Hypodermic Needle-Pro® EDGE™ Safety Device with Low Dead Space Syringe
K232943 · Smiths Medical Asd, Inc. · QNQ · May 31, 2024 · General Hospital
Device Facts
Record ID
K232943
Device Name
Hypodermic Needle-Pro® EDGE™ Safety Device with Low Dead Space Syringe
Applicant
Smiths Medical Asd, Inc.
Product Code
QNQ · General Hospital
Decision Date
May 31, 2024
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 880.5860
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
This device is intended for use to inject fluids into or withdraw fluids from the body. The needle protection device covers the needle after use to help prevent needle sticks.
Device Story
Hypodermic Needle-Pro® EDGE™ Safety Device with Low Dead Space (LD) Syringe; sterile, single-use device for fluid injection/aspiration. Comprises polypropylene needle hub, protective sheath with living hinge, stainless-steel needle cannula, and LD syringe. LD syringe features plunger tip extending into neck to minimize fluid waste (approx. 0.010 mL). Used in clinical settings by healthcare professionals. One-handed technique engages sheath over needle post-procedure to prevent needle sticks. Luer lock connection ensures secure, leak-free fluid flow. Benefits include reduced medical product waste and enhanced clinician safety via integrated needle protection.
Clinical Evidence
No clinical data. Substantial equivalence supported by non-clinical bench testing, including biocompatibility (ISO 10993-1:2018), sterilization (ISO 11135:2014, AAMI TIR28:2016), shelf-life (ISO 11607:2019), and performance testing (ISO 80369-1:2018, ISO 7886-1:2017, ISO 7864:2016, ISO 23908:2011, ISO 9626:2016).
Technological Characteristics
Materials: 304 stainless steel cannula, polypropylene hub/sheath/syringe barrel/plunger, IR rubber gasket, silicone lubricant. Luer lock connection per ISO 80369-7. Active safety feature with one-handed hinge-style activation. Ethylene oxide sterilization. Single-use, sterile.
Indications for Use
Indicated for injection or aspiration of fluids in patients requiring hypodermic delivery or withdrawal. Prescription use only.
Regulatory Classification
Identification
A piston syringe is a device intended for medical purposes that consists of a calibrated hollow barrel and a movable plunger. At one end of the barrel there is a male connector (nozzle) for fitting the female connector (hub) of a hypodermic single lumen needle. The device is used to inject fluids into, or withdraw fluids from, the body.
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May 31, 2024
Smiths Medical ASD, Inc. Benjamin Rappaport Regulatory Affairs Specialist 6000 Nathan Lane North Minneapolis, Minnesota 55442
# Re: K232943
Trade/Device Name: Hypodermic Needle-Pro® EDGE™ Safety Device with Low Dead Space Syringe Regulation Number: 21 CFR 880.5860 Regulation Name: Piston Syringe Regulatory Class: Class II Product Code: QNQ, FMI, MEG, Dated: April 30, 2024 Received: May 1, 2024
# Dear Benjamin Rappaport:
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 (the 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 available 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.
Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
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Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
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 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 Part 803) for devices or postmarketing safety reporting (21 CFR Part 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 Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 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,
# Silicelely,
Shruti N. Mistry =S 2024.05.31 15:07:21
Shruti N. Mistry =S =04'00'
Shruti Mistry Assistant Director Division of Drug Delivery and General Hospital Devices, and Human Factors Office of Gastrorenal, ObGyn, General Hospital, and Urology Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
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# Indications for Use
510(k) Number (if known) K232943
Device Name
Hypodermic Needle-Pro® EDGE™ Safety Device with Low Dead Space Syringe
Indications for Use (Describe)
This device is intended for use to inject fluids into or withdraw fluids from the body. The needle protection device covers the needle after use to help prevent needle sticks.
| Type of Use (Select one or both, as applicable) | |
|-------------------------------------------------|--|
|-------------------------------------------------|--|
X Prescription Use (Part 21 CFR 801 Subpart D)
| Over-The-Counter Use (21 CFR 801 Subpart C)
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#### K232943-510(k) Summary
#### Date Prepared
April 30, 2024
#### a. Device Information
- Device Names Hypodermic Needle-Pro® EDGE™ Safety Device with Low Dead Space Syringe
#### b. Manufacturer Information
| Applicant, 510(k) owner | Smiths Medical ASD, Inc.<br>6000 Nathan Lane North<br>Minneapolis, MN 55442<br>Establishment Registration: 3012307300 |
|-------------------------|---------------------------------------------------------------------------------------------------------------------------------------|
| Contact Person | Benjamin Rappaport<br>Regulatory Affairs Associate II<br>6000 Nathan Lane North<br>Minneapolis, MN 55442<br>Telephone: (763) 383-3000 |
#### c. Device Classification and Number
| Name of the Devices: | Hypodermic Needle-Pro® EDGET™ Safety Device with Low Dead Space Syringe |
|-------------------------------|-----------------------------------------------------------------------------------|
| Common or Usual Names: | Sterile Low Dead Space Piston Syringe, Needle, Hypodermic |
| Classification: | II |
| Regulation Numbers and Names: | 21CFR880.5860 – Piston syringe<br>21CFR880.5570 – Hypodermic Single Lumen Needles |
| 510(k) Review Panels: | General Hospital |
| Product Codes: | QNQ, FMI, MEG |
#### d. Predicate Devices Information
Hypodermic Needle-Pro® EDGE™ Safety Device (Smiths Medical ASD, Inc.) K211634
#### e. Indications for Use
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This device is intended for use to inject fluids into or withdraw fluids from the body. The needle protection device covers the needle after use to help prevent needle sticks.
