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Permanent root canal obturation

White ENDOSEAL MTA is a root canal sealer conforming to ISO 6876, in a pre-loaded syringe that does not require any pre-mixing and is set by absorbing moisture from the root canal environment. The sealer can be used either alone or in combination with gutta-percha obturating cones, injected gutta-percha material or core-carriers, master cones.

The provided text is a 510(k) summary for a medical device (White ENDOSEAL MTA), which is a premarket notification to the FDA to demonstrate that the device is substantially equivalent to a legally marketed predicate device. This document does NOT contain information about acceptance criteria or a study proving that a device meets acceptance criteria in the context of an AI/ML medical device.

The document discusses:

• Device Description: A root canal sealer for permanent root canal obturation.
• Performance Testing (Non-Clinical): This section outlines physical and chemical tests (e.g., setting time, flow, radiopacity, solubility, cytotoxicity) conducted according to ISO standards.
• Substantial Equivalence: The primary purpose of a 510(k) is to show that a new device is as safe and effective as a legally marketed predicate device. This is done by comparing technological characteristics and performance data.

The document does NOT contain the information requested in your prompt regarding acceptance criteria and a study proving a device meets acceptance criteria using human readers, ground truth, or AI performance metrics.

Specifically, the following information is NOT present in the provided text:

• Acceptance Criteria Table and Device Performance for specific clinical or AI metrics: The "performance testing" section refers to ISO standards for material properties, not clinical or AI performance.
• Sample size for a test set (clinical or AI): No clinical study with a test set is described.
• Data provenance (country of origin, retrospective/prospective): Not mentioned.
• Number of experts and their qualifications for ground truth: No expert review for ground truth is described.
• Adjudication method for a test set: Not mentioned.
• Multi-Reader Multi-Case (MRMC) comparative effectiveness study: Not conducted or reported.
• Effect size of human reader improvement with AI assistance: Not applicable as it's not an AI device.
• Standalone (algorithm only) performance: Not applicable as it's not an AI device.
• Type of ground truth (expert consensus, pathology, outcomes data): No ground truth for clinical or AI performance is described.
• Sample size for the training set: Not applicable as it's not an AI device.
• How ground truth for the training set was established: Not applicable.

The document focuses on the physical and chemical properties of a dental material and its biocompatibility to demonstrate substantial equivalence to a predicate device, not on diagnostic performance or capabilities involving AI or human interpretation of images.

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Permanent root canal obturation

This product is the root canal sealer conforming to ISO 6876. This is a pre-loaded syringe type that does not require mixing and set by absorbing the moisture around the root canal.

The provided document describes a 510(k) premarket notification for a medical device called "White ENDOSEAL MTA," which is a root canal filling material. This submission focuses on non-clinical performance testing and does not involve a study proving the device meets acceptance criteria related to AI/ML or human-in-the-loop performance.

Therefore, most of the requested information regarding AI/ML-specific study design (such as sample sizes for test and training sets, expert adjudication, MRMC studies, standalone algorithm performance, and ground truth establishment) cannot be found in this document.

However, I can extract information related to the performance testing (non-clinical) performed for this device based on the provided text.

Here's the breakdown of the information that can be extracted, and an explanation of why other requested information is not applicable:

Information available from the document:

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

The document lists performance testing against ISO 6876 standards, which implicitly defines acceptance criteria. The reported performance for the proposed device (White ENDOSEAL MTA) is compared to the predicate device.

Note: The document states "All the test results met the preset test criteria," indicating compliance with the referenced standards (ISO 6876, ISO 10993 series) for the White ENDOSEAL MTA.

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

• Sample Size: Not specified for the non-clinical tests. Non-clinical bench testing often uses small, controlled samples, but the exact number isn't in this summary.
• Data Provenance: The testing was conducted by "MARUCHI" (the manufacturer) or by testing institutions following specific ISO standards. The location is the Republic of Korea (manufacturer's address). The data is from non-clinical bench testing, not patient data.

Information NOT available or NOT applicable to this document:

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 document describes non-clinical laboratory testing (e.g., material properties, biocompatibility), not clinical studies involving expert interpretation of medical images or patient outcomes. Therefore, there is no concept of "ground truth" established by medical experts in this context.

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

• Not applicable. This is for clinical study ground truth establishment, not non-clinical bench testing.

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 document is about a root canal filling material, not an AI/ML device for image interpretation or diagnosis. No human reader studies were mentioned.

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

• Not applicable. This is not an AI/ML device.

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

• For the non-clinical tests described, the "ground truth" is defined by the objective measurement parameters and specifications set forth by the international standards (ISO 6876, ISO 10993 series) and internal testing methods. There is no clinical "ground truth" derived from patients or expert consensus.

8. The sample size for the training set

• Not applicable. This is not an AI/ML device, so there is no training set.

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

• Not applicable. As above, there is no AI/ML component or training set.

Summary:

This 510(k) submission for "White ENDOSEAL MTA" focuses on demonstrating substantial equivalence to a predicate device through non-clinical (bench and biocompatibility) testing, confirming it meets established international standards for root canal filling materials. It does not involve AI/ML technology, clinical performance studies, or the types of expert-driven data collection and analysis that would require answering questions 3, 4, 5, 6, 8, and 9.

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