K193484 · GC America, Inc. · EMA · Jul 2, 2020 · Dental
Device Facts
Record ID
K193484
Device Name
GC Fuji Triage EP
Applicant
GC America, Inc.
Product Code
EMA · Dental
Decision Date
Jul 2, 2020
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 872.3275
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
Pit & Fissure Sealant and Root Surface Sealant Hypersensitivity due to abrasion and early non-cavitated lesions Protection immature enamel Temporary filling including endodontic access
Device Story
Bioactive glass ionomer cement for temporary restoration; supplied as powder/liquid in capsules. Mixed via capsule mixer; applied to tooth cavities using capsule applier with proprietary elongation tip for deep/small cavities. Hardens via acid-base reaction between fluoro-alumino-silicate glass and polyacrylic acid; releases fluoride, aluminum, and strontium ions. Contains CPP-ACP additive to moderate cement strength without inhibiting setting reaction. Used by dental professionals in clinical settings. Provides temporary protection and desensitization; aids in managing early lesions and immature enamel.
Clinical Evidence
No clinical testing performed. Evidence consists of bench testing confirming compliance with ISO 9917-1:2007 (net setting time, compressive strength, acid erosion, optical properties, acid-soluble lead content, radiopacity) and biocompatibility assessment per ISO 10993-1:2018 (cytotoxicity, sensitivity, irritation).
Indicated for pit and fissure sealing, root surface sealing, treatment of hypersensitivity due to abrasion and early non-cavitated lesions, protection of immature enamel, and temporary filling including endodontic access.
Regulatory Classification
Identification
Zinc oxide-eugenol is a device composed of zinc oxide-eugenol intended to serve as a temporary tooth filling or as a base cement to affix a temporary tooth filling, to affix dental devices such as crowns or bridges, or to be applied to a tooth to protect the tooth pulp. Dental cement other than zinc oxide-eugenol is a device composed of various materials other than zinc oxide-eugenol intended to serve as a temporary tooth filling or as a base cement to affix a temporary tooth filling, to affix dental devices such as crowns or bridges, or to be applied to a tooth to protect the tooth pulp.
{0}------------------------------------------------
Image /page/0/Picture/0 description: The image shows the logo of the U.S. Food and Drug Administration (FDA). On the left is the Department of Health & Human Services logo. To the right of that is the FDA logo, which is a blue square with the letters "FDA" in white. To the right of the blue square is the text "U.S. FOOD & DRUG ADMINISTRATION" in blue.
July 2, 2020
GC America Inc. Mark Heiss Director, Regulatory Affairs 3737 W. 127th Street Alsip, Illinois 60780-3
Re: K193484
Trade/Device Name: GC Fuji Triage EP Regulation Number: 21 CFR 872.3275 Regulation Name: Dental Cement Regulatory Class: Class II Product Code: EMA Dated: June 2, 2020 Received: June 5, 2020
Dear Mark Heiss:
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 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,
for Srinivas "Nandu" Nandkumar, Ph.D. Director DHT1B: Division of Dental Devices OHT1: Office of Ophthalmic, Anesthesia, Respiratory, ENT and Dental Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
{2}------------------------------------------------
| DEPARTMENT OF HEALTH AND HUMAN |
|--------------------------------|
| SERVICES |
Food and Drug Administration
# Indications for Use
Form Approved: OMB No. 0910-0120 Expiration Date: 06/30/2020 See PRA Statement below.
510(k) Number (if known)
Device Name GC Fuji Triage EP
Indications for Use (Describe)
- Pit & Fissure Sealant and Root Surface Sealant
- Hypersensitivity due to abrasion and early non-cavitated lesions
- Protection immature enamel
- Temporary filling including endodontic access
Type of Use (Select one or both, as applicable) 2 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."
FORM FDA 3881 (7/17)
Page 1 of 1 PSC Publishing Services (301) 443-6740 EF
{3}------------------------------------------------
Image /page/3/Picture/0 description: The image shows the letters 'GC' in a stylized, sans-serif font. The letters are a teal color and appear to be slightly italicized or slanted to the right. There are single quotation marks on either side of the letters.
Image /page/3/Picture/1 description: The image shows a graphic design with a minimalist and abstract style. On the left side, there is a partial outline of a triangle, represented by a single line. To the right of the triangle, there is a cluster of seven small, tilted rectangles arranged in a pattern that resembles a scattered or ascending formation. The color of both the triangle outline and the rectangles is a teal or turquoise shade, set against a white background.
