K023906 · The Prometheus Group · KPI · Feb 19, 2003 · Gastroenterology, Urology
Device Facts
Record ID
K023906
Device Name
PATHWAY CTS2000 PELVIC FLOOR TRAINING SYSTEM
Applicant
The Prometheus Group
Product Code
KPI · Gastroenterology, Urology
Decision Date
Feb 19, 2003
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 876.5320
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
Urinary Incontinence; Stress, Urge and Mixed Incontinence Neuromuscular Reeducation Fecal Incontinence; EMG USE ONLY
Device Story
Pathway CTS2000 provides electromyographic (EMG) or pressure biofeedback and electrical stimulation for pelvic floor muscle rehabilitation. System uses single-user vaginal or rectal sensors to monitor muscle activity during contraction/relaxation; provides electrical stimulation to assist muscle contraction. Operated by clinicians in clinical settings. Output displayed to provider to monitor progress; helps improve pelvic floor muscle strength and neuromuscular control. Device modification adds 100 Hz and 200 Hz electrical stimulation frequencies to existing system.
Clinical Evidence
Bench testing only. No clinical data provided. Testing verified electrical output parameters and biocompatibility of sensors.
Technological Characteristics
Non-implanted electrical continence device. Uses vaginal/anal EMG/pressure sensors. Stimulation: 0-100 mA, asymmetrical balanced pulsed current, 12.5-200 Hz. EMG bandwidth: 20-500 Hz. Signal processing: Root Mean Square (RMS). Connectivity: Standalone system. Materials: Biocompatibility tested.
Indications for Use
Indicated for patients with urinary incontinence (stress, urge, mixed) or fecal incontinence requiring neuromuscular reeducation. For use by clinicians under prescription.
Regulatory Classification
Identification
A nonimplanted electrical continence device is a device that consists of a pair of electrodes on a plug or a pessary that are connected by an electrical cable to a battery-powered pulse source. The plug or pessary is inserted into the rectum or into the vagina and used to stimulate the muscles of the pelvic floor to maintain urinary or fecal continence. When necessary, the plug or pessary may be removed by the user. This device excludes an AC-powered nonimplanted electrical continence device and the powered vaginal muscle stimulator for therapeutic use (§ 884.5940).
Predicate Devices
Pathway CTS2000 Pelvic Floor Training System (K001515)
Hollister InCare PRS Pelvic Floor Therapy System (K974048)
Submission Summary (Full Text)
{0}------------------------------------------------
K023906
Image /page/0/Picture/1 description: The image shows the word "Pathway" in a stylized font, with the letters in bold black. To the left of the word is a graphic design of dots and lines. Below the word "Pathway" is the phrase "Restoring function with innovative technology" in a smaller font. The letters "TM" are in superscript to the right of the word "Pathway".
FEB 1 9 2003
# PREMARKET NOTIFICATION [510(k)] SUMMARY
## SAFETY AND EFFECTIVENESS SUMMARY
Date Prepared: November 4, 2002
Applicant: Address:
The Prometheus Group 1 Washington St Suite 303 Dover NH 03820
Contact: Heather Magoon Electronics Engineer Tel.: 603.749.0733 Fax: 603.749.0511
The Prometheus Group
Image /page/0/Picture/10 description: The image shows a black and white graphic design. The design features a triangle in the center, with the top portion of the triangle being white and the bottom portion being striped. There are several black circles scattered throughout the design, some inside the triangle and some outside. The background is a mix of black and white areas, creating a contrast with the central triangle.
One Washington Street, Ste. 303, Dover NH, 03820-3827 in the US and Canada: 1 - 800 - 442 - 2325 603 - 749 - 0733 - FAX: 603 - 749 - 0511 Web Site: www.theprogrp.com E-Mail:info@theprogrp.com
{1}------------------------------------------------
Image /page/1/Picture/0 description: The image shows the word "Pathway" in a bold, sans-serif font. To the left of the word is a graphic of black dots and lines. Below the word is the phrase "Restoring function with innovative technology" in a smaller font.
| Device Name: | |
|----------------------|----------------------------------------------------------|
| Trade Name: | Pathway CTS2000 Pelvic Floor Training System |
| Common Name: | Non-implanted Electrical Continence Device |
| Classification Name: | CLASS II, 78KPI (876.5320) |
| Predicate Device(s): | |
| Trade Name: | Pathway CTS2000 Pelvic Floor Training System K001515 |
| Manufacturer: | The Prometheus Group |
| Trade Name: | Hollister InCare PRS Pelvic Floor Therapy System K97404- |
| Manufacturer: | Hollister, Inc. |
#### Description of Device:
The Pathway CTS2000 Pelvic Floor Training System provides electromyographic or pressure biofeedback from pelvic musculature as well as provides electrical stimulation capabilities for the purpose of rehabilitation of weak pelvic floor muscles and restoration of neuromuscular control for the treatment of urinary incontinence.
