Automatic Continuous Effusion Shunt (ACES) System ACES System
K231096 · Pleural Dynamics, Inc. · KPM · Aug 18, 2023 · Gastroenterology, Urology
Device Facts
Record ID
K231096
Device Name
Automatic Continuous Effusion Shunt (ACES) System ACES System
Applicant
Pleural Dynamics, Inc.
Product Code
KPM · Gastroenterology, Urology
Decision Date
Aug 18, 2023
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 876.5955
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The Automatic Continuous Effusion Shunt (ACES) System is intended to move fluid from one location in the body to another.
Device Story
Implanted pleural-peritoneal shunt system for palliating recurrent pleural effusion. Comprises pump chamber with inlet/outlet valves, pleural tube, and peritoneal tube. Internal automatic pump extension placed between ribs uses patient respiration to passively pump fluid from pleural to peritoneal cavity. External manual compression pump extension allows patient-controlled or physician-directed active fluid movement. Used in clinical setting; implanted by physician. Benefits patient by managing fluid accumulation, reducing need for repeated drainage. Output is fluid transfer from pleural to peritoneal cavity for natural reabsorption.
Clinical Evidence
Bench testing only. Performance characterized via simulated use (pressure, flow rate, pumping), mechanical testing (tensile, burst, backflow, suture pull-out), and coating verification. Biocompatibility testing (ISO 10993) included cytotoxicity, sensitization, irritation, pyrogenicity, acute/subchronic systemic toxicity, implantation effects, and genotoxicity. Packaging and sterilization (Gamma radiation, SAL 10^-6) validated per ISTA 3A and ASTM D-4169 standards.
Technological Characteristics
Implantable shunt system. Materials: Silicone pump chamber and limbs with barium sulfate stripes. Surface: Covalently bonded heparin coating. Principle: Passive (respiratory-driven) and active (manual compression) pumping. Dimensions: 30 cm tubing length, 2.64 mm ID, 4.88 mm OD. Connectivity: None. Sterilization: Gamma radiation.
Indications for Use
Indicated for adult (>21 years of age) patients with chylothorax or intractable aseptic pleural effusion.
Regulatory Classification
Identification
A peritoneo-venous shunt is an implanted device that consists of a catheter and a pressure activated one-way valve. The catheter is implanted with one end in the peritoneal cavity and the other in a large vein. This device enables ascitic fluid in the peritoneal cavity to flow into the venous system for the treatment of intractable ascites.
Special Controls
*Classification.* Class II. The special controls for this device are FDA's:(1) “Use of International Standard ISO 10993 ‘Biological Evaluation of Medical Devices—Part I: Evaluation and Testing,’ ”
(2) “510(k) Sterility Review Guidance of 2/12/90 (K90-1),” and
(3) Backflow specification and testing to prevent reflux of blood into the shunt.
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August 18, 2023
Pleural Dynamics, Inc. % Joseph Ostendorf Regulatory Affairs Consultant Ostendorf Consulting, LLC 23879 Blue Spruce Road Sauk Centre, Minnesota 56378
Re: K231096
Trade/Device Name: Automatic Continuous Effusion Shunt (ACES) System Regulation Number: 21 CFR 876.5955 Regulation Name: Peritoneo-Venous Shunt Regulatory Class: Class II Product Code: KPM Dated: July 27, 2023 Received: July 27, 2023
Dear Joseph Ostendorf:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal
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statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
# Glenn B. Bell -S
for Gema Gonzalez Acting Assistant Director DHT3A: Division of Renal, Gastrointestinal, Obesity and Transplant Devices OHT3: Office of GastroRenal, ObGyn, General Hospital and Urology Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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## Indications for Use
510(k) Number (if known) K231096
#### Device Name
Automatic Continuous Effusion Shunt (ACES) System
Indications for Use (Describe)
The Automatic Continuous Effusion Shunt (ACES) System is indicated for use in adult (>21 years of age) patients with • chylothorax
• intractable aseptic pleural effusion
| Type of Use (Select one or both, as applicable) |
|-------------------------------------------------|
|-------------------------------------------------|
| <div style="display:flex; align-items:center;"> <input checked="true" type="checkbox"/> <span>Construction Use (Part 41 CFR 60-1 Subpart B)</span> </div> |
|-----------------------------------------------------------------------------------------------------------------------------------------------------------|
| <div style="display:flex; align-items:center;"> <input type="checkbox"/> <span>On-Site Construction (41 CFR 60-4 Subpart A)</span> </div> |
|× | Prescription Use (Part 21 CFR 801 Subpart D)
| | Over-The-Counter Use (21 CFR 801 Subpart C)
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### Pleural Dynamics, Inc. 510(k) Summary
This summary of 510(k) safety and effectiveness information is submitted in accordance with the requirements of SMDA 1990 and 21 CFR 807.92.