### f. Device Description
The Hypodermic Needle-Pro® EDGE™ Safety Device with Syringe is intended for injection or aspiration of fluids using a Luer lock (LL) or Luer slip syringe. The device is provided sterile and is for single use only. The Hypodermic Needle-Pro® EDGE™ Safety Device with Syringe is an extension of Smiths Medical's Hypodermic Needle-Pro® EDGE™ product portfolio. The Low Dead-Space (LD) Syringe new component - is added to form new device combo with the previously cleared Hypodermic Needle-Pro® EDGE™ Safety Device. The device combo is intended to offer an optimization of the volume of fluids injected to patients, and thus reduce the amount of medical product remaining in the needle and the syringe's hub after injection.
The Needle-Protection (Needle-Pro) EDGE™ safety device covers the needle after use to help prevent needle sticks. The device features a one-viece design of polypropylene needle hub and protective sheath with a living hinge. The stainless-steel needle cannula is permanently affixed into the hub. After a procedure is completed, the needle is pressed into the sheath using a one-handed technique and the needle is contained within the sheath.
The Low Dead-Space (LD) Syringe is a new component to be used along with the Hypodermic Needle-Pro® EDGE™ Safety Device. The LD Syringe is designed with luer lock (LL) connection to provide a secure and leak-free connection between the syringe and the needle and maintain a continuous lumen for fluid flow. The LD Syringe plunger is designed for less product waste without changing the use of the device. The Syringe plunger tip extends into the syringe neck reducing fluid waste. The fluid waste is about 0.010 mL (10 µL), max = 0.015 mL (15 µL) for the LD syringe.
#### g. Technological Characteristics Compared to Predicate Device
The Hypodermic Needle-Pro® EDGE™ Safety Device with Syringe is substantially equivalent in performance, indication, design, and materials to the current Hypodermic Needle-Pro® EDGE™ Safety Device with Syringe, cleared under Premarket notification K211634.
The introduction of the proposed configuration has modified the existing syringe by lengthening 0.043". The physical characteristics differ in the materials used, which are addressed through biocompatibility testing per ISO 10993-1:2018. The differences are in comparison with the predicate: Hypodermic Needle-Pro® EDGETM Safety Device with Syringe.
Device Comparison Table
| Characteristic | Predicate Device – K211634 | Subject Device | Comparison |
|---------------------------------------------------------------|---------------------------------------------------------------|----------------|------------|
| Hypodermic Needle-Pro®<br>EDGE™ Safety Device with<br>Syringe | Hypodermic Needle-Pro®<br>EDGE™ Safety Device with<br>Syringe | | |
| General | | | |
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| Characteristic | Predicate Device – K211634 | | Subject Device | | Comparison | |
|------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------|----------------------------|
| | Hypodermic Needle-Pro®<br>EDGE™ Safety Device with<br>Syringe | | Hypodermic Needle-Pro®<br>EDGE™ Safety Device with<br>Syringe | | | |
| Indications for Use | | The device is intended for use<br>to inject fluids or withdraw<br>fluids from the body. The<br>needle protection device covers<br>the needle after use to help<br>prevent needle sticks. | | The device is intended for use<br>to inject fluids or withdraw<br>fluids from the body. The<br>needle protection device<br>covers the needle after use to<br>help prevent needle sticks. | | Same |
| Single Use | | Yes | | Yes | | Same |
| Prescription | | Yes | | Yes | | Same |
| Packaging | | Form Fill Seal, Coated Paper<br>"top web"/polyethylene- nylon<br>coextrusion "bottom web" | | Form Fill Seal, Coated Paper<br>"top web"/polyethylene- nylon<br>coextrusion "bottom web" | | Same |
| Sterilization Method | | Ethylene Oxide | | Ethylene Oxide | | Same |
| Hypodermic Needle-Pro® EDGE™ Safety Device | | | | | | |
| Safety Feature (Active<br>or Passive) | | Active | | Active | | Same |
| On-handed Safety<br>Activation | | Yes | | Yes | | Same |
| Hinge Style Safety<br>Feature | | Yes | | Yes | | Same |
