Flow-i Anesthesia System, Flow-c Anesthesia System, Flow-e Anesthesia System
K191027 · Maquet Critical Care AB · BSZ · Mar 18, 2020 · Anesthesiology
Device Facts
Record ID
K191027
Device Name
Flow-i Anesthesia System, Flow-c Anesthesia System, Flow-e Anesthesia System
Applicant
Maquet Critical Care AB
Product Code
BSZ · Anesthesiology
Decision Date
Mar 18, 2020
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 868.5160
Device Class
Class 2
Attributes
Therapeutic, Pediatric
Indications for Use
The system is intended for use in administering Anesthesia while controlling the entire ventilation of patients with no ability to breathe, as well as in supporting patients with a limited ability to breathe. The system is intended for use by healthcare professionals, trained in the administration of Anesthesia. The system is intended for use on neonatal to adult patient populations. The system is intended for use in hospital environments, except MRI environment. When not in operation, the system is designed for in-hospital transport.
Device Story
Flow-i, Flow-c, and Flow-e are software-controlled, semi-closed anesthesia systems. They mix and deliver inhalation anesthetics (Sevoflurane, Desflurane, Isoflurane, nitrous oxide) and provide mechanical ventilation. Operated by trained healthcare professionals in hospital settings. The system includes a core for gas administration and a user interface for monitoring and settings. New features include an automated lung recruitment maneuver (RM) with breath-by-breath parameter display (EIP, PEEP, Cdyn), a 'MAC Brain' indicator trending agent level delays, and an automated pause function for circuit disconnection. The device uses an AION Platinum patient gas analyzer. Output is displayed on the UI to assist clinicians in adjusting anesthesia delivery and ventilation parameters. Benefits include precise anesthetic delivery, respiratory support, and improved monitoring of lung recruitment and brain agent levels.
Clinical Evidence
No clinical data. Evidence consists of bench testing, software verification (code review, static analysis, system testing), waveform testing, comparative testing for MAC Brain and recruitment maneuvers, biocompatibility testing, and human factors validation.
Technological Characteristics
Software-controlled semi-closed anesthesia workstation. Components: AION Platinum gas analyzer, volume reflector, inspiratory/pneumatic block. Connectivity: Standalone/networked. Standards: ANSI/AAMI ES 60601-1, IEC 60601-1-2, IEC 60601-1-8, ISO 80601-2-13, ISO 80601-2-55, CGA V-5. Software: Embedded, version 4.7. Sterilization: Not specified (device is a workstation).
Indications for Use
Indicated for neonatal to adult patients requiring inhalation anesthesia and mechanical ventilation (controlled or supported). Contraindicated for use in MRI environments.
Regulatory Classification
Identification
A gas machine for anesthesia is a device used to administer to a patient, continuously or intermittently, a general inhalation anesthetic and to maintain a patient's ventilation. The device may include a gas flowmeter, vaporizer, ventilator, breathing circuit with bag, and emergency air supply. A gas machine for analgesia is a device used to administer to a patient an analgesic agent, such as a nitrous oxide-oxygen mixture (maximum concentration of 70 percent nitrous oxide).
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Image /page/0/Picture/0 description: The image contains 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.
Maquet Critical Care AB % Mark Smith Sr. Regulatory Affairs Specialist Getinge 45 Barbour Pond Drive Wayne, New Jersey 07470
Re: K191027
Trade/Device Name: Flow-i Anesthesia System, Flow-c Anesthesia System, Flow-e Anesthesia System Regulation Number: 21 CFR 868.5160 Regulation Name: Gas Machine for Anesthesia or Analgesia Regulatory Class: Class II Product Code: BSZ Dated: February 17, 2020 Received: February 18, 2020
# Dear Mark Smith:
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
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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,
Todd Courtney Assistant Director DHT1C: Division of ENT, Sleep Disordered Breathing, Respiratory and Anesthesia Devices OHT1: Office of Ophthalmic, Anesthesia, Respiratory, ENT and Dental Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K191027
Device Name Flow-i Anesthesia System Flow-c Anesthesia System Flow-e Anesthesia System
#### Indications for Use (Describe)
The indication for Flow-c/Flow-e Anesthesia System is administering inhalation Anesthesia while controlling the entire ventilation of patients with no ability to breathe, as well as in supporting patients with a limited ability to breathe. The system is intended for use on neonatal to adult patient populations. The system is intended for use in hospital environments, except MRI environment, by healthcare professionals trained in inhalation Anesthesia administration.
