K222744 · Sol-Millennium Medical, Inc. · FMF · Oct 11, 2022 · General Hospital
Device Facts
Record ID
K222744
Device Name
Sol-M Luer Lock Syringe
Applicant
Sol-Millennium Medical, Inc.
Product Code
FMF · General Hospital
Decision Date
Oct 11, 2022
Decision
SESE
Submission Type
Special
Regulation
21 CFR 880.5860
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The Sol-M Luer Lock Syringe is intended for aspiration and injection of medications and fluids into the body.
Device Story
Sol-M Luer Lock Syringe is a sterile, single-use, 3-part piston syringe (barrel, plunger, gasket) with a luer lock connection. It functions manually or with power-driven syringe pumps to aspirate and inject fluids/medications. The device is used in clinical settings by healthcare providers. The syringe barrel features gradient markings for volume measurement. When used with a pump, the luer lock tip connects to an IV administration line. The device provides accurate fluid delivery, with pump compatibility verified via ISO 7886-2 testing, ensuring appropriate plunger force and flow rate accuracy. Benefits include consistent medication delivery and compatibility with standard infusion equipment.
Clinical Evidence
No clinical data. Substantial equivalence is supported by bench testing, specifically compliance with ISO 7886-1:2017 (manual use) and ISO 7886-2:2020 (power-driven pump use). Testing included dimensional verification, flow rate error, and pump force measurements.
Technological Characteristics
Three-piece piston syringe; materials: polypropylene (barrel/plunger), IR rubber (gasket); lubricant: silicone oil (≤ 0.25 mg/cm²); luer lock tip per ISO 80369-7; volumes: 1, 3, 5, 10, 20, 30, 60ml; sterilization: EtO (SAL 10^-6); shelf life: 3 years; connectivity: mechanical interface for manual or pump-driven use.
Indications for Use
Indicated for aspiration and injection of medications and fluids into the body for patients requiring manual or power-driven syringe pump delivery.
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.
{0}------------------------------------------------
Image /page/0/Picture/0 description: The image contains two logos. The logo on the left is the Department of Health & Human Services logo. The logo on the right is the FDA logo, which stands for U.S. Food & Drug Administration. The FDA logo is in blue.
October 11, 2022
Sol-Millennium Medical Inc. Ying Zhao Sr. Manager, Regulatory Affairs 315 Shawnee North Dr. Suite 100 Suwanee, Georgia 30024
Re: K222744
Trade/Device Name: Sol-M Luer Lock Syringe Regulation Number: 21 CFR 880.5860 Regulation Name: Piston Syringe Regulatory Class: Class II Product Code: FMF Dated: September 9, 2022 Received: September 12, 2022
Dear Ying Zhao:
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 requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part
{1}------------------------------------------------
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 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,
CAPT Alan M. Stevens Assistant Director DHT3C: Division of Drug Delivery and General Hospital Devices, and Human Factors OHT3: Office of GastroRenal. ObGyn. General Hospital and Urology Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
{2}------------------------------------------------
# Indications for Use
510(k) Number (if known)
K222744
Device Name SOL-M Luer Lock Syringe
Indications for Use (Describe)
The Sol-M Luer Lock Syringe is intended for aspiration of medications and fluids into the body.
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)
#### CONTINUE ON A SEPARATE PAGE IF NEEDED.
This section applies only to requirements of the Paperwork Reduction Act of 1995.
#### *DO NOT SEND YOUR COMPLETED FORM TO THE PRA STAFF EMAIL ADDRESS BELOW.*
The burden time for this collection of information is estimated to average 79 hours per response, including the time to review instructions, search existing data sources, gather and maintain the data needed and complete and review the collection of information. Send comments regarding this burden estimate or any other aspect of this information collection, including suggestions for reducing this burden, to:
> Department of Health and Human Services Food and Drug Administration Office of Chief Information Officer Paperwork Reduction Act (PRA) Staff PRAStaff(@fda.hhs.gov
"An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a currently valid OMB number."