# 510(k) Summary 1
| Submitter Information:<br>GC America Inc.<br>3737 W. 127th Street<br>Alsip, IL 60803 | |
|----------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------|
| Contact Person:<br>Phone:<br>Alternate Contact:<br>Phone:<br>Fax: | Mark Heiss, D.D.S.<br>(708) 926-3090<br>Lori Rietman<br>(708) 926-3092<br>(708) 925-0373 |
| Date Prepared: | June 30, 2020 |
| 1. Device Name:<br>Proprietary Name:<br>Classification Name:<br>Device Classification: | GC Fuji Triage EP<br>Conventional Glass Ionomer Cement<br>Class II, 872.3275 |
EMA
- 2. Predicate Devices:
Product Code:
| Product | Applicant | 510(k) No. | Code No | Predicate | Decision Date |
|----------------|-----------------|------------|---------|-----------|---------------|
| GC Fuji Triage | GC America Inc. | K013198 | EMA | Primary | 10/29/2001 |
| MI VARNISH | GC America Inc. | K102808 | LBH | Reference | 12/22/2010 |
- 3. Description of Device:
GC Fuji Triage EP is a bioactive glass ionomer for temporary restorative material. The device consists of powder and liquid filled in a capsule and is mixed with a capsule mixer. Then, the mixture is applied directly to a cavity with a capsule applier. As an additional improvement, a proprietary elongation tip can be attached to the capsule nozzle which enables access to small or deep cavities. GC Fuji Triage EP contains CPP-ACP (casein phosphopeptide - amorphous calcium phosphate) in the formulation. CPP-ACP was added to moderate the strength of cement for its use and provide a source of Ca+ and HP04-2. CPP-ACP was chosen as the additive for regulating the strength because it does not interfere with the setting reaction of the material.
GC Fuji Triage EP Package: Capsule (Powder 0.30g/Liquid 0.15g) - QTY: 50
Shades available: Pink, White
Shelf Life and Storage Conditions:
- Shelf Life 2 years -
- -Recommended for optimal performance, store in a cool and dark place. 4-25℃ (39 - 77°F)
- 4. Performance Bench Tests:
It is confirmed that the device conforms to the required specifications of ISO 9917-1:2007.
### న్. Non-Clinical Performance Testing:
A biocompatibility assessment was completed according to ISO 10993-1:2018, Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process.
{4}------------------------------------------------
### Cytotoxicity (L929 MEM Elution Test)
Based on the criteria of the protocol of ISO 10993-5
### Sensitivity (Kligman Maximization Test)
Based on the criteria of the protocol of ISO 10993-10
### Irritation (Intracutaneous Injection Test)
Based on the criteria of the protocol of ISO 10993-10
GC Fuji Triage EP is a bioactive glass ionomer for temporary restorative and does come in contact with body tissues (tooth - enamel, dentin) for more than 30 days
In conclusion, biocompatibility of GC Fuji Triage EP is acceptable device from the biological evaluation result.
It is confirmed that the device conforms to the required specifications of ISO 9917-1: 2007 Dentistry -Water-based cements - Part 1: Powder/liquid acid-base cements and company standard is suitable for its intended use. Performance testing includes:
| | Property | Requirements |
|---|------------------------------|--------------------------------------------|
| 1 | Net setting time | 1.5 to 6 min |
| 2 | Compressive strength | More than 100 MPa |
| 3 | Acid erosion | Less than 0.17 mm |
| 4 | Optical properties (opacity) | 0.35 to 0.90 |
| 5 | Optical properties (color) | Match the nominated shade guide |
| 6 | Acid-soluble lead content | Less than 100mg/kg |
| 7 | Radiopacity | More than equivalent thickness of aluminum |
#### 6. Clinical Performance Testing
No clinical testing has been performed on this device.
#### 7. Comparison of Technology:
The hardening mechanism of GC Fuji Triage EP and GC Fuji Triage are substantially equivalent in principle. Thus, the applicant device and the predicate device are the same in function and similar in composition and intended use. This supports that the compatibility of the applicant device is substantially equivalent to the predicate devices.
The following differences may be noted between GC Fuji Triage EP and the predicate devices:
- GC Fuji Triage EP contains CPP-ACP (casein phosphopeptide amorphous calcium phosphate) in ● the formulation.
- GC Fuji Triage EP includes the elongation tip.