The Pathway CTS 2000 uses Pathway Perineometer Sensors which are single-user sensors, and inserts the sensor into the vagina or rectum while using the Pathway CTS 2000 Pelvic Floor Training System to monitor the muscle activity during contraction and relaxation of the pelvic floor muscles. The patient can also use the Pathway CTS 2000 Pelvic Floor Training System to electrically stimulate the pelvic floor muscles to assist the contraction. The aim is to improve the strength and control of the pelvic floor muscles.
The purpose of this premarket notification submission is to include additional electrical stimulation treatment frequencies of 100 and 200 Hz to the existing Pathway CTS2000 Pelvic Floor Therapy System, K001515.
Intended Use:
Indications for Use: Urinary Incontinence; Stress, Urge and Mixed Incontinence Neuromuscular Reeducation Fecal Incontinence; EMG USE ONLY
The Prometheus Group
Image /page/1/Picture/9 description: The image shows a geometric design with a combination of shapes and patterns. A triangle is prominently featured in the center, with one half filled with horizontal lines and the other half left blank. The background consists of a dark, solid color on one side and a lighter shade on the other, with several black circles scattered throughout the image, adding a sense of depth and dimension to the overall composition.
{2}------------------------------------------------
Image /page/2/Picture/0 description: The image shows the word "Pathway" in a stylized font, with the letters in bold black. To the left of the word is a graphic design of black squares and circles. Below the word is the phrase "Restoring function with innovative technology" in a smaller font. The letters "TM" are to the right of the word "Pathway".
## Technical Characteristics Comparison:
| | PROPOSED DEVICE | Pathway CTS2000<br>K001515 | InCare PRS K974048 |
|---------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------|
| Intended Use | Treatment of Urinary<br>Incontinence | Treatment of Urinary<br>Incontinence | Treatment of Urinary<br>Incontinence |
| Stimulator Output | 0-100 mA | 0-100 mA | 0-30 V |
| Waveform | Asymmetrical Balanced<br>Pulsed Current | Asymmetrical Balanced<br>Pulsed Current | Square, Symmetrical, Balanced, Biphasic |
| Charge/pulse at 500 ohms | 28uC | 28uC | 60uC |
| Frequency | 12.5, 50, 100, 200 Hz | 12.5, 50 Hz | 12.5, 20, 50, 100, 200 Hz |
| Peak pulse intensity | 100 mA | 100 mA | 30V |
| Pulse width | .3 ms fixed | .3 ms fixed | .3 ms, 1 ms |
| Ramps | 2 sec on ramp, one sec off<br>ramp | 2 sec on ramp, one sec off<br>ramp | On ramp: 20%, 40%, 60%,<br>80%, 100% of "On" time, no<br>off ramp |
| Duty Cycle | On (sec): 1-80<br>Off (sec): 0-80 | On (sec): 1-80<br>Off (sec): 0-80 | On (sec): 1-80<br>Off (sec): 0-80 |
| Session Duration (min) | 0-30 | 0-30 | 0-30 |
| Programmable features | None by Patient; Frequency,<br>Duty cycle, Session Length<br>by physician | None by Patient; Frequency,<br>Duty cycle, Session Length<br>by physician | None by patient; Pulse width,<br>Frequency, Duty cycle,<br>Session Length by physician |
| Vaginal EMG/Stim Probe<br>Used | Pathway Vaginal<br>EMG/Stimulation Sensor<br>K993976 | Pathway Vaginal<br>EMG/Stimulation Sensor<br>K993976 | InCare Vaginal EMG/Stim<br>Probe<br>K891773 |