{3}------------------------------------------------
Sol-Millennium Medical Inc.
Sol-M™ Luer Lock Syringe
# 510(k) SUMMARY
# K222744
| Date Prepared | October 7, 2022 |
|-----------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Submitter | Sol-Millennium Medical Inc.<br>315 Shawnee North Dr. Suite 100<br>Suwanee, GA 30024<br>Phone: 815-578-2200 |
| Primary Contact Person | Ying Zhao<br>Sol-Millennium Medical Inc.<br>Sr. Manager, Regulatory Affairs<br>Phone: 919-324-2268<br>Email: yzhao@sol-m.com |
| Secondary Contact<br>Person | PJ Pasia<br>Sol-Millennium Medical Inc.<br>Director, Regulatory Affairs<br>Phone: 847-363-1264<br>Email: ppasia@sol-m.com |
| Device Information | Trade/Device Name: Sol-MTM Luer Lock Syringe<br>Regulatory Number: 21 CFR 880.5860<br>Regulatory Name: Piston Syringe<br>Regulatory Class: II<br>Product Code: FMF<br>Review Panel: General Hospital |
| Predicate Device | K101359: Sol-MTM Luer Lock Syringe<br>Manufacturer: Sol-Millennium Medical Inc. |
{4}------------------------------------------------
# INDICATIONS FOR USE
# The Sol-MIM Luer Lock Syringe is intended for aspiration and injection of medications and fluids into the body.
#### REASON FOR SUBMISSION
The purpose of this submission is to evaluate the suitability of the Sol-M™ Luer Lock Syringe (formerly known as InviroStripe Luer Lock Syringes) cleared under K101359 by Sol-Millennium to be used with power-driven pumps and to add statements on the labeling indicating compatibility with pumps. There is no change to Indications for Use, material, dimensions, design, and packaging compared with the predicate device.
#### DEVICE DESCRIPTION
The Sol-M Luer Lock Syringe is used to aspirate and inject fluid/medication into the body. The syringe is a sterile, single-use, 3-part syringe with luer lock conical connection. The Sol-MTM Luer Lock Syringe consists of the following components:
- . Barrel: The lubricated hollow cylinder has gradient markings on it. The tip of the barrel has a luer lock fitting for the user to attach a hypodermic needle or administration line.
- Plunger: The plunger is used to pull back to aspirate fluids or depress to inject fluids. ●
- Gasket: The gasket maintains the fluid in the barrel between the syringe nozzle and the ● plunger.
In addition to being used manually, the Sol-MTM Luer Lock Syringe can also work with a powerdriven syringe pump, with the luer lock tip connected to the IV administration line to deliver specific volume of fluid/medication.
The syringe is individually blister packaged, and EtO sterilized with SAL of 10-6. The Sol-M™ Luer Lock Syringe is provided in 1, 3, 5, 10, 20, 30, and 60ml volume.
### COMPARISON OF TECHNOLOGICAL CHARACTERISTICS
The design and technological features of the subject device are the same as existing Sol-M™ Luer Lock Syringe. The existing Sol-MTM Luer Lock Syringe is identical to InviroStripe Standard Luer Lock Syringe cleared under K101359 by Inviro Medical, Inc. The brand name changed to Sol-M100 from InviroStripe when Sol-Millennium acquired Inviro Medical, Inc in 2011.
The difference between the subject device and the predicate device is that the subject device is suitable for use with power-driven syringe pumps. These two devices are identical on Indication for Use, material, dimensions, design, and technology. The similarities and differences are illustrated in the table below.
