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510(k) Data Aggregation

    K Number
    K193274
    Manufacturer
    Date Cleared
    2020-02-27

    (93 days)

    Product Code
    Regulation Number
    872.3630
    Panel
    Dental
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Rodo Abutment System is intended to be used in conjunction with compatible implant systems in the maxillary or mandibular arch to provide support for crowns, bridges or overdentures.

    Device Description

    The Rodo Abutment System includes the Rodo Abutment, Smileloc Sleeve, Titanium Coping, Temporary Cap, abutment screws, the Smileloc Activator (or Smileloc Remover) (all cleared under K160786) and Smilekey (cleared under K180609). The Smileloc Sleeve is used to lock and unlock the Titanium Coping for final restoration to or from the abutment. This makes the prosthesis removable. The Rodo Abutment System eliminates the need for an access hole on the occlusal surface of a screw-retained restoration and also eliminates the possibility of prosthetic screw loosening. The Smilekey is an induction heating device for dental prosthesis removal of the Smileloc Sleeve in the Rodo Abutment System. The Smilekey was cleared as an accessory to the Abutment System in K180609, and there have been no changes to the Smilekey since this clearance.

    The Rodo Abutment is provided in five series designs (100 F, 200 P, 300 S, 400 M, 500 D) with the 200 P and 500 D series having angled abutments (17°, 30°), for a total of nine designs. The 300 S series is designed for limited occlusal space and the 400 M series is designed for large interproximal spaces. Abutments are available in sizes ranging from 3.0 mm to 6.0 mm depending on the compatible implant system in use. Designs are available with engaging and non-engaging implant-abutment interfaces.

    AI/ML Overview

    The provided text describes a 510(k) premarket notification for the Rodo Abutment System, focusing on adding compatibility with new implant lines. However, it does not contain the detailed information typically found in a study proving a device meets specific performance acceptance criteria for an AI/ML medical device.

    The Rodo Abutment System is a hardware dental device, not an AI/ML software device. The "performance data" section discusses non-clinical testing such as dimensional analysis, reverse engineering, and fatigue testing according to ISO 14801. It does not refer to AI/ML model performance metrics, ground truth establishment, or human reader studies.

    Therefore, I cannot extract the requested information regarding acceptance criteria, study details, sample sizes, expert qualifications, or multi-reader multi-case studies, as the provided document pertains to the clearance of a mechanical dental device and not an AI/ML-driven diagnostic tool.

    Specifically, the document does NOT contain information on:

    • A table of acceptance criteria and reported device performance for an AI/ML model (e.g., sensitivity, specificity, AUC).
    • Any sample sizes used for a test set in the context of AI/ML performance.
    • Data provenance for AI/ML data (country of origin, retrospective/prospective).
    • Number of experts used to establish ground truth for an AI/ML model.
    • Adjudication method for an AI/ML test set.
    • Multi-reader multi-case (MRMC) comparative effectiveness studies.
    • Standalone (algorithm-only) performance of an AI/ML model.
    • Type of ground truth used (pathology, outcomes data, etc.) for an AI/ML model.
    • Sample size for a training set in the context of AI/ML.
    • How ground truth for a training set was established for an AI/ML model.

    The document's "Performance Data" section solely refers to non-clinical bench testing for a mechanical device.

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    K Number
    K180609
    Device Name
    Rodo Smilekey
    Manufacturer
    Date Cleared
    2018-05-23

    (76 days)

    Product Code
    Regulation Number
    872.3630
    Panel
    Dental
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Rodo Smilekey is intended to be used with the Rodo Abutment System for removing prostheses compatible with Smileloc Sleeve by using induction heating.

    Device Description

    The Smilekey is an additional remover device intended for use with the predicate Rodo Abutment System (K160786). It is used to deliver induction energy to the Smileloc Sleeve. The Smilekey consists of a tip and handle that uses induction (alternating electromagnetic field) to deliver precise energy to the Smileloc. Only the end of the tip is inserted inside the patient's mouth while the handle is hand-held by the operator. The Smilekey is powered by a rechargeable lithium battery inside the handle. The handle also contains an electronic control board that regulates the entire operation, including LED indicators that let the operator know when energy is being applied to the Smileloc Sleeve and when the unlocking procedure has been completed.

    AI/ML Overview

    The given text describes the Rodo Smilekey, a dental device intended for removing prostheses compatible with the Smileloc Sleeve using induction heating. The document focuses on demonstrating the substantial equivalence of the Rodo Smilekey to a predicate device, the Smileloc Activator, rather than establishing distinct acceptance criteria with specific performance thresholds for a novel diagnostic or treatment outcome.

    Instead of traditional accuracy, sensitivity, or specificity metrics often seen in AI/ML performance studies, the performance data provided focuses on safety and functional performance compared to established standards and the predicate device.