- The applicant device, Fuji Triage EP, is a glass ionomer cement while MI VARNISH is a topical fluoride varnish.
#### 8. Conclusion
The applicant device, GC Fuji Triage EP, is substantially equivalent in qualitative features to the comparative device, FUJI Triage.
{5}------------------------------------------------
| | Applicant Device | Primary Device | Reference Device |
|-----------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | GC Fuji Triage EP | FUJI Triage<br>K013198 | MI VARNISH<br>K102808 |
| Trade name | GC Fuji Triage EP | FUJI Triage<br>K013198 | MI VARNISH<br>K102808 |
| Manufacturer | GC Corporation | GC Corporation | GC Corporation |
| Product<br>category | Restorative glass ionomer cement | Restorative glass ionomer cement | Topical fluoride varnish |
| Powder/Liquid<br>ratio | Powder 0.30g/Liquid 0.15g | Powder 0.30g/Liquid 0.15g | Not applicable |
| Indications for<br>Use | 1. Pit & Fissure Sealant and Root Surface Sealant<br>2. Hypersensitivity due to abrasion and early non-<br>cavitated lesions<br>3. Protection immature enamel<br>4. Temporary filling including endodontic access | 1. Pit and fissure sealant.<br>2. Treatment of early non-cavitated lesions; such<br>as tooth brush abrasion and root surface<br>sensitivity<br>3. Intermediate restorative material<br>4. Temporary filling of endodontic access. | Treatment of hypersensitive teeth. |
| Product<br>description | The Device consists of powder and liquid and filled in a<br>capsule. The mixed cement sets by acid-base reaction of<br>fluoro-alumino-silicate glass and polyacrylic acid. | The device consists of powder and liquid and<br>filled in a capsule. The mixed cement sets by<br>acid-base reaction of fluoro-alumino-silicate<br>glass and polyacrylic acid. | The device is a 5% sodium fluoride<br>varnish that a desensitizing action<br>when applied to tooth surfaces. The<br>application leaves a film of varnish on<br>tooth surfaces. |
| Technological<br>Characteristics<br>and Mode of<br>action | GC Fuji Triage EP contains CPP-ACP (casein<br>phosphopeptide - amorphous calcium phosphate).<br>CPP-ACP was added to moderate the strength of<br>cement for the use as more temporary or provisional<br>restoration material. CPP-ACP was chosen as the<br>additive for regulating the strength because it does not<br>inhibit the setting reaction of the material while can tone<br>down the physical strength.<br>Aluminum ion, Strontium ion and Fluoride ion are<br>released from Fluoro-alumino-silicate glass due to this<br>reaction. Of these ions, Aluminum ion and Strontium ion<br>crosslink the polyacrylic acid and form hydrogel.<br>Fluoride ion doesn't react, it remains inside hydrogel as<br>ion. This material set by the above reaction. The set<br>material contains fluoride ion inside as free ion. These<br>ions can be gradually release from the setting material<br>in very small amounts with time. | GC Fuji Triage Capsule is radiopaque glass<br>ionomer protection and temporary restorative<br>material in capsules consisting of powder and<br>liquid. The powder is Fluoro-alumino-silicate<br>glass and liquid is Polyacrylic acid solution.<br>They are mixed with an electrical capsule mixer<br>and applied directly to a cavity with a capsule<br>applier. Aluminum ion, Strontium ion and<br>Fluoride ion are released from Fluoro-alumino-<br>silicate glass due to this reaction. Of these ions,<br>Aluminum ion and Strontium ion crosslink the<br>polyacrylic acid and form hydrogel. Fluoride ion<br>doesn't react, it remains inside hydrogel as ion.<br>This material set by the above reaction. The set<br>material contains fluoride ion inside as free ion.<br>These ions can be gradually release from the<br>setting material in very small amounts with time. | MI Varnish is a paste formula<br>delivered in unit dose package. The<br>laminating film lid is peeled off and<br>the paste is applied on the tooth<br>surface with a disposable brush. The<br>device is a 5% sodium fluoride<br>varnish and also contains CPP-ACP<br>(casein phosphopeptide -<br>amorphous calcium phosphate) in<br>the formula. When the device is<br>applied on the tooth surface, a thin<br>film of varnish is left on the tooth<br>surface by evaporation of ethanol on<br>tooth. The film is composed by<br>polyvinyl acetate as film former and<br>hydrogenated rosin as adhesives.<br>The film works for desensitizing of<br>the tooth surface. |
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.