| 510(k) Number: | K231096 |
|------------------------------------------|------------------------------------------------------------------------------------------------------|
| Date Prepared: | August 17, 2023 |
| Applicant: | Pleural Dynamics, Inc.<br>952 Medina Road<br>Wayzata, MN 55391<br>+1 (763) 501-7223 |
| Contact Person: | Joseph Ostendorf<br>Regulatory Affairs Consultant<br>23879 Blue Spruce Road<br>Sauk Centre, MN 56378 |
| SUBJECT DEVICE | |
| Trade/Device Name: | Automatic Continuous Effusion Shunt (ACES) System |
| Device Regulation Number: | 21 CFR § 876.5955 |
| Device / Regulation Name: | Peritoneo-venous shunt |
| Regulation Description /<br>Common Name: | Shunt, Peritoneal |
| Product Code: | KPM |
Class II
Device Class / Regulation
Classification:
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#### DEVICE DESCRIPTION (For the Device Subject to this 510(k) Premarket Notification)
The ACES System is an implanted pleural-peritoneal shunt system intended to palliate symptoms of recurrent pleural effusion, an accumulation of fluid in the cavity around the lungs.
The ACES System comprises a pump that is, generally, a resilient flexible bulb having an inlet and an outlet. The inlet is attached to a first fenestrated barium striped tube that extends from the inlet valve to the patient's pleural cavity. The outlet is connected to a second fenestrated barium striped tube that extends from the outlet valve to the patient's peritoneal cavity. Each one-way valve is connected to a single pump chamber with an internal automatic pump extension and external manual compression and an integrated implant securement flange for suture fixation in the muscular facia. Internal (intercostal) automatic (passive) pump extension is placed between adjacent ribs in the external (subdermal) manual compression (active) pump extension is positioned under the skin and external to the ribs.
Using a patient's own respiration, the internal automatic pump extension operates by being successively compressed and decompressed between adjacent ribs, as the patient breathes, whereby pumping the fluid from the pleural cavity to the peritoneal cavity, where it is naturally reabsorbed by the external manual compression pump extension allows for intraprocedural priming of the pump chamber as well as manual compression by the patient, post procedurally, at will or as directed by their physician for movement of fluid from the pleural cavity to the peritoneal cavity.
#### INDICATIONS FOR USE (For the Device Subject to this 510(k) Premarket Notification)
The Automatic Continuous Effusion Shunt (ACES) System is indicated for use in adult (>21 years of age) patients with
- chylothorax
- intractable aseptic pleural effusion
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#### DEVICE CLASSIFICATION, INTENDED USE/INDICATIONS FOR USE, AND TECHNOLOGICAL AND PERFORMANCE CHARACTERISTICS COMPARISONS
The following tables provide a side-by-side comparison of the ACES System to the predicate and reference devices to support this pre-market notification.
