dynamic-air-removal steam sterilization cycle at 4 minutes
    • · 135°C (275°F) dynamic-air-removal steam sterilization cycle at 3 minutes
    Device Description

    3M™ Attest™ Steam Chemical Integrator Test Pack 41360 is specifically designed to routinely challenge the steam sterilization process in healthcare facilities. This convenient disposable process challenge device presents a challenge to the sterilization process equivalent to the 16towel process challenge device (PCD) recommended by the Associate for the Advancement of Medical Instrumentation (AAMI). Each test pack contains a process indicator on the outside that changes from yellow to brown or darker when steam processed.

    Each pack contains a 3M™ Attest™ Steam Chemical Integrator and a record keeping sheet. The 3MTM Attest™ Steam Chemical Integrator consists of a paper wick and a steam and temperature sensitive chemical pellet contained in a paper/film/foil laminate. When exposed to steam sterilization conditions, the chemical pellet melts and migrates as a dark color along the paper wick. The migration is visible through a window marked REJECT or ACCEPT. The extent of migration depends on steam, time, and temperature.

    AI/ML Overview

    The provided document describes the 3M™ Attest™ Steam Chemical Integrator Test Pack 41360. Based on the information, here's a breakdown of the acceptance criteria and the study that proves the device meets them:

    1. A table of acceptance criteria and the reported device performance:

    TestPurposeAcceptance CriteriaReported Device Performance
    Comparison to AAMI 16 Towel PCDDetermine the resistance of the Challenge Pack as compared to an AAMI 16 Towel PCDChallenge Pack is at least as resistant as the biological indicator AAMI 16 Towel Process Challenge Device (PCD) described in ANSI/AAMI ST79: 2017Passed
    Comparison to Biological IndicatorDetermine the resistance of the Challenge Pack as compared to the Biological Indicator aloneChallenge Pack provides a greater resistance than the Biological Indicator alonePassed

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

    The document does not specify the exact sample size for the test set. It only states that "Performance testing to demonstrate substantial equivalence to the predicate device has been completed." The data provenance is not explicitly mentioned but is implied to be from 3M Company's internal testing as part of their premarket notification for the FDA. This would generally be considered prospective testing in a controlled laboratory environment.

    3. 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 is not applicable to the device described. The device is a chemical indicator for steam sterilization. Its performance is evaluated against established physical and chemical standards (like AAMI ST79) and other devices, rather than being assessed by human experts interpreting results.

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

    This is not applicable. The performance testing involves objective measures of resistance to sterilization conditions, not subjective interpretations requiring adjudication.

    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 is not applicable. The device is a physical chemical indicator, not an AI or imaging diagnostic tool.

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

    This is not applicable. The device is a physical chemical indicator. Its performance is inherent to its design and chemical properties.

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

    The ground truth for the performance testing is based on established industry standards for steam sterilization and chemical indicators, specifically:

    • ANSI/AAMI ST79:2017, Comprehensive guide to steam sterilization and sterility assurance in health care facilities
    • ISO 11140-1:2014 Sterilization of health care products – Chemical indicators, Part 1: General Requirements

    The ground truth for "resistance" is defined by these standards and the behavior of the AAMI 16 Towel Process Challenge Device (PCD) and a Biological Indicator.

    8. The sample size for the training set

    This is not applicable. The device is not an AI or machine learning model that requires a training set. The development of such physical indicators involves engineering, chemistry, and iterative testing, not "training" in the AI sense.

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

    This is not applicable for the reasons stated above.

