K190185 · C.R. Bard, Inc. · OWT · Jun 12, 2019 · General, Plastic Surgery
Device Facts
Record ID
K190185
Device Name
Phasix ST Mesh with Open Positioning System
Applicant
C.R. Bard, Inc.
Product Code
OWT · General, Plastic Surgery
Decision Date
Jun 12, 2019
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 878.3300
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
Phasix ST Mesh with Open Positioning System is indicated for use in the reinforcement of soft tissue, where weakness exists, in procedures involving soft tissue repair, such as for the repair of hernias. The open positioning system is intended to facilitate the placement, positioning and fixation of the mesh during open ventral hernia repair.
Device Story
Phasix ST Mesh with Open Positioning System is a sterile, single-use, bi-layer surgical mesh designed for open ventral hernia repair. The mesh consists of a posterior layer (Phasix ST Mesh) and an anterior layer (Phasix Mesh) stitched together with P4HB monofilament to form a pocket. A removable accessory, comprising a polypropylene handle and PTFE guide, is preinserted into this pocket to assist the surgeon in placing, positioning, and fixing the mesh over the hernia defect. Once the mesh is initially fixed, the accessory is removed and discarded. The device is used by surgeons in an operating room setting. By providing a temporary structural guide, the system simplifies the handling and orientation of the mesh, potentially improving surgical efficiency and accuracy during soft tissue reinforcement.
Clinical Evidence
No clinical data was required. Evidence consists of bench testing (mesh pore size, ball burst, tear strength, suture retention, recoil, grip strength, and accessory removal force) and a 4-week GLP porcine study comparing the subject device to the Ventrio ST Hernia Patch and Phasix ST Mesh. The animal study evaluated mesh conformance, tissue attachments, contracture, histological response, and mechanical tissue ingrowth, showing comparable results.
Technological Characteristics
Bi-layer mesh composed of Phasix ST Mesh and Phasix Mesh stitched with 10 mil P4HB monofilament. Accessory consists of polypropylene handle and PTFE guide. Sterilization via ethylene oxide. Device is non-electromechanical; no software or electrical components.
Indications for Use
Indicated for reinforcement of soft tissue where weakness exists, specifically for soft tissue repair procedures such as hernia repair. The open positioning system is indicated to facilitate mesh placement, positioning, and fixation during open ventral hernia repair.
Regulatory Classification
Identification
Surgical mesh is a metallic or polymeric screen intended to be implanted to reinforce soft tissue or bone where weakness exists. Examples of surgical mesh are metallic and polymeric mesh for hernia repair, and acetabular and cement restrictor mesh used during orthopedic surgery.
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June 12, 2019
C.R. Bard, Inc. Shirin Mate Regulatory Affairs Specialist 100 Crossings Boulevard Warwick, Rhode Island 02886
Re: K190185
Trade/Device Name: Phasix ST Mesh with Open Positioning System Regulation Number: 21 CFR 878.3300 Regulation Name: Surgical Mesh Regulatory Class: Class II Product Code: OWT, OOD, FTL Dated: May 13, 2019 Received: May 14, 2019
Dear Shirin Mate:
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 statutes and regulations administered by other Federal agencies. You must comply with all the Act's
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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 (OS) 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 mediation-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,
For David Krause, Ph.D. Acting Division Director Division of Infection Control and Plastic Surgery Devices Office of Surgical and Infection Control 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) K190185
Device Name
Phasix ST Mesh with Open Positioning System
Indications for Use (Describe)
Phasix ST Mesh with Open Positioning System is indicated for use in the reinforcement of soft tissue, where weakness exists, in procedures involving soft tissue repair, such as for the repair of hernias.