| Anal EMG/Stim Probe Used | Pathway Anal<br>EMG/Stimulation Sensor<br>K993976 | Pathway Anal<br>EMG/Stimulation Sensor<br>K993976 | InCare Anal EMG/Stim<br>Probe<br>K930530 |
| Vaginal EMG/Stim probe<br>electrode surface area: | 2.31 cm² | 2.31 cm² | 7.98 cm² |
| Anal EMG/Stim probe<br>Electrode surface area: | 2.12 cm² | 2.12 cm² | 1.99 cm² |
| Current Density<br>(full output) | Pathway Vaginal EMG/Stim<br>Sensor: .043 A/cm²<br>Pathway Anal EMG/Stim<br>Sensor: .047 A/cm²<br>(Max. Instantaneous) | Pathway Vaginal EMG/Stim<br>Sensor: .043 A/cm²<br>Pathway Anal EMG/Stim<br>Sensor: .047 A/cm²<br>(Max. Instantaneous) | Probe 9595 - .003 A/cm²<br>Probe 9596 - .018A/cm²<br>(1ms pulse, 100Hz, 500ohm ) |
| Power Density<br>(full output @ 500 ohms) | Pathway Vaginal EMG/Stim<br>Sensor: 7.79 mW/cm²<br>Pathway Anal EMG/Stim<br>Sensor: 8.49 mW/cm²<br>(.3mS pulse, 200Hz) | Pathway Vaginal EMG/Stim<br>Sensor: .487 mW/cm²<br>Pathway Anal EMG/Stim<br>Sensor: .531 mW/cm²<br>(.3mS pulse, 50Hz) | Probe 9595 - .047 W/cm²<br>Probe 9596 - .239 W/cm²<br>(1ms pulse, 100Hz) |
| EMG Ranges | 0-5, 0-30, 0-100, 0-1000 uV<br>Ranges | 0-5, 0-30, 0-100, 0-1000 uV<br>Ranges | 0-5, 0-10, 0-25, 0-100, 0-250,<br>0-500 uV Ranges |
| EMG Bandwidth | 20-500Hz | 20-500Hz | 100-500 Hz |
| EMG Signal Processing | Root Mean Square (RMS) | Root Mean Square (RMS) | Root Mean Square (RMS) |
| EMG Detection | Bipolar | Bipolar | Bipolar |
| Vaginal Pressure Probe Used | Pathway Vaginal Pressure<br>Sensor manufactured by<br>DesChutes Medical K934552. | Pathway Vaginal Pressure<br>Sensor manufactured by<br>DesChutes Medical K934552 | InCare Vaginal Pressure<br>Probe<br>K891774 |
| Anal Pressure Probe Used | Pathway Anal Pressure<br>Sensor manufactured by<br>DesChutes Medical K934552. | Pathway Anal Pressure<br>Sensor manufactured by<br>DesChutes Medical K934552 | InCare Anal Pressure Probe<br>K891774 |
| Work Period (sec) | 1-80 seconds | 1-80 seconds | 1-80 seconds |
| Rest Period (sec) | 0-80 seconds | 0-80 seconds | 0-80 seconds |
Image /page/2/Picture/3 description: The image shows the logo and contact information for The Prometheus Group. The logo includes the company name in bold font, followed by the trademark symbol. Below the logo is the company's address, phone number (1-800-442-2325), fax number (603-749-0511), and website address (www.theprogrn.com).
One Washington Street, Ste. 303, Dover NH, 03820-3827
Image /page/2/Picture/5 description: The image contains the text 'A-3' in a simple, sans-serif font. The text is black against a white background. The letter 'A' is followed by a hyphen and the number '3'.
{3}------------------------------------------------
Image /page/3/Picture/0 description: The image shows the logo for Pathway. The logo features the word "Pathway" in a bold, serif font, with a stylized graphic to the left of the word. The graphic consists of a grid-like pattern with circles and lines. Below the word "Pathway" is the tagline "Restoring function with innovative technology" in a smaller, italicized font.
#### Non-Clinical Performance Data:
The bench tests conducted provide sufficient data to establish substantial equivalency to the original device Pathway CTS2000 Pelvic Floor Training System K001515 and substantial equivalency to the predicate device InCare PRS Pelvic Floor Training System K974048.