| Type of Use (Select one or both, as applicable) | |
|----------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------|
| <div> <span> <span style="font-size: 10px;">☑</span> Prescription Use (Part 21 CFR 801 Subpart D) </span> </div> | <div> <span> <span style="font-size: 10px;">☐</span> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
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K191027
Image /page/3/Picture/1 description: The image shows the text "Page 1 of 8" at the top. Below that is the word "GETINGE" in large, bold, blue letters. To the right of the word is a blue abstract symbol that looks like three curved arrows pointing inward.
# 510(k) SUMMARY
as required by section 21 CFR 807.92
| Device owner | Maquet Critical Care AB |
|--------------------------------------|-------------------------------------|
| | Röntgenvägen 2 |
| | SE-171 54 Solna, Sweden |
| | Tel: (011) 46 10 335 7300 |
| Contact Persons for this submission: | Ms. Kribu Valdre |
| | Regulatory Affairs Manager |
| | Phone: direct: (011) 46 10 335 7300 |
| | Email: kribu.valdre@getinge.com |
| Application Correspondent: | Mr. Mark N. Smith |
| | Manager, Regulatory Affairs |
| | Getinge |
| | 45 Barbour Pond Drive |
| | Wayne, NJ 07470 |
| | Email: mark.n.smith@getinge.com |
| | Phone: 585-272-5274 |
| | |
Date prepared: March 18, 2020
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| Trade Name: | Model: |
|---------------------------------|-------------------------|
| Flow-i Anesthesia System | Flow-i C20 |
| | Flow-i C30 |
| | Flow-i C40 |
| Flow-c Anesthesia System | Flow-c |
| Flow-e Anesthesia System | Flow-e |
| Device Classification | |
| Common Name | Gas-Machine, Anesthesia |
| Classification Number | BSZ |
| Class | II |
| Regulation Number | 21 CFR 868.5160 |
| Predicate Device Identification | |
| Maquet FLOW-i Anesthesia System | K160665 |
| Reference Device Identification | |
| GE Aisys CS2 | K170872 |
### Indications for Use
The indication for the Flow-i/Flow-c/Flow-e Anesthesia system is administering inhalation Anesthesia while controlling the entire ventilation of patients with no ability to breathe, as well as in supporting patients with a limited ability to breathe. The system is intended for use on neonatal to adult patient populations. The system is intended for use in hospital environments, except MRI environment, by healthcare professionals trained in inhalation Anesthesia administration.
#### Intended use of the Device
The system is intended for use in administering Anesthesia while controlling the entire ventilation of patients with no ability to breathe, as well as in supporting patients with a limited ability to breathe.
The system is intended for use by healthcare professionals, trained in the administration of Anesthesia.
The system is intended for use on neonatal to adult patient populations.
The system is intended for use in hospital environments, except MRI environment. When not in operation, the system is designed for in-hospital transport.
### Device Description
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Flow-i, Flow-c and Flow-e Anesthesia systems within the Flow Anesthesia family 4.7 are high-performance Anesthesia systems designed to meet the many ventilatory challenges within Anesthesia, as well as to provide inhalation Anesthesia. It is intended to serve a wide range of patients from neonatal to adult.
Flow Anesthesia family is a software-controlled semi-closed system for inhalation Anesthesia (Sevoflurane, Desflurane, Isoflurane and/or nitrous oxide).
