Certain BellaTek Express and BellaTek Flex Abutments
K183138 · Biomet 3i · NHA · Jul 2, 2019 · Dental
Device Facts
Record ID
K183138
Device Name
Certain BellaTek Express and BellaTek Flex Abutments
Applicant
Biomet 3i
Product Code
NHA · Dental
Decision Date
Jul 2, 2019
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 872.3630
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
Certain BellaTek® Express and BellaTek® Flex Abutments are intended for use as accessories to endosseous dental implants to support a prosthetic device in a partially or completely edentulous patient. A dental abutment is intended for use to support single and multiple tooth prosthesis, in the mandible or maxilla. The prosthesis can be screw retained or cement retained. All digitally designed superstructures and/or hybrid abutment crowns for use with Certain BellaTek Express or BellaTek Flex Abutments are intended to be sent to a Biomet 3i validated milling center for manufacture.
Device Story
Titanium-base abutments (apical part of two-piece system) used with endosseous dental implants; coronal part consists of CAD/CAM-designed zirconia superstructure. Used in dental clinics by clinicians to restore chewing function. Abutments available in hexed (single-unit) and non-hexed (multi-unit) configurations with varying diameters/heights. Zirconia superstructures manufactured at validated milling centers. Clinician affixes superstructure to abutment using hybrid abutment cement. Provides prosthetic support for screw or cement-retained restorations; benefits patient by restoring dental function and aesthetics.
Clinical Evidence
No clinical data included. Bench testing only: biocompatibility per ISO 10993-1, steam sterilization validation per ISO 17665-1/2 (SAL 10^-6), and MR conditional testing.
Technological Characteristics
Titanium alloy (Ti-6Al-4V ELI) abutments; zirconia superstructures (ISO 13356:2015, ISO 6872:2015). Features narrow collar, pre-grooved preparation markings. Platform diameters: 3.4, 4.1, 5.0, 6.0mm. Non-sterile, single-use. MR conditional. Mechanical connection to internal hex implants.
Indications for Use
Indicated for partially or completely edentulous patients requiring single or multiple tooth prosthesis support in the mandible or maxilla via endosseous dental implants.
Regulatory Classification
Identification
An endosseous dental implant abutment is a premanufactured prosthetic component directly connected to the endosseous dental implant and is intended for use as an aid in prosthetic rehabilitation.
Special Controls
*Classification.* Class II (special controls). The guidance document entitled “Class II Special Controls Guidance Document: Root-Form Endosseous Dental Implants and Endosseous Dental Implant Abutments” will serve as the special control. (See § 872.1(e) for the availability of this guidance document.)
Predicate Devices
GingiHue Abutments and Temporary Cylinders (K072642)
{0}------------------------------------------------
Image /page/0/Picture/0 description: The image contains the logo of the U.S. Food and Drug Administration (FDA). The logo consists of two parts: the Department of Health & Human Services logo on the left and the FDA logo on the right. The FDA logo features the letters 'FDA' in a blue square, followed by the words 'U.S. FOOD & DRUG ADMINISTRATION' in blue text.
July 2, 2019
Biomet 3i Krupal Patel Senior Regulatory Specialist 4555 Riverside Drive Palm Beach Gardens, Florida 33410
Re: K183138
Trade/Device Name: Certain BellaTek® Express and BellaTek® Flex Abutments Regulation Number: 21 CFR 872.3630 Regulation Name: Endosseous Dental Implant Abutment Regulatory Class: Class II Product Code: NHA Dated: June 5, 2019 Received: June 7, 2019
## Dear Krupal Patel:
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.
{1}------------------------------------------------
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 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 Nandkumar, Ph.D. Acting Assistant 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}------------------------------------------------
## INDICATIONS FOR USE
## 510(k) Number (if known): K183138
Device Name: Certain BellaTek® Express and BellaTek® Flex Abutments
### Indications for Use:
Certain BellaTek® Express and BellaTek® Flex Abutments are intended for use as accessories to endosseous dental implants to support a prosthetic device in a partially or completely edentulous patient. A dental abutment is intended for use to support single and multiple tooth prosthesis, in the mandible or maxilla. The prosthesis can be screw retained or cement retained.
All digitally designed superstructures and/or hybrid abutment crowns for use with Certain BellaTek Express or BellaTek Flex Abutments are intended to be sent to a Biomet 3i validated milling center for manufacture.