The open positioning system is intended to facilitate the placement, positioning and fixation of the mesh during open ventral hernia repair.
| Type of Use (Select one or both, as applicable) | |
|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| <div> <span> <svg class="bi bi-check-square" fill="currentColor" height="1em" viewbox="0 0 16 16" width="1em" xmlns="http://www.w3.org/2000/svg"> <path d="M14 1H2a1 1 0 0 0-1 1v12a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 0a2 2 0 0 0-2 2v12a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V2a2 2 0 0 0-2-2H2z" fill-rule="evenodd"></path> <path d="M10.97 4.97a.75.75 0 0 1 1.071 1.05l-3.992 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.75.75 0 0 1 1.08-.022z" fill-rule="evenodd"></path> </svg> Prescription Use (Part 21 CFR 801 Subpart D) </span> </div> | <div> <span> <svg class="bi bi-square" fill="currentColor" height="1em" viewbox="0 0 16 16" width="1em" xmlns="http://www.w3.org/2000/svg"> <path d="M14 1H2a1 1 0 0 0-1 1v12a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1V2a1 1 0 0 0-1-1zM2 0a2 2 0 0 0-2 2v12a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V2a2 2 0 0 0-2-2H2z" fill-rule="evenodd"></path> </svg> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
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### Phasix™ ST Mesh with Open Positioning System 510(k) Summary 21 CFR 807.92
As required by the Safe Medical Devices Act of 1990, coded under Section 513, Part (D)(3)(A) of the Food, Drug and Cosmetic Act, a 510(k) summary upon which substantial equivalence determination is based is as follows:
#### 1.Submitter Information:
Davol Inc., C. R. Bard, Inc. 100 Crossings Boulevard Warwick, RI 02886 Phone: (401) 825-8569 Fax: (401) 825-8765
Contact Person: Shirin Mate Title: Regulatory Affairs Specialist Email: shirin.s.mate@crbard.com
Date: June 6, 2019
#### 2.Subject Device:
| 510(k) Type: | Traditional 510(k) |
|-----------------------------|---------------------------------------------------------------------|
| Trade Name: | Phasix™ ST Mesh with Open Positioning System |
| Common or Usual Name: | Surgical Mesh |
| Classification Name: | Mesh, Surgical, Absorbable, Abdominal Hernia |
| Classification Panel: | General and Plastic Surgery |
| Regulatory Class: | Class II (Phasix™ ST Mesh with Open Positioning System) |
| | Class I ( Open Positioning System Accessory) |
| Regulation Number: | 21 CFR § 878.3300 (Phasix™ ST Mesh with Open Positioning<br>System) |
| | 21 CFR § 878.4800 (Open Positioning System Accessory) |
| Product Code: | OWT, OOD, FTL (Phasix™ ST Mesh with Open Positioning<br>System) |
| | MDM (Open Positioning System Accessory) |
| 3.Primary Predicate Device: | |
Name of Device:
K101920 - Ventrio™ ST Hernia Patch
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| Common or Usual Name: | Surgical Mesh |
|-----------------------|---------------------------|
| Classification Name: | Mesh, Surgical, Polymeric |
| Classification Panel: | General & Plastic Surgery |
| Regulatory Class: | Class II |
| Regulation Number: | 21 CFR § 878.3300 |
| Product Code: | FTL |
### 4.Reference Device:
| Name of Device: | K173143 - Phasix™ ST Mesh |
|--------------------------------------------------------------------|----------------------------------------------------------------------------------------|
| Common or Usual Name: | Surgical Mesh |
| Classification Name:<br>Classification Panel:<br>Regulatory Class: | Mesh, Surgical, Absorbable, Abdominal Herni<br>General and Plastic Surgery<br>Class II |
| Regulation Number: | 21 CFR § 878.3300 |
| Product Code: | OWT, OOD, FTL, OWZ, OXC |
#### 5.Reference Device:
| Name of Device: | K161424 - Phasix™ Mesh |
|-----------------------|-----------------------------|
| Common or Usual Name: | Surgical Mesh |
| Classification Name: | Surgical Film |
| Classification Panel: | General and Plastic Surgery |
| Regulatory Class: | Class II |
| Regulation Number: | 21 CFR § 878.3300 |
| Product Code: | OOD |
#### 6.Device Description:
Phasix™ ST Mesh with Open Positioning System is a sterile, single-use device for prescription use only. It is a bi-layer mesh comprised of Phasix™ ST Mesh (K173143, forms posterior layer) and Phasix™ Mesh (K161424, forms anterior layer) stitched together with a 10 mil P4HB monofilament. The combination of the two distinct layers forms a pocket to accommodate a preinserted removable accessory. The subject device is designed for reinforcement of soft tissue deficiencies during open ventral hernia repair. The subject device and reference device have identical intended use for the mesh i.e. soft tissue repair/ reinforcement.