| Device Classification Comparison | | | | |
|-------------------------------------------------|------------------------------------------------------------|-----------------------------------|-----------------------------------------------------------------------------------------------------------|--------------------------------------------------------|
| | Subject Device<br>K231096 | Predicate Device<br>K822686 | Reference Device<br>K012235 | Reference Device<br>K912645 |
| Trade/Device<br>Name: | Automatic<br>Continuous<br>Effusion Shunt<br>(ACES) System | Denver Peritoneo-<br>Venous Shunt | Denver Pleural<br>Effusion Shunt and<br>Denver Pleural<br>Effusion Shunt with<br>External Pump<br>Chamber | Atriums PDR<br>Thoracic Catheter |
| Regulation<br>Medical Specialty | Gastroenterology /<br>Urology | Gastroenterology /<br>Urology | Gastroenterology /<br>Urology | General & Plastic<br>Surgery |
| Device Regulation<br>Number: | 21 CFR § 876.5955 | 21 CFR § 876.5955 | 21 CFR § 876.5955 | 21 CFR § 878.4200 |
| Device /<br>Regulation Name: | Peritoneo-venous<br>shunt | Peritoneo-venous<br>shunt | Peritoneo-venous<br>shunt | Introduction/drainage<br>catheter and<br>accessories |
| Regulation<br>Description /<br>Common Name: | Shunt, Peritoneal | Shunt, Peritoneal | Shunt, Peritoneal | Catheter.<br>Ventricular, General<br>& Plastic Surgery |
| Product Code: | KPM | KPM | KPM | GBS |
| Device Class /<br>Regulation<br>Classification: | Class II | Class II | Class II | Class I |
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| Intended Use/Indications for Use Comparison | | | | |
|---------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------|
| | Subject Device<br>K231096 | Predicate Device<br>K822686 | Reference Device<br>K012235 | Reference Device<br>K912645 |
| Intended<br>Use | The Automatic<br>Continuous Effusion<br>Shunt (ACES)<br>System is intended to<br>move fluid from one<br>location in the body<br>to another. | The Denver<br>Peritoneo-Venous<br>Shunt is intended to<br>move fluid from one<br>location in the body<br>to another. | The Denver Pleural<br>Effusion Shunt is<br>intended to move<br>fluid from one<br>location in the body<br>to another. | The Atriums PDR<br>Thoracic Catheter is<br>intended to allow<br>movement of fluid<br>from the body. |
| Indications<br>for Use | The Automatic<br>Continuous Effusion<br>Shunt (ACES) System<br>is indicated for use in<br>adult (>21 years of<br>age) patients with<br>chylothorax intractable<br>aseptic pleural<br>effusion | Unknown | The Denver Pleural<br>Effusion Shunt is<br>indicated for use in<br>patients with chylothorax intractable<br>aseptic pleural<br>effusion<br>The Denver Pleural<br>Effusion Shunt with<br>External Pump<br>Chamber is indicated<br>for adult, pediatric,<br>and neonatal patients<br>with chylothorax intractable<br>aseptic pleural<br>effusion | Atrium thoracic<br>catheters are intended<br>to facilitate the<br>evacuation of air<br>and/or fluid from the<br>chest cavity or<br>mediastinum. |
| Technological and Performance Characteristics Comparison | | | | | |
|----------------------------------------------------------|-------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | Subject Device<br>K230196 | Predicate Device<br>K822686 | Reference Device<br>K012235 | Reference Device<br>K912645 | |
| Manufacturer | Pleural Dynamics,<br>Inc. | BD<br>(Becton, Dickinson<br>and Company) | BD<br>(Becton, Dickinson<br>and Company) | Atrium Medical<br>Corporation<br>(MAQUET<br>Cardiovascular,<br>LLC) | |
| Construct | Single Pump<br>Chamber with<br>Double Valves and<br>Pleural and<br>Peritoneal Limbs | Single Pump<br>Chamber with<br>Valves with<br>Peritoneal and<br>Venous Limbs | Single Pump<br>Chamber with<br>Double Valves and<br>Pleural and<br>Peritoneal Limbs | Single Limb Tube | |