    Here's an attempt to structure the information based on your request, acknowledging that the nature of the device (a tool for heating/removing dental prostheses) means some of your requested categories may not have direct equivalents:

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

    Since this is a 510(k) submission for a Class II medical device, the "acceptance criteria" are primarily related to safety, functional performance, and substantial equivalence to a predicate device, rather than diagnostic accuracy. No explicit numerical acceptance criteria are provided, but the document states compliance with relevant standards and demonstrates that performance meets safe limits and is equivalent to the predicate.

    Acceptance Criteria (Implied by Testing)Reported Device Performance
    Electrical Safety: Compliance with AAMI/ANSI ES60601-1:2005/(R)2012 And A1:2012, C1:2009/(R)2012 And A2:2010/(R)2012.Electrical safety testing was conducted according to the specified standard. (Implied compliance).
    EMC Testing: Compliance with AAMI/ANSI/IEC 60601-1-2:2014.EMC testing was conducted according to the specified standard. (Implied compliance).
    Biocompatibility: Patient-contacting materials are biocompatible (handle and tip housing). Compliance with ISO 10993-1 and ISO 10993-5 (cytotoxicity).Biocompatibility evaluation performed. Handle material identical to predicate (K160786). Cytotoxicity testing of tip housing material according to ISO 10993-5:2009. (Implied compliance).
    Cleaning and Disinfection: Effective cleaning and disinfection with simulated challenge soiling and organism. Compliance with FDA guidance and AAMI TIR12:2010.Cleaning and disinfection testing was performed with simulated challenge soiling and organism, following FDA guidance and AAMI TIR12:2010. (Implied effectiveness).
    Software Verification and Validation: Compliance with FDA guidance for software in medical devices.Software verification and validation testing was conducted according to the FDA guidance document "Content of Premarket Submission for Software Contained in Medical Devices." (Implied compliance).
    Battery Testing: Compliance with IEC 62133:2012.Battery testing was conducted according to IEC 62133:2012. (Implied compliance).
    Usability: Compliance with IEC 60601-1-6 Edition 3.1 2013.Usability testing was conducted according to IEC 60601-1-6 Edition 3.1 2013. (Implied compliance).
    Thermal Safety: Temperatures during unlocking procedure do not exceed established safety limits (e.g., those in AAMI/ANSI ES60601-1 and Eriksson, AR et al.).Thermal safety testing (using ASTM F2182-11 guidelines, gel media, and simulated use conditions) demonstrated that temperatures were within safe limits. Maximum implant and abutment temperatures reached during activation remained below safety limits established by AAMI/ANSI ES60601-1:2005/® 2012 and A1:2012, c1:2009/® 2012 and a2:2010/® 2012 and Eriksson, AR et al. Activation times: 5 seconds for acrylic restorations, 9 seconds for non-acrylic restorations. (This is considered safe and effective for its purpose).

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

    The document primarily describes bench testing (e.g., electrical safety, EMC, biocompatibility, cleaning, software V&V, battery, usability, thermal safety). These types of tests typically do not involve "test sets" of patient data in the way a diagnostic AI would.

    • Sample size for test set: Not applicable in the context of patient data for diagnostic/prognostic evaluation. For bench tests, "samples" would refer to the number of devices or materials tested. This specific number is not provided, but the statement implies sufficient units were tested to meet the requirements of the standards.
    • Data provenance: Not applicable. These are laboratory-based bench tests, not clinical data.

    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)

    Not applicable. The "ground truth" for these types of engineering and safety tests is adherence to established international standards (e.g., ISO, IEC, AAMI/ANSI) and regulatory guidance. Expert clinical opinion for ground truth in a diagnostic sense is not relevant for this device's performance claims.

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

    Not applicable, as there is no "test set" of clinical cases requiring expert 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

    Not applicable. This device is a tool for removing dental prostheses, not a diagnostic AI system assisting human readers.

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

    This refers to the inherent performance of the device itself (e.g., its ability to heat the Sleeve safely and effectively). The entire "Performance Data" section describes standalone testing of the Rodo Smilekey. It functions as an algorithm itself in the sense of regulating energy delivery and time, and its performance was evaluated independently through bench testing.

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

    The "ground truth" for the device's acceptable performance is defined by:

    • Compliance with internationally recognized engineering and safety standards (e.g., AAMI/ANSI ES60601-1, IEC 60601-1-2, ISO 10993-1, ISO 10993-5, IEC 62133, IEC 60601-1-6).
    • Adherence to FDA guidance documents (e.g., for reprocessing, software validation).
    • Demonstrating that thermal output (maximum implant/abutment temperature) remains below established safety limits determined by physiological studies (e.g., Eriksson, AR et al.).
    • Substantial equivalence to a legally marketed predicate device (Rodo Abutment System K160786) based on similar intended use and demonstration that technological differences do not raise new safety or effectiveness concerns.

    8. The sample size for the training set

    Not applicable. This device is not an AI/ML algorithm that requires a training set of data. Its function is based on principles of induction heating and electronics, not learned patterns from data.

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

    Not applicable, as no training set is used.

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