# Open Positioning System
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The removable open positioning system is an accessory with polypropylene (PP) handle attached to a Polytetrafluoroethylene (PTFE) guide. The accessory comes preinserted into the mesh pocket to aid with placement, positioning, and fixation. The center marking on the positioning guide will aid with proper centering and orientation over the defect. The accessory is removed following the initial fixation and then discarded. The intended use of the accessory is similar to the SorbaFlex Memory Technology utilized in the Ventrio™ ST Hernia Patch (K101920).
# 7.Indications for Use:
Phasix™ ST Mesh with Open Positioning System is indicated for use in the reinforcement of soft tissue, where weakness exists, in procedures involving soft tissue repair, such as for the repair of hernias.
The open positioning system is intended to facilitate the placement, positioning and fixation of the mesh during open ventral hernia repair.
# 8.Technological Comparison to Predicate and Reference Devices:
The subject device, Phasix™ ST Mesh with Open Positioning System has the following similarities to the predicate and reference devices:
- The intended use of the mesh, i.e. for the repair / reinforcement of soft tissue, is identical . to the Ventrio™ ST Hernia Patch (K101920), Phasix™ ST Mesh (K173143) and Phasix™ Mesh (K161424).
- The intended use of the open positioning accessory, i.e. to facilitate the ease of insertion, . placement, positioning and fixation of the mesh, is similar to the SorbaFlex Memory Technology (PDO) utilized in the Ventrio™ ST Hernia Patch (K101920 with the exception of the removal of the open positioning accessory).
- The mesh and mesh materials are identical to the Phasix™ ST Mesh (K173143) and ● Phasix™ Mesh (K161424).
- The mesh pocket design is similar to the Ventrio™ ST Hernia Patch (K101920). .
- The principle of operation for open ventral hernia repair is identical to the Ventrio™ ST . Hernia Patch (K101920), Phasix™ ST Mesh (K173143) and Phasix™ Mesh (K161424)
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with the exception of the open positioning accessory removal, i.e. insertion, placement/ positioning and fixation.
- The mesh sizes are within the similar range of the Ventrio™ ST Hernia Patch (K101920), . Phasix™ ST Mesh (K173143) and Phasix™ Mesh (K161424).
- The base materials utilized in open positioning accessory, Polypropylene and PTFE are . similar to the Polypropylene mesh material and PTFE monofilament sew line utilized in the Ventrio™ ST Hernia Patch (K101920).
The subject device, the Phasix™ ST Mesh with Open Positioning System incorporates following change as compared to the predicate and reference devices:
- . It consists of a removable accessory instead of the embedded SorbaFlex Memory Technology (PDO) material as compared to Ventrio™ ST Hernia Patch (K101920). None of the cited predicate/reference devices consists of a removable accessory.
The subject device has similar intended use, indication for use, principle of operation, mesh materials/ manufacturing processes, packaging, sterilization (ethylene oxide) method and utilizes the same manufacturing facility. Any differences in the technological characteristics were thoroughly tested and the results demonstrate that there are no new questions of safety and effectiveness.
# 9.Performance Data:
The following performance data is provided in support of substantial equivalence determination.
#### Performance Standards
No performance standards have been established for this device under Section 514 of the Federal Food, Drug, and Cosmetic Act.
# Biocompatibility Testing:
The biocompatibility evaluation for the Phasix™ ST Mesh with Open Positioning System was conducted in accordance with the Guidance for Industry and Food and Drug Administration Staff Use of International Standard ISO 10993-1, "Biological evaluation of medical devices – Part 1: Evaluation and testing within a risk management process" June 16, 2016, and International
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Standard ISO 10993-1 "Biological Evaluation of Medical Devices – Part 1: Evaluation and Testing within a Risk Management Process," as recognized by the FDA.