| Materials of<br>Construction | Pump Chamber:<br>Silicone<br>Limbs: Silicone<br>with Barium<br>Sulfate Stripe | Pump Chamber:<br>Silicone<br>Limbs: Silicone<br>with Barium<br>Sulfate Stripe | Pump Chamber:<br>Silicone<br>Limbs: Silicone<br>with Barium<br>Sulfate Stripe | Limb: Silicone or<br>Polyvinyl Chloride<br>with Radiopaque<br>Stripe | |
| Surface Treatment | Yes - Covalently<br>Bonded Heparin<br>Coating | Yes - Ionically<br>Bonded Heparin | None Known | Yes - Covalently<br>Bonded Heparin<br>Coating | |
| Technological and Performance Characteristics Comparison | | | | | |
| | | Subject Device<br>K230196 | Predicate Device<br>K822686 | Reference Device<br>K012235 | Reference Device<br>K912645 |
| Placement<br>Technique | | Seldinger<br>Technique | Seldinger<br>Technique | Seldinger<br>Technique | Surgical Technique |
| Design Intent | | Placed internally,<br>relative to the skin,<br>with an extension<br>of the pump<br>chamber positioned<br>between adjacent<br>ribs to manage<br>pleural effusion by<br>moving fluid from<br>the pleural cavity to<br>the peritoneal<br>cavity. | Placed internally or<br>externally, relative<br>to the skin, with a<br>portion of the<br>peritoneal tube<br>positioned across<br>the abdominal wall<br>to manage ascites<br>by moving fluid<br>from the peritoneal<br>cavity to the venous<br>system. | Placed internally or<br>externally, relative<br>to the skin, with a<br>portion of the<br>pleural tube<br>positioned between<br>adjacent ribs to<br>manage pleural<br>effusion by moving<br>fluid from the<br>pleural cavity to the<br>peritoneal cavity. | Placed partially<br>internal and<br>partially external,<br>relative to the skin.<br>with a portion of<br>the tube positioned<br>between adjacent<br>ribs to drain the<br>cavity by moving<br>fluid or air from the<br>pleural cavity to<br>exterior of the<br>body. |
| Principles of<br>Operation | | Pleural effusion<br>shunts are<br>permanently placed<br>drainage<br>management<br>systems designed to<br>move fluid from the<br>pleural cavity to the<br>peritoneal cavity. | Peritoneo-Venous<br>shunts are<br>permanently placed<br>drainage<br>management<br>systems designed to<br>move fluid from the<br>peritoneal cavity to<br>the venous system. | Pleural effusion<br>shunts are<br>permanently placed<br>drainage<br>management<br>systems designed to<br>move fluid from the<br>pleural cavity to the<br>peritoneal cavity. | Thoracic catheters<br>are temporarily<br>placed access<br>devices designed to<br>move fluid from the<br>thorax to the<br>exterior of the<br>body. |
| Tubing Length | | 30 cm | Unknown | Unknown | Unknown |
| Tubing Inner<br>Diameter | | 2.64 mm | Unknown | Unknown | Unknown |
| Tubing Outer<br>Diameter | | 4.88 mm | Unknown | Unknown | Unknown |
| Pump | Automatic | 250 – 750 mL/day | N/A | N/A | N/A |
| Fluid<br>Flow<br>Rate | Manual | Approximately<br>2 mL per complete<br>pump compression | Unknown | Approximately<br>2 mL per complete<br>pump compression | N/A |
| Implantable | | Yes | Yes | Yes | Yes |
| Single Patient Use | | Yes | Yes | Yes | Yes |
| Design Prevents<br>Backflow | | Yes | Yes | Yes | No |
| Biocompatible | | Yes | Yes | Yes | Yes |
| Provided Sterile | | Yes | Yes | Yes | Yes |
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#### SUMMARY OF PERFORMANCE TESTING AND STANDARDS
Performance testing was conducted to evaluate and characterize the performance of the device to support a determination of substantial equivalence to the predicate and reference devices, where applicable. A comparison was made against the predicate and reference devices, where data was available. The ACES System has undergone bench, biocompatibility, packaging, and sterilization testing to demonstrate the differences in technological characteristics do not raise different questions of safety and effectiveness.