| Prescription Use | ___X____ |
|-----------------------------|----------|
| (Part 21 CFR 801 Subpart D) | |
AND/OR
| Over-The-Counter Use | __________ |
|------------------------|------------|
| (21 CFR 801 Subpart C) | |
(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE OF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
{3}------------------------------------------------
# Certain BellaTek® Express and BellaTek® Flex Abutments 510(k) Summary K183138 2/July/2019
This summary of 510(K) safety and effectiveness information is being submitted in accordance with the requirements of 21 CFR § 807.92
### I. Submitter Information:
| | Name: | Biomet 3i | |
|------|-----------------------------|--------------------------------------------------------|--|
| | Address: | 4555 Riverside Drive | |
| | | Palm Beach Gardens, Florida 33410 | |
| | Phone: | (561) 776-6923 | |
| | Fax: | (561) 514-6316 | |
| | | Contact Person: Krupal Patel | |
| | Job Title: | Senior Regulatory Specialist | |
| | Email: | krupal.patel@zimmerbiomet.com | |
| II. | Proprietary Trade Name: | Certain BellaTek® Express and BellaTek® Flex Abutments | |
| III. | Device Classification Name: | Endosseous Dental Implant Abutment (21 CFR 872.3630) | |
| IV. | Regulatory Class: | Class II | |
| V. | Product Code: | NHA | |
| VI. | Reviewing Branch: | Dental Devices Branch | |
| | | | |
#### VII. Predicate Devices:
## Primary predicate device:
- GingiHue Abutments and Temporary Cylinders referenced in Biomet 3i Dental . Abutments and Restorative Components (K072642 / SE 12/20/2007)
## Reference predicate device:
- Titanium-base Abutments referenced in Terrats Medical SL's DESS Dental Smart . Solutions (K170588 / SE 08/08/2017)
#### VIII. Indications for Use:
Certain BellaTek Express and BellaTek Flex Abutments are intended for use as accessories to endosseous dental implants to support a prosthetic device in a partially or completely edentulous patient. A dental abutment is intended for use to support single and multiple
{4}------------------------------------------------
tooth prosthesis, in the mandible or maxilla. The prosthesis can be screw retained or cement retained.
All digitally designed superstructures and/or hybrid abutment crowns for use with Certain BellaTek Express or BellaTek Flex Abutments are intended to be sent to a Biomet 3i validated milling center for manufacture.
### IX. Device Description:
The Certain BellaTek Express Abutment and BellaTek Flex Abutment (subject devices) are Titanium-base type abutments to be used as the apical part of two-piece abutments. The coronal part of the two-piece abutment is a CAD/CAM designed and manufactured superstructure. All digitally designed superstructures manufactured in zirconia conform to ISO 13356:2015 and ISO 6872:2015. Biomet 3i recommends the use of Ivoclar Vivadent Multilink Hybrid Abutment Cement (K130436) to affix the zirconia superstructure and/or hybrid abutment crown to the Certain BellaTek Express and BellaTek Flex abutments. Certain BellaTek Express Abutment and BellaTek Flex Abutment are intended to be used with Biomet 3i Certain (Internal Hex) dental implants for single and multi-unit restorations. The subject device abutments are available in hexed (single-unit) and nonhexed (multi-unit) configurations. They are available in pre-defined platform diameters, emergence profiles and heights to accommodate varying patient anatomies. They are machined from Titanium Alloy. They are intended for single use only. The device is packaged in a sealed nylon bag and sold non-sterile.
### X. Summary of the Technological Characteristics:
The subject devices, Certain BellaTek Express Abutment and BellaTek Flex Abutment, are Titanium-base type abutments to be used as the apical part of two-piece abutments. They feature a narrow collar for improved aesthetics, pre-grooved preparation markings for varying occlusal heights, and the screw or cement retained restoration option. Subject device abutments are available in 3.4, 4.1, 5.0 and 6.0mm platform diameters. A general device comparison of the subject and predicate devices is provided in Table 1.
The Indications for Use statement for the subject device is similar to the Indications for Use statement for the Primary Predicate Device.
GingiHue Abutments and Temporary Cvlinders cleared in K072642 are used as a primary predicate device as the design features of these devices are similar to the subject device.