{5}------------------------------------------------
| Element of<br>Comparison | Subject Device<br>Sol-MTM Luer Lock Syringe<br>(K222744) | Predicate Device<br>Sol-MTM Luer Lock Syringe<br>(K101359) | Comment |
|-------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------|-----------------------------|
| Product Code | FMF | FMF | Same |
| Syringe Type | Piston, syringe | Piston, syringe | Same |
| Indication for Use | The Sol-MTM Luer Lock<br>Syringe is intended for<br>aspiration and injection of<br>medications and fluids into<br>the body. | The Sol-MTM Luer Lock<br>Syringe is used to inject<br>medicine or vaccines into, or<br>withdraw fluids from, the<br>body. | Different/See<br>Comment #1 |
| Principle of Operation | Three-piece piston syringe.<br>Plunger is used to fill syringe<br>as well as discharge the fluid<br>for both manual and pump-<br>driven operation. | Three-piece piston syringe.<br>Plunger is used to fill syringe<br>as well as discharge the fluid. | Different/See<br>Comment #2 |
| Specific Drug Use | General use | General use | Same |
| Tip Type | Luer lock, ISO 80369-7 | Luer lock, ISO 80369-7 | Same |
| Nominal Capacity | 1, 3, 5, 10, 20, 30, and 60ml | 1, 3, 5, 10, 20, 30, and 60ml | Same |
| Barrel Marking Specs | Graduated scale | Graduated scale | Same |
| Gradations legibility | Bold Markings | Bold Markings | Same |
| Device<br>Component | Barrel<br>Polypropylene<br>Plunger<br>Polypropylene<br>Gasket<br>IR Rubber | Polypropylene<br>Polypropylene<br>IR Rubber | Same |
| Lubricant<br>Composition | Silicone oil | Silicone oil | Same |
| Lubricant<br>Amount/cm² | ≤ 0.25 mg/cm² | ≤ 0.25 mg/cm² | Same |
| Barrel transparency | Clear | Clear | Same |
| Biocompatibility | ISO 10993<br>Per 21 CFR 801 | ISO 10993<br>Per 21 CFR 801 | Same |
| Labeling | Include "Suitable for Use<br>with Power-Driven Syringe<br>Pumps" statement | | Different/See<br>Comment #3 |
| Sterilization Method | EtO | EtO | Same |
| Sterility Level (SAL) | 10-6 | 10-6 | Same |
| Shelf Life | 3 years | 5 years | Different/See<br>Comment #4 |
| Manual Use | ISO 7886-1 | ISO 7886-1 | Same |
| Critical Dimensions | ISO 7886-2 | Not applicable | Different/See<br>Comment #5 |
| Short-term Flow Rate<br>Error | ISO 7886-2 | Not applicable | Different/See<br>Comment #6 |
| Pump Forces | ISO 7886-2 | Not applicable | Different/See<br>Comment #7 |
| Syringe Compliance | ISO 7886-2 | Not applicable | Different/See<br>Comment #8 |
# Comparison of Technology and Features
{6}------------------------------------------------
#### Comment #1:
The Indication for Use statement is reworded for clarification only, no change to the indication of the device.
#### Comment #2:
The subject device can be used for both manual injection with infusion pumps, while the predicate device can only be used for manual injection. The difference was evaluated by well-established methods in the FDA-recognized standard ISO 7886-2:2020 Sterile Hypodermic Syringes for Single Use - Part 2: Syringes for Use with Power-Driven Syringe Pumps. The Sol-MTM Luer Lock Syringe was subjected to design controls and tested to this specific standard to support substantial equivalence. Test methods and acceptance criteria utilized by Sol-Millennium have no changes or deviations from those included in ISO 7886-2. Testing results demonstrated that the subject device is as safe and effective as the predicate device.
#### Comment #3:
Labeling is updated to add pump compatible statement. As addressed in Comment 2, verification data demonstrated that no safety and effectiveness issues are raised.
#### Comment #4:
Due to commercialization demand for the subject device, 3-year shelf-life testing per ISO 7886-2 was conducted. The difference does not raise safety and effectiveness questions for its intended purpose.