| Non-Clinical Performance Tests | | |
|--------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------|
| Test | Test Method Summary | Results and Conclusions |
| Simulated Use | Visual Inspection | Pass – All samples passed the acceptance criteria |
| | Pressure Testing | Pass – All samples passed the acceptance criteria |
| | Chamber Pumping (Automatic) | Pass – All samples passed the acceptance criteria |
| | Bulb Pumping (Manual) | Pass – All samples passed the acceptance criteria |
| | Chamber Flowrate (Automatic) | Pass – All samples passed the acceptance criteria |
| | Bulb Flowrate (Manual) | Pass – All samples passed the acceptance criteria |
| Destructive | Tensile | Pass – All samples passed the acceptance criteria |
| | Burst | Pass – All samples passed the acceptance criteria |
| Backflow | Backflow | Pass – All samples passed the acceptance criteria |
| Securement | Suture Pull Out Force | Pass – All samples passed the acceptance criteria |
| Coating | Vertical Pinch Test | Pass – All samples passed the acceptance criteria |
| | Coating Length Verification | Pass – All samples passed the acceptance criteria |
| | Toluidine Blue & Finger Rub Test | Pass – All samples passed the acceptance criteria |
| Packaging | The packaged device and labeling shall withstand the conditions of ISTA 3A and ASTM D-4169; DC13; AL1 without loss of function, sterility, or legibility. | Pass – All samples passed the acceptance criteria |
| Shelf-Life | The packaged device and labeling shall withstand simulated storage conditions without loss of function, sterility, or legibility. | Pass – All samples passed the acceptance criteria |
| Sterilization | The sterilization process shall be validated to demonstrate a minimum of SAL of 10-6 for the product using Gamma radiation. | Pass – All samples passed the acceptance criteria |
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| Biocompatibility | | |
|--------------------------------------------|--------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Test | Test Summary | Conclusions |
| Cytotoxicity | MEM Elution Cytotoxicity Assay<br>(ISO)<br>(GLP) | Pass - Non-cytotoxic |
| Sensitization | Guinea Pig Maximization Test<br>(ISO) Sensitization<br>(GLP - 2 Extracts) | Pass - Non-sensitizer |
| Irritation or Intracutaneous<br>Reactivity | Intracutaneous Reactivity Test<br>(ISO)<br>(GLP - 2 Extracts) | Pass - Non-irritant |
| Material Mediated Pyrogenicity | Material Mediated Pyrogenicity<br>Test (ISO/USP)<br>(GLP) | Pass - Non-pyrogenic |
| Acute Systemic Toxicity | Acute Systemic Toxicity Test<br>(ISO)<br>(GLP - 2 Extracts) | Pass - Non-toxic |
| Subacute/Subchronic Toxicity | (31-Day) Systemic Toxicity<br>(Implant Method) and Implant<br>Evaluation Test in Rabbits (ISO) | Pass - No systemic toxic effects<br>were observed |
| Implantation Effects | (91-Day) Systemic Toxicity<br>(Implant Method) and Implant<br>Evaluation Test in Rabbits (ISO) | Pass - No systemic toxic effects<br>were observed<br>Pass - Slight reaction observed |
| Genotoxicity | Ames Bacterial Reverse Mutation<br>Assay (ISO)<br>(GLP - 2 Extracts)<br>Mouse Lymphoma Assay (ISO)<br>(GLP - 2 Extracts) | Pass - Non-mutagenic |
| Chronic Toxicity | Not evaluated | The biocompatibility of the<br>Automatic Continuous Effusion<br>Shunt System has been evaluated<br>to support an implant duration of<br>12 months, beyond which point it<br>is recommended the device be<br>removed. |
| Carcinogenicity | | |
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#### BASIS FOR DETERMINATION OF SUBSTANTIAL EQUIVALENCE
The Device Classification. Intended Use, and elemental Scientific Technology for the ACES System are the same as those described for the Predicate Device (K822686). The Surface Treatment is the same as that of the Reference Device (K912645). The Indications for Use and Principle of Operation is the same as that of the Reference Device (K012235).
The ACES System does not raise different questions regarding safety and effectiveness when compared to the predicate and reference devices and has been determined by Pleural Dynamics, Inc. to be substantially equivalent.
In summary, the ACES System has the same or similar following characteristics to the predicate and reference devices, which have previously received 510(k) clearance:
- Has the same device classification (Predicate Device K822686) ●
- . Has the same intended use (Predicate Device K822686)
- Has the similar indications for use (Reference Device K012235)
- Uses similar technological and performance characteristics (Reference Device K012235) ●
- Uses the similar principles of operation (Reference Device K012235) ●
- Same special controls are met (Predicate Device K822686) ●
Therefore, the conclusions drawn from the non-clinical tests demonstrate the device is as safe, as effective, and performs as well as the legally marketed device predicate, and reference devices, where applicable, per 21 CFR 807.92(b)(3). The ACES System is substantially equivalent to the predicate device and reference devices, where applicable.
#### SUBSTANTIAL EQUIVALENCE CONCLUSIONS
Through the thorough comparison of technological and performance characteristics, the subject device is determined to be substantially equivalent to the predicate device.
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Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.