The Flow-i/-c/-e 4.7 consists of a core, where gases are mixed and administered, and a User Interface where the settings are made and ventilation and anesthesia are monitored.
The Flow-i/-c/-e 4.7 is based on the cleared predicate device FLOW-i 4.2 (K160665) with some improvements.
# COMPARISON TO PREDICATE
# Comparison of Intended Use
The Intended Use for the modified Flow-i, Flow-c and Flow-e Anesthesia systems within the Flow Anesthesia family version 4.7 is identical to the predicate device, FLOW-i Anesthesia System version 4.2 (K160665).
### Comparison of Technology Characteristics
The following changes have been made to Flow-i/-c/e 4.7 compared to the cleared predicate device FLOW-i 4.2 (K160665) without significant change with regards to safety and/or effectiveness:
- A new function that supports lung recruitment of patients
The subject devices Flow-i, Flow-e and Flow-e Anesthesia systems within the Flow Anesthesia family version 4.7 introduces a function that facilitates the lung recruitment maneuver (RM) by displaying a breath-by-breath presentation of relevant breathing parameters, i.e. End Inspiratory Pressure (EIP), Positive End Expiratory Pressure (PEEP) and Dynamic Compliance (Cdyn). It is available as Automatic RM and as RM trends (manual recruitment).
The added function RM is substantially equivalent to the recruitment maneuver in the reference device (K170872) and does not affect the overall performance or technology of the device.
- Modifications of the Patient Gas Analyzer (PGA)
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The subject devices' PGA component has been updated from the AION™ to the AION™ Platinum version. The AIONTM PGA had the patient O2 sensor as a stand-alone component within the AION™ PGA, whereas the updated AION™ Platinum includes the O2 sensor and the gas analyser within the same component housing.
The exchange of the Patient Gas Analyzer AION™ to the AION™ Platinum does not affect the overall performance or technology of the device, as it does not affect the anesthesia delivery, the monitoring of ventilation or the alarm handling.
#### A new user interface indicator, MAC Brain ●
The display of the MAC value has been updated to include a bar indicator on the user interface. This bar indicator now includes MAC Brain and is shown side by side with the MAC value. The purpose of MAC Brain is to display the delay of the variation of agent level in the brain compared to the observed exhaled agent level. The MAC Brain value is based on the MAC value and is trended.
The addition of MAC Brain does not affect the overall performance or technology of the device, as it does not affect the anesthesia delivery, the monitoring of ventilation or the alarm handling.
#### Addition of a Pause function ●
A new pause function is introduced in the subject devices for the possibility to temporarily disconnect the breathing circuits in clinical situations (e.g. for removing condensed water or repositioning the patient). The pause function can be used both in both automatic and manual ventilation.
The Pause function is present in the cleared predicate device FLOW-i 4.2 through a manual action. In the subject device the Pause function is now supported by automatic timings.
- Option to set lower fresh gas flow ●
The lower level for the fresh gas flow into the breathing system will be possible to adjust from 0.1 1/min, as compared to 0.3 1/min in the predicate device FLOWi 4.2.
Oxygen supply is maintained through the rebreathing system via the volume reflector in the same way as in the cleared predicate device FLOW-i 4.2. This change does not affect the overall performance or technology of the device.
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- Hardware changes to the subject devices to improve supply and production .
- o A new battery.
- o Modified inspiratory channel and pneumatic block.
- o Removal of the secondary, electronically controlled, locking of the vaporizer latch.
- o Introduction of a new Power Supply Unit (PSU) with the same specifications as used in the predicate device FLOW-i 4.2.
These hardware changes do not affect the overall performance or technology, as they do not change the anesthesia delivery, the monitoring of ventilation or the alarm handling.
- Minor changes to equipment labels. .
- o Adding equipment enclosure IP21 rating.
The change of IP classification improves the rating of the electrical protection for the cabinet, but does not affect the anesthesia delivery, the monitoring of ventilation or the alarm handling in the sense that it affects the substantial equivalence.