| Comparison | Subject Device | Primary Predicate Device | Reference<br>Predicate device |
|------------|------------------------------------------------------------|-------------------------------------------------------------------|-------------------------------------------------------|
| | Certain BellaTek Express<br>and BellaTek Flex<br>Abutments | K072642<br>Biomet 3i Dental Abutments &<br>Restorative Components | K170588<br>DESS Dental Smart<br>Solutions |
| | Biomet 3i | Biomet 3i | Terrats Medical SL |
| | Indications for<br>Use | Certain BellaTek Express<br>and BellaTek Flex | Biomet 3i Dental Abutments<br>are intended for use as |
Table 1: General device comparison
{5}------------------------------------------------
| Comparison | Subject Device | Primary Predicate Device | Reference<br>Predicate device |
|------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | Certain BellaTek Express<br>and BellaTek Flex<br>Abutments<br>Biomet 3i | K072642<br>Biomet 3i Dental Abutments &<br>Restorative Components<br>Biomet 3i | K170588<br>DESS Dental Smart<br>Solutions<br>Terrats Medical SL |
| | Abutments are intended | accessories to endosseous | are intended to be |
| | for use as accessories to<br>endosseous dental<br>implant to support a<br>prosthetic device in a<br>partially or completely<br>edentulous patient. A<br>dental abutment is<br>intended for use to<br>support single and<br>multiple tooth prosthesis,<br>in the mandible or<br>maxilla. The prosthesis<br>can be screw retained or<br>cement retained.<br>All digitally designed<br>superstructure and/or<br>hybrid abutment crowns<br>for use with Certain<br>BellaTek Express and<br>BellaTek Flex Abutments<br>are intended to be sent to<br>a Biomet 3i validated<br>milling center for<br>manufacture. | dental implant to support a<br>prosthetic device in a partially<br>or completely edentulous<br>patient. A dental abutment is<br>intended for use to support<br>single and multiple tooth<br>prosthesis, in the mandible or<br>maxilla. The prosthesis can be<br>screw retained or cement<br>retained.<br>Restorative Components:<br>• Temporary healing<br>abutments are intended for<br>use to shape and maintain<br>the soft tissue opening<br>during healing<br>• Castable restorative<br>components are intended for<br>use as accessories to<br>endosseous dental implants<br>to aid in the fabrication of<br>dental prosthesis<br>• Screw components are<br>intended for use as<br>accessories to endosseous<br>dental implants for retention<br>of screw retained abutments<br>to the dental implant | used in conjunction<br>with endosseous<br>dental implants<br>in the maxillary or<br>mandibular arch to<br>provide support for<br>prosthetic<br>restorations.<br>All digitally designed<br>custom abutments for<br>use with TiBase or<br>Pre-milled Blank are<br>to be sent to a Terrats<br>Medical validated<br>milling center for<br>manufacture. |
| Intended Use | It is a device, which<br>attaches to the dental<br>implant to restore<br>chewing function. | It is a device, which attaches to<br>the dental implant to restore<br>chewing function. | It is a device, which<br>attaches to the dental<br>implant to restore<br>chewing function. |
| Design | | | |
| Platform<br>Diameter | 3.4, 4.1, 5.0 and 6.0mm | 3.4, 4.1, 5.0 and 6.0mm | 3.4 - 5.7mm |
| Abutment Angle | Straight | Straight to 30° | Straight |
| Prosthesis<br>Attachment | Screw or Cement retained | Screw or Cement retained | Screw or Cement<br>retained |
| Restoration | Single unit &<br>Multi unit | Single unit &<br>Multi unit | Single unit &<br>Multi unit |
| Implant<br>/Abutment<br>Connection | Biomet 3i Internal<br>Hex Implants | Biomet 3i Internal and<br>External Hex Implants | Biomet 3i, Nobel<br>Biocare, Astra Tech,<br>Zimmer Dental |
{6}------------------------------------------------
| Comparison | Subject Device | Primary Predicate Device | Reference<br>Predicate device |
|------------|------------------------------------------------------------|-------------------------------------------------------------------|-------------------------------------------|
| | Certain BellaTek Express<br>and BellaTek Flex<br>Abutments | K072642<br>Biomet 3i Dental Abutments &<br>Restorative Components | K170588<br>DESS Dental Smart<br>Solutions |
| | Biomet 3i | Biomet 3i | Terrats Medical SL |
| | | | Straumann &<br>Dentsply Implants |
| Material | | | |
| Abutment | Titanium Alloy<br>(Ti-6Al-4V ELI) and<br>Zirconia | Titanium Alloy<br>(Ti-6Al-4V ELI) &<br>Commercial Pure Titanium | Titanium Alloy<br>(Ti-6Al-4V ELI) |
Certain BellaTek Express and BellaTek Flex abutments are substantially equivalent in design, function, material, and Indications for Use to GingiHue Abutments & Titanium Temporary Cylinders referenced in Biomet 31's Dental Abutments (K072642) and Titanium-base abutments referenced in Terrats Medical SL's Dess Dental Smart Solutions (K170588). All are intended for use with endosseous dental implants in the maxilla and mandible to provide prosthetic support. All digitally designed superstructures for use with the subject device and the reference device are to be sent to a validated milling center for manufacture.
### XI. Performance Data:
Non-clinical testing was conducted per FDA Guidance Document (Reprocessing Medical Devices in Health Care Settings: Validation Methods and Labeling) and steam sterilization validation according to ISO 17665-1 and ISO 17665-2. demonstrating a sterility assurance level (SAL) of 10to of the device. Biological evaluation was conducted in accordance with FDA Guidance Document (Use of International Standard ISO 10993-1, "Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process") demonstrating acceptable biocompatibility of the device. MR testing data is leveraged and the subject device is labeled as MR conditional. Devices were designed & developed in accordance to applicable FDA Guidance Document (Guidance for Industry and FDA staff – Class II special controls guidance document: Root-form Endosseous Dental Implants and Endosseous Dental Implant Abutments).
No clinical data was included in this submission.
### XII. Conclusion:
The subject device has demonstrated substantial equivalence to the predicate devices in that it has the same intended use, the same operating principle, identical materials and similar fundamental design.
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.