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    K Number
    K193254
    Manufacturer
    Date Cleared
    2019-12-23

    (27 days)

    Product Code
    Regulation Number
    880.2800
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    3M Attest Steam Chemical Integrator

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

    The 3M™ Attest™ Steam Chemical Integrators are designed to all critical parameters over a specified range of steam sterilization cycles. The integrating intended to be placed in each pack, pouch, container, tray or other containment device to function as an independent monitor of critical parameters for the following sterilization cycles:

    Cycle TypeTemperatureExposure Time
    Gravity250°F/121°C30 minutes
    Gravity270°F/132°C3, 4, 10, 15, 25 minute
    Gravity275°F/135°C3, 10 minutes
    Dynamic Air Removal250°F/121°C30 minutes
    Dynamic Air Removal270°F/132°C4, 10 minutes
    Dynamic Air Removal273°F/134°C3, 4 minutes
    Dynamic Air Removal275°F/135°C3 minutes

    Minimum Stated Values for 3M™ Attest™ Steam Chemical Integrators as determined in a resistometer: 250°F/ 121°C: 16.5 minutes 270°F / 132°C: 2.0 minutes 273°F / 134°C: 1.4 minutes 275°F / 135°C: 1.2 minutes

    Device Description

    3M™ Attest™ Steam Chemical Integrators are chemical indicators consisting of a paper wick and a steam and temperature sensitive chemical pellet contained in a paper/film/foil laminate. The chemical pellet melts and migrates as a dark color along the paper wick. The migration is visible through a window marked ACCEPT or window marked REJECT; the extent of migration depends on steam, time, and temperature.

    AI/ML Overview

    The provided text describes the acceptance criteria and the study that proves the 3M™ Attest™ Steam Chemical Integrators device meets these criteria.

    Here's the breakdown of the requested information:

    1. Table of Acceptance Criteria and Reported Device Performance

    Test NamePurposeAcceptance CriteriaReported Performance (Results)
    Stated Value (SV) TestingTo identify the critical parameters required to achieve a stated inactivation, by referring to a stated test organism with stated D and z values. The integrator must turn to "ACCEPT" end point at the stated value time and must also remain "REJECT" when exposed to conditions of -1°C/-15% set point of the SV time. All testing is completed in a saturated steam resistometer. Integrator temperature coefficient and correlation coefficient are calculated to confirm alignment to biological indicator performance.SV at 121°C ≥ 16.5 minutes
    SV at 132°C ≥ 2.0 minutes
    SV at 134°C ≥ 1.4 minutes
    SV at 135°C ≥ 1.2 minutes
    Integrator temperature coefficient: 10 - 27°C
    Correlation coefficient ≥ 0.9≥ 16.5 minutes
    ≥ 2.0 minutes
    ≥ 1.4 minutes
    ≥ 1.2 minutes
    10 - 27°C
    ≥ 0.9 (All PASS)
    Health Care Facility Simulated Use TestingConfirm integrators provide acceptable performance in cleared customer use sterilization cycles.Device reaches “ACCEPT” endpoint reaction when exposed to customer use cycles.
    Device does not reach endpoint (“REJECT”) when exposed to failing conditions in customer use cycles.PASS
    Dry Heat TestingVerify device requires the presence of saturated steam to turn to reach endpoint.Endpoint must not be met following dry heat exposure at 140°C for 30 min.PASS
    Side-by-Side Testing with Biological IndicatorConfirm integrators are parallel in performance to biological indicators (BI).Chemical integrator parallels performance of BI and does not reach endpoint before BI is inactivated.PASS
    Endpoint Color StabilityConfirm endpoint color stability for samples exposed to passing and failing conditions in a steam resistometer.Endpoint decision must remain unchanged after 6 months.PASS

    2. Sample Size Used for the Test Set and the Data Provenance
    The document does not explicitly state the numerical sample size used for each test. It refers to "testing" and "samples" implying multiple units were tested per condition.
    Data Provenance:

    • Country of Origin: Not specified, but implied to be from the manufacturer (3M) based in the US (St. Paul, Minnesota).
    • Retrospective or Prospective: Not explicitly stated, but the nature of the "Nonclinical Testing" and "Simulated Use Testing" suggests a prospective testing methodology where the device's performance is observed under controlled conditions.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and the Qualifications of Those Experts
    Not applicable. This device is a chemical indicator, and its performance is determined by a chemical reaction resulting in a visible color change, not by human interpretation or expert consensus in the way medical images are. The "ground truth" is defined by the physical and chemical parameters of the sterilization cycles (temperature, time, steam saturation) and the comparison to biological indicators.