- Minor Software updates. ●
- o Adaption of the software to the changes stated above, i.e. patient gas analyzer modifications, battery handling and modifications of the inspiratory channel and pneumatic block.
- o Adaption in the software to support SW options for Flow-c and Flow-e. These SW options are included in the standard settings for Flow-i.
- O Updated range for Air, O2, N2O supply pressure
- 0 Updated accuracy of CO2 gas measurement range 0-1%.
- o Quick settings in the user interface for O2 concentration, Fresh gas flow (FGF) and agent concentration.
- o System Check Out (SCO) improvements.
These minor software changes do not affect the overall performance or technology, as they do not change the anesthesia delivery, the monitoring of ventilation or the alarm handling.
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- Addition of two new device models Flow-c Anesthesia System and Flow-e ● Anesthesia System.
The addition of two new models does not affect the overall performance or technology, as they do not change the anesthesia delivery, the monitoring of ventilation or the alarm handling.
- Material changes in:
- o The filter in the patient gas pathway
- o Volume reflector
- o Vaporizers
- o Inspiratory and pneumatic block
- o The water trap membrane (used in the Patient Gas Analyzer)
These material changes do not affect the overall performance or technology, nor were they found to raise different questions about safety and effectiveness compared to the cleared predicate device.
### Similarities and differences
The subject devices are similar in all aspects, except from what is stated above, to the cleared predicate device. The modifications above do not individually, or as a sum. impact device safety and effectiveness or change the technology or performance compared to the cleared predicate device (K160665).
### Non-clinical Testing and Performance
Maquet Critical Care has conducted risk analysis and performed necessary verification and validation activities to demonstrate that the design output of the modified devices meets the design input requirements:
#### Software
- Code review
- Static code analysis ●
- System testing ●
#### Performance
- . System testing
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- Regression ●
- Free User testing
- Waveform testing
- Comparative testing for MAC Brain ●
- Comparative testing for Recruitment Maneuver ●
# Biocompatibility
- . Volatile Organic Compounds
- Particulate Testing ●
Human Factors Validation Testing
The following product standards are included in the verification:
- ANSI/AAMI ES 60601-1:2005 + A1:2012. Medical electrical equipment . Part 1: General requirements for basic safety and essential performance, Recognition Number 19-4
- IEC 60601-1-2:2014, Medical electrical equipment Part 1-2: General ● requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and Test, Recognition Number 19-8
- IEC 60601-1-8:2006 + A1:2012, Medical electrical equipment Part 1-8: . General requirements for basic safety and essential performance - Collateral Standard: General requirements, tests and guidance for alarm systems in medical electrical equipment and medical electrical systems, Recognition Number 5-76
- ISO 80601-2-13:2011, Medical electrical equipment -- Part 2-13: Particular ● requirements for basic safety and essential performance of an anaesthetic workstation, Recognition Number 1-104
- . ISO 80601-2-55:2011, Medical electrical equipment -- Part 2-55: Particular requirements for the basic safety and essential performance of respiratory gas monitors, Recognition Number 1-96
The connector to high-pressure gas is verified according to CGA V-5:2008, Recognition Number 1-81.
# Conclusion for Substantial Equivalence
The Flow-i/-c/-e Anesthesia Systems version 4.7 have identical intended use and indications for use as the predicate FLOW-i version 4.2 (K160665). Maquet has conducted risk analysis and performed necessary verification and validation activities to demonstrate that the design outputs of the modified device meet the design input requirements. The proposed changes do not affect the safety and effectiveness compared
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to the predicate device FLOW-i Anesthesia System. Maquet Critical Care AB has concluded that the Flow-i, Flow-c and Flow-e Anesthesia systems within the Flow Anesthesia family version 4.7 (K191027) is substantially equivalent to the cleared predicate device, FLOW-i Anesthesia System version 4.2 (K160665).
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.