| Needle Permanently<br>attached to the Needle-<br>Protection | | Yes | | Yes | | Same |
| Color Code to Reflect<br>Needle Gauge Size | | Yes, for needle hub and<br>protective sheath | | Yes, for needle hub and<br>protective sheath | | Same |
| Safety Feature as<br>Integral part of the<br>Hypodermic Needle | | Yes | | Yes | | Same |
| Needle Gauge X<br>Length<br>(Available on the finished<br>goods. See also Combo<br>below) | | 18G X 1"<br>19G X 1"<br>20G X 1"<br>21G X 1"<br>22G X 1"<br>23G X 1"<br>25G X 1"<br>27G X ½" | 18G X 1 ½"<br>19G X 1 ½"<br>20G X 1 ½"<br>21G X 1 ½"<br>22G X 1 ½"<br>23G X 1 ½"<br>25G X 5/8" | 23G X 1 ½"<br>25G X 1" | 23G X 1 ½"<br>25G X 5/8" | Matching<br>configurations |
| Needle Material | | 304 SS cannula | | 304 SS cannula | | Same |
| Syringe | | | | | | |
| Syringe<br>Size | 1mL | x | | x | | |
| | 3mL | x | | x | | Matching<br>configurations |
| | 5mL | x | | | | |
| | Characteristic | Predicate Device – K211634<br>Hypodermic Needle-Pro®<br>EDGE™ Safety Device with<br>Syringe | Subject Device<br>Hypodermic Needle-Pro®<br>EDGE™ Safety Device with<br>Syringe | Comparison | | |
| | 10mL | x | - | | | |
| Syringe<br>Length | 1mL | 5.888" ± 0.005"<br>with Needle Pro EDGE Long<br>~3.767"<br>without Needle Pro EDGE Long | 3.724" ± 0.005" (94.6 mm)<br>without Needle Pro EDGE Long | Slight difference<br>between the<br>predicate device<br>syringe and<br>proposed subject<br>device about<br>0.043" (1.1 mm). | | |
| | 3mL | 5.510" ± 0.005"<br>with Needle Pro EDGE Long<br>~3.388"<br>without Needle Pro EDGE Long | 3.346" ± 0.005" (85 mm)<br>without Needle Pro EDGE Long | | | |
| | | | | | | |
| Syringe<br>Assembly<br>Material | Gasket | Elastomer resin | IR rubber | Material<br>differences were<br>addressed<br>through<br>biocompatibility<br>testing per ISO<br>10993-1:2018. | | |
| | Plunger | Polypropylene | Polypropylene | | | |
| | Barrel | Polypropylene | Polypropylene | | | |
| | Lubricant | Silicone | Silicone | | | |
| Luer Lock | | Yes | Yes | Same | | |
| Luer Compliance | | ISO 594-1 and 594-2 | ISO 80369-7 | | | |
| Dead Space<br>Specification | | Standard Dead Space<br>~ 0.070mL of fluid waste | Low Dead Space<br>~ 0.010mL of fluid waste<br>Max: ≤0.015mL | Lower fluid<br>waste with the<br>subject device | | |
| Finished Good: Needle + Syringe Combo | | | | | | |
| Combo Configuration<br>(Syringe, Needle Gauge X<br>Length) | | 1mL, 25G X 1"<br>1mL, 27G X ½"<br>3mL, 18G X 1"<br>3mL, 19G X 1"<br>3mL, 20G X 1"<br>3mL, 21G X 1"<br>3mL, 22G X 1"<br>3mL, 23G X 1"<br>3mL, 25G X 1"<br>5mL, 20G X 1"<br>10mL, 20G X 1" | 1mL, 23G X 1 ½"<br>1mL, 25G X 5/8"<br>3mL, 18G X 1 ½"<br>3mL, 19G X 1 ½"<br>3mL, 20G X 1 ½"<br>3mL, 21G X 1 ½"<br>3mL, 22G X 1 ½"<br>3mL, 23G X 1 ½"<br>3mL, 25G X 5/8"<br>5mL, 21G X 1½"<br>10mL, 20G X 1 ½"<br>10mL, 21G X 1 ½" | 1mL, 23G X 1<br>1/2"<br>1mL, 25G X 1"<br>3mL, 25G X 1" | 1mL, 25G X 5/8"<br>3mL, 23G X 1 ½" | Matching<br>configurations |
| Note: Symbol “x”: available as part of the device combo<br>Symbol “-”: not available on the subject device combo | | | | | | |
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# h. Performance Data
Biocompatibility Testing was performed per ISO 10993-1:2018.
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Sterilization testing was performed per ISO 11135:2014 and AAMI TIR28:2016.
Shelf-Life testing was performed per ISO 11607:2019.
Non-Clinical Bench Verification Testing was performed per ISO 80369-1:2018 and ISO 7886-1:2017.
The subject device was adopted into the following non-clinication testing of the predicate device: ISO 7864:2016, ISO 23908:2011, ISO 9626:2016.
All performance testing was conducted according to the applicable ISO standards and met all predefined acceptance criteria. As such, the subject device is substantially equivalent to the predicate device.
#### i. Conclusion
The subject device has the same intended use and indications for use as the predicate. The subject device has the same characteristics and principles of operation. The differences between devices are demonstrated through device non-clinical bench testing. The subject device is substantially equivalent to the predicate device.
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.