    4. Adjudication Method for the Test Set
    Not applicable. As noted above, the endpoint is a direct physical change ("ACCEPT" or "REJECT" window) based on the chemical reaction, not a subjective interpretation requiring adjudication.

    5. If a Multi Reader Multi Case (MRMC) comparative effectiveness study was done
    No, an MRMC study was not done. This type of study is relevant for AI/radiology devices where human readers interpret medical images and the AI assists in that interpretation. This device is a chemical indicator for sterilization processes.

    6. If a standalone (i.e. algorithm only without human-in-the loop performance) was done
    This question is typically asked for AI/software devices. For this chemical indicator, its "performance" is inherently "standalone" in that its chemical reaction and color change are intrinsic to the device and do not involve an "algorithm" or "human-in-the-loop" once exposed to the sterilization conditions. The results are observed/read by a human, but the indicator's performance itself is a direct chemical response.

    7. The Type of Ground Truth Used
    The ground truth for this device's performance is established by:

    • Objective physical and chemical parameters: Specific temperatures and exposure times for steam sterilization cycles (e.g., 250°F/121°C for 30 minutes, 270°F/132°C for 3 minutes).
    • Comparison to Biological Indicators (BI): The "Side-by-Side Testing with Biological Indicator" confirms that the chemical integrator's performance parallels that of a BI, which is the established standard for demonstrating sterility.
    • Controlled resistometer testing: A resistometer provides precisely controlled and verifiable steam, time, and temperature conditions.

    8. The Sample Size for the Training Set
    Not applicable. This device is a passive chemical indicator, not an AI/machine learning model, so there is no "training set."

    9. How the Ground Truth for the Training Set Was Established
    Not applicable, as there is no training set for a chemical indicator.

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    K Number
    K191236
    Manufacturer
    Date Cleared
    2019-11-22

    (198 days)

    Product Code
    Regulation Number
    880.2800
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    3M™ Attest™ Steam Chemical Integrators

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

    The 3M™ Attest™ Steam Chemical Integrators are designed to all critical parameters over a specified range of steam sterilization cycles. The integrating intended to be placed in each pack, pouch, container, tray or other containment device to function as an independent monitor of critical parameters for the following sterilization cycles:

    Cycle TypeTemperatureExposure Time
    Gravity250°F/121°C30 minutes
    Gravity270°F/132°C3, 4, 10, 15, 25 minutes
    Gravity275°F/135°C3, 10 minutes
    Dynamic Air Removal250°F/121°C30 minutes
    Dynamic Air Removal270°F/132°C4, 10 minutes
    Dynamic Air Removal273°F/134°C3, 4 minutes
    Dynamic Air Removal275°F/135°C3 minutes

    Minimum Stated Values for 3M™ Attest™ Steam Chemical Integrators as determined in a resistometer: 250°F / 121°C: 16.5 minutes 270°F/ 132°C: 2.0 minutes 273°F/ 134°C: 1.4 minutes 275°F/ 135°C: 1.2 minutes

    Device Description

    3M™ Attest™ Steam Chemical Integrators are chemical indicators consisting of a paper wick and a steam and temperature sensitive chemical pellet contained in a paper/film/foil laminate. The chemical pellet melts and migrates as a dark color along the paper wick. The migration is visible through a window marked ACCEPT or window marked REJECT; the extent of migration depends on steam, time, and temperature.

    AI/ML Overview

    The provided text describes the acceptance criteria and study proving the device meets those criteria, specifically for the 3M™ Attest™ Steam Chemical Integrators (K191236).

    Here's the breakdown of the information requested:

    1. A table of acceptance criteria and the reported device performance

    Test NamePurposeAcceptance CriteriaReported Device Performance/Results
    Stated Value (SV) TestingTo identify the critical parameters required to achieve a stated inactivation, by referring to a stated test organism with stated D and z values. The integrator must turn to "ACCEPT" endpoint at the stated value time and must also remain "REJECT" when exposed to conditions of -1°C/-15% set point of the SV time. All testing is completed in a saturated steam resistometer. Integrator temperature coefficient and correlation coefficient are calculated to confirm alignment to biological indicator performance.SV at 121°C ≥ 16.5 minutes
    SV at 132°C ≥ 2.0 minutes
    SV at 134°C ≥ 1.4 minutes
    SV at 135°C ≥ 1.2 minutes
    Integrator temperature coefficient 10 - 27°C
    Correlation coefficient ≥ 0.9PASS
    Health Care Facility Simulated Use TestingConfirm integrators provide acceptable performance in cleared customer use sterilization cycles.Device reaches "ACCEPT" endpoint reaction when exposed to customer use cycles.
    Device does not reach endpoint ("REJECT") when exposed to failing conditions in customer use cycles.PASS
    Dry Heat TestingVerify device requires the presence of saturated steam to turn to reach endpoint.Endpoint must not be met following dry heat exposure at 140°C for 30 min.PASS
    Side-by-Side Testing with Biological IndicatorConfirm integrators are parallel in performance to biological indicators (BI).Chemical integrator parallels performance of BI and does not reach endpoint before BI is inactivated.PASS
    Endpoint Color StabilityConfirm endpoint color stability for samples exposed to passing and failing conditions in a steam resistometer.Endpoint decision must remain unchanged after 6 months.PASS

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

    The document does not specify the exact sample sizes (number of integrators) used for each test. However, it indicates that the testing was conducted in accordance with "FDA Guidance for Industry and FDA Staff: Premarket Notification [510(k)] Submissions for Chemical Indicators, issued December 19, 2003 as well as ANSI/AAM/ISO 11140-1:2014." These standards would define the appropriate sample sizes for such tests.

    The data provenance is not explicitly stated in terms of country of origin or whether it was retrospective or prospective. However, given that this is a 510(k) submission to the US FDA, it can be inferred that the studies were conducted by or on behalf of 3M Company, located in St. Paul, Minnesota, USA. The nature of the tests ("Nonclinical testing") suggests prospective laboratory-based studies rather than retrospective clinical data.

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

    This information is not applicable and therefore not provided in the document. The device is a chemical indicator for sterilization processes. Its "ground truth" (i.e., whether sterilization conditions were met or not, or if it indicates "ACCEPT" or "REJECT") is determined by objective physical and chemical reactions under controlled laboratory conditions using resistometers and simulated use cycles, not by expert human interpretation like in medical imaging. The performance is assessed against established physical parameters and the performance of biological indicators, not human expert consensus.

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

    Not applicable. As explained in point 3, the output of the chemical indicator is an objective visual change (migration of a dark color to an ACCEPT or REJECT window). There is no human interpretation or adjudication process described for determining the device's output.

    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 device is a passive chemical indicator, not an AI-assisted diagnostic tool that would involve human readers. Therefore, an MRMC study and AI assistance are irrelevant to its evaluation.

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

    This refers to the core performance of the device itself. The "Nonclinical Testing" summarized in the document is essentially the standalone performance evaluation of the chemical indicator. The device (chemical indicator) intrinsically operates "standalone" as a physical/chemical system without human intervention or an algorithm in the traditional sense of medical devices. Its performance is directly observed and measured against physical parameters of sterilization cycles.

    7. The type of ground truth used (expert concensus, pathology, outcomes data, etc)

    The "ground truth" for the performance of the 3M™ Attest™ Steam Chemical Integrators is established through:

    • Physical Parameters: Measured steam temperature and exposure time in controlled resistometers.
    • Biological Indicator Inactivation: The performance is correlated and compared to biological indicators (BIs), which contain resistant bacterial spores, serving as a gold standard for sterilization effectiveness. The acceptance criteria state "Chemical integrator parallels performance of BI and does not reach endpoint before BI is inactivated."
    • Defined Pass/Fail Conditions: Precise conditions (e.g., minimum stated values, exposure to failing conditions) are set for evaluation.

    8. The sample size for the training set

    Not applicable. This device is a chemical indicator, not a machine learning or AI algorithm. Therefore, there is no "training set" in the context of data-driven model development. The device's performance is based on its inherent chemical and physical properties and manufacturing consistency, not on learned data.

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

    Not applicable, as there is no training set for this device type.

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