#### Comment #5:
Testing per ISO 7886-2 was conducted to demonstrate the satisfaction of dimensional requirements which are critical to the fit of the syringe in a syringe pump and flow accuracy. Using the subject device with pumps does not raise any safety or effectiveness issue.
#### Comment #6:
Testing per ISO 7886-2 was conducted to demonstrate the maximum permissible flow rate error by subject device met the acceptance criteria. The syringe, when used with pump, can deliver medication or fluid at consistent flow rate. There is no safety and effectiveness questions raised.
#### Comment #7:
The required pump force to move plunger along barrel was measured and made available to pump manufacturers per ISO 7886-2. This information can be shared between pump and syringe manufacturers to ensure correct software programing by pump manufacturers.
#### Comment #8:
Testing per ISO 7886-2 was conducted to demonstrate the maximum allowable fluid displaced by the subject device met the acceptance criteria. The syringe, when used with pump, can delivery accurate volume of medication or fluid as be used as manually. There is no safety and effectiveness questions raised.
{7}------------------------------------------------
# BIOCOMPATIBILITY
Biocompatibility testing was leveraged from the predicate device submission since there were no change to materials and manufacturing process and no biological concern was introduced.
# STERILIZATION
There was no change in the sterilization process or materials involved with the sterilization, and the sterility assurance level remains unchanged.
# SHELF LIFE
Shelf-life verification studies were conducted at T=3 under real time conditions to verify that the claimed shelf life of 3 years is supported. There were no failures identified and the test confirmed that the claimed expiration date is supported.
# SUMMARY OF NON-CLINICAL TESTS (BENCH TESTING)
The Sol-M "1" Luer Lock Syringe had been previously tested in compliance with ISO 7886-1 for demonstrating manual use covered under K101359. To demonstrate that the device is also suitable for use with syringe pumps, Sol-Millennium has performed non-clinical testing according to ISO 7886-2. The performance and design testing conducted serve as the basis for establishing substantial equivalence; the testing included the following.
- . ISO 7886-2:2020 Sterile hypodermic syringes for single use - Part 2: Syringes for use with power-driven syringe pumps
- ISO 7886-1:2017 Sterile hypodermic syringes for single use Part 1: Syringes for manual . use
The compatibility with syringe pumps was considered the technical characteristic which could potentially introduce new risks to the subject device. Compliance to ISO 7886-2 Sterile hypodermic syringe for single use - Part 2: Syringes for use with power-driven syringe pumps, serves as the mitigation to the identified safety concerns.
# CLINICAL TESTING
Clinical studies were not deemed necessary to support the substantial equivalence decision.
# CONCLUSION
Sol-Millennium considers the Sol-MTM Luer Lock Syringe substantially equivalent to the predicate device. The subject device's Indications for Use, dimensional, materials, and technology are unchanged compared to the predicate device cleared under K101359. The potential risks introduced by adding pump compatibility were successfully mitigated by design control activities. The results of the testing demonstrated that the Sol-M™ Luer Lock Syringe
{8}------------------------------------------------
performs as intended and performs as well as the legally marketed predicate devices for the same intended use. Based on the comparison and analysis above, the subject device is determined to be Substantially Equivalent (SE) to the predicate device.
Predicate graph will load when search results are available.
Embedding visualization will load when search results are available.
PDF viewer will load when search results are available.
Loading panels...
Select an item from Submissions
Click any panel, subpart, regulation, product code, or device to see details here.
Section Matches
Results will appear here.
Product Code Matches
Results will appear here.
Special Control Matches
Results will appear here.
Loading collections...
Loading
My Alerts
You will receive email notifications based on the filters and frequency you set for each alert.
Sort by:
Create Alert
Search Filters
Agent Token
Create a read-only bearer token for Claude, ChatGPT, or other agents that can call HTTP APIs.
Copy this now. It will not be shown again.
Connected apps
Apps you authorized through browser sign-in. Disconnecting revokes their access immediately.
Learn the FDA Browser
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.