The subject device mesh materials are identical to the mesh materials utilized in the successful clearance of the Phasix™ ST Mesh (K173143) and Phasix™ Mesh (K161424) and therefore considered safe and biocompatible. Thus, the tests specific to Phasix™ ST Mesh and Phasix™ Mesh were not repeated. However, in order to address any risks associated with interaction between the materials of the subject device mesh and the accessory (guide and handle), a biocompatibility testing was completed to demonstrate the subject device; Phasix™ ST Mesh with Open Positioning System is biocompatible for its intended use. Refer to Table 1.
Table 1: Biocompatibility Testing: Phasix™ ST Mesh with Open Positioning System
| Test Method | Results |
|----------------------------------------------|---------|
| MEM Cell Cytotoxicity Elution | Pass |
| Intracutaneous Reactivity | Pass |
| Acute Systemic Toxicity | Pass |
| ISO Material Mediated Rabbit Pyrogenicity | Pass |
| Guinea Pig Maximization Test (Sensitization) | Pass |
| Material/ Chemical Characterization | Pass |
The biocompatibility test results demonstrate that the subject device is biocompatible and there are no interactions between the subject device mesh and the accessory to affect its safety and effectiveness. Thus the subject device is safe and biocompatible for its intended use.
## Electrical safety and electromagnetic compatibility (EMC)
The Phasix™ ST Mesh with Open Positioning System is not an electro-mechanical medical device nor is it medical system; therefore this section does not apply.
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## Software Verification and Validation Testing
The Phasix™ ST Mesh with Open Positioning System does not contain software therefore this section does not apply.
# Product Testing
The performance test results demonstrate that subject device successfully met the established acceptance criteria and is substantially equivalent to the Ventrio™ ST Hernia Patch (K101920), Phasix™ ST Mesh (K173143) and Phasix™ Mesh (K161424). Performance testing completed on the subject device is listed in Table 2.
Table 2: Performance Testing - bench
| Performance Testing- Bench | Test Method |
|----------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Substantial equivalency testing | Mesh Pore Size (Major and Minor), Gel Disruption, Ball Burst,<br>Tear Strength (Cross and Machine direction), Suture Retention<br>Strength (Cross and Machine Direction). |
| Additional mechanical testing to<br>evaluate features unique to the<br>subject device. | 15 Degree Recoil, Grip Strength, Pocket Integrity, Open<br>Positioning System (accessory) removal force, Handle<br>Attachment Strength, Three Tack Pluck. |
| Design Validation Usability Test. | Attributes: IFU, Insertion, Positioning and Placement, Fixation,<br>Removal, Open Ventral Hernia Repair. |
## Animal studies:
A comprehensive 4 week GLP study in a porcine model was performed on the subject device as compared to Ventrio™ ST Hernia Patch (K101920) and Phasix™ ST Mesh (K173143) to evaluate the following:
- . Mesh conformance
- . Peritoneal tissue attachments (% area coverage and tenacity)
- Percentage of mesh contracture
- Histological evaluation of the host inflammatory/fibrotic response, vascular integration, Collagen deposition/remodeling and tissue ingrowth
- Mechanical tissue ingrowth properties via T-peel analysis .
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The subject device results were found to be comparable and therefore. Phasix™ ST Mesh with Open Positioning System is substantially equivalent to the Ventrio™ ST Hernia Patch (K101920) and Phasix™ ST Mesh (K173143). .
# Clinical Study:
Clinical Study was not required in support of the subject device, Phasix™ ST Mesh with Open Positioning System.
## Conclusion:
The subject device has similar intended use, indications for use, principle of operation, mesh technological characteristics, packaging materials/ components, manufacturing process and sterilization (ethylene oxide). Any differences in the technological characteristics between the subject device and the predicate/reference devices were assessed and evaluated. All test results provided in support of the subject device demonstrate safety and effectiveness similar to the predicate/reference devices. Therefore, Phasix™ ST Mesh with Open Positioning System is substantially equivalent to the predicate device, Ventrio™ ST Hernia Patch (K101920).
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
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.