#### Biocompatibility:
The Pathway Vaginal EMG/Stimulation Perineometer Sensor, the Pathway Anal EMG/Stimulation Perineometer Sensor, The Pathway Vaginal Pressure Perineometer Sensor, and the Pathway Anal Pressure Perineometer Sensor have been laboratory tested for the safety of the materials. The Pathway Perineometer Sensors were found to be safe under the standards required for each test.
#### Conclusion:
The Pathway CTS 2000 Pelvic Floor Training System is safe and effective for its intended use. The Pathway CTS 2000 Pelvic Floor Training System is substantially equivalent to the predicate device and to the existing Pathway CTS2000 Pelvic Floor Training System K001515.
## END OF 510(k) SUMMARY
Image /page/3/Picture/8 description: The image is a black and white graphic with a triangle in the center. The triangle is filled with horizontal lines and has a smaller triangle at the top. There are several black dots scattered around the triangle. The left side of the image has the text "1M, 7, 5, 1, 0" vertically aligned.
One Washington Street, Ste. 303, Dover NH, 03820-3827 In the US and Canada: 1 - 800 - 442 - 2325 603 - 749 - 0733 - FAX: 603 - 749 - 0511 Web Site: www.theprogrp.com E-Mail:info@theprogrp.com
The Prometheus Group
{4}------------------------------------------------
Image /page/4/Picture/1 description: The image shows the seal of the Department of Health & Human Services - USA. The seal is circular, with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" arranged around the perimeter. In the center of the seal is an emblem featuring a stylized bird with outstretched wings, symbolizing health and well-being.
Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
FEB 1 9 2003
Ms. Heather Magoon Electrical Engineer The Prometheus Group 1 Washington Street, Suite 303 DOVER NH 03820
Re: K023906
Trade/Device Name: Pathway CTS2000 Pelvic Floor Training System Regulation Number: 21 CFR §876.5320 Regulation Name: Nonimplanted electrical continence device Regulatory Class: II Product Code: 78 KPI Dated: November 15, 2002 Received: November 22, 2002
Dear Ms. Magoon:
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. 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.
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 801); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (sections 531-542 of the Act); 21 CFR 1000-1050.
{5}------------------------------------------------
Page 2
This letter will allow you to begin marketing your device as described in your Section 510(k) premarket notification. The FDA finding of substantial equivalence of your device to a legally marketed predicate device results in a classification for your device and thus, permits your device to proceed to the market.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Office of Compliance at one of the following numbers, based on the regulation number at the top of the letter:
| 8xx. 1xxx | (301) 594-4591 |
|----------------------------------|----------------|
| 876.2xxx, 3xxx, 4xxx, 5xxx | (301) 594-4616 |
| 884.2xxx, 3xxx, 4xxx, 5xxx, 6xxx | (301) 594-4616 |
| 892.2xxx, 3xxx, 4xxx, 5xxx | (301) 594-4654 |
| Other | (301) 594-4692 |
Additionally, for questions on the promotion and advertising of your device, please contact the Office of Compliance at (301) 594-4639. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21CFR Part 807.97) you may obtain. Other general information on your responsibilities under the Act may be obtained from the Division of Small Manufacturers, International and Consumer Assistance at its toll-free number (800) 638-2041 or (301) 443-6597 or at its Internet address http://www.fda.gov/cdrh/dsma/dsmamain.html.
Sincerely yours,
Nancy C. Brogdon
Nancy C. Brogdon Director, Division of Reproductive, Abdominal and Radiological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
{6}------------------------------------------------
## SECTION 2 - STATEMENT OF INDICATIONS FOR USE
## 2.1 PATHWAY CTS2000 STATEMENT OF INDICATIONS FOR USE
K023906 510(k) Number (if known): Pathway CTS 2000 Pelvic Floor Training System Device Name: ________________
## Indications for Use:
Indications For Use
- Urinary Incontinence: Stress, Urge and Mixed Incontinence ●
- Neuromuscular Reeducation .
- Fecal Incontinence: EMG USE ONLY ●
Concurrence of CDRH, Office of Device Evaluation (ODE)
Prescription Use:___________ X
Over-the-Counter Use: ________________________________________________________________________________________________________________________________________________________
(Per 21 CFR 801.109)
Daniel A. Syzem
(Division Sign-Off) Division of Reproductive, Abdominal, and Radiological Devices 510(k) Number
OR
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.