K955299 · Seratronics, Inc. · LIF · Oct 21, 1996 · Gastroenterology, Urology
Device Facts
Record ID
K955299
Device Name
DPS 4 DIALYZER PREPARATION SYSTEM
Applicant
Seratronics, Inc.
Product Code
LIF · Gastroenterology, Urology
Decision Date
Oct 21, 1996
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 876.5820
Device Class
Class 2
Attributes
Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K955299 · Oct 21, 1996
DPS 4 DIALYZER PREPARATION SYSTEM
Seratronics, Inc.
Peer-reviewed clinical literature; CDC surveillance data; National registry-style analyses of dialysis outcomes
The submission references extensive clinical literature and national surveillance data to establish the clinical context of dialyzer reuse, the risks of residual germicides, and the association between reuse practices and patient outcomes.
Dialyzer reuse; Germicide removal; Patient outcomes; Surveillance; Clinical literature
Clinical Evidence
Study Design
Population
Comparator
Key Endpoints
National Surveillance of Dialysis-associated Diseases in the United States (1989/1991); Surveillance study; Study Period: 1989-1991
Dialysis patients in the United States
Not applicable for this study
Dialysis-associated diseases
Analysis of the Association of Dialyzer Reuse Practices and Patient Outcomes; Retrospective analysis; Study Period: 1992-1994
Dialysis patients
Not applicable for this study
Patient outcomes related to dialyzer reuse
Indications for Use
This device is intended solely for processing (e.g., in vitro rinsing) of hemodialyzers. Federal law restricts this device to use by or on the order of a physician.
Device Story
The DPS 4 Dialyzer Preparation System is an automated four-station rinsing machine used in clinical settings to remove germicides from reused hemodialyzers. It operates by delivering AAMI-quality water to the dialysate side of the dialyzer at controlled temperatures and flow rates, while simultaneously recirculating fluid on the blood side via a tubing pump. This process facilitates the diffusion of germicides out of the blood compartment. The system features a user-selectable timer that triggers an end-of-cycle alarm. A proprietary buffering agent, RINSE-QUICK, may be added to reduce rinse times for formaldehyde. The device does not open the blood circuit during processing. Following the automated rinse, the dialyzer requires a final prime with sterile saline and residual testing by medical personnel before patient connection to ensure safety. The device helps prepare dialyzers for reuse, potentially reducing manual labor and standardizing the rinsing process, though it does not replace the necessity for final clinical verification of disinfectant levels and pH.
Clinical Evidence
Bench testing only. The manufacturer provided data comparing rinse times for formaldehyde-filled dialyzers (CDAK 90SCE, Renak RE-09, CDAK 4000, Clirans C121, CF 12-11, Bax. C110G) using RO water alone versus RO water with RINSE-QUICK concentrate. Results demonstrate that the buffering agent reduces the time required to reach 5 PPM and 1 PPM residual formaldehyde concentrations across all tested dialyzer models.
Technological Characteristics
Four-station automated rinsing system. Uses AAMI RD5 (1992) quality water. Features a tubing pump for blood-side recirculation. Includes a timer-based alarm system. Compatible with RINSE-QUICK bicarbonate buffer concentrate. Electrical requirements: 110V. Requires ground fault interrupter protection. No integrated analytical sensing capability (photosensor removed).
Indications for Use
Indicated for the automated rinsing of reused hemodialyzers to remove germicides (formaldehyde, glutaraldehyde, or peracetic acid) prior to clinical use in dialysis patients.
Regulatory Classification
Identification
A hemodialysis system and accessories is a device that is used as an artificial kidney system for the treatment of patients with renal failure or toxemic conditions and that consists of an extracorporeal blood system, a conventional dialyzer, a dialysate delivery system, and accessories. Blood from a patient flows through the tubing of the extracorporeal blood system and accessories to the blood compartment of the dialyzer, then returns through further tubing of the extracorporeal blood system to the patient. The dialyzer has two compartments that are separated by a semipermeable membrane. While the blood is in the blood compartment, undesirable substances in the blood pass through the semipermeable membrane into the dialysate in the dialysate compartment. The dialysate delivery system controls and monitors the dialysate circulating through the dialysate compartment of the dialyzer.(1) The extracorporeal blood system and accessories consists of tubing, pumps, pressure monitors, air foam or bubble detectors, and alarms to keep blood moving safely from the blood access device and accessories for hemodialysis (§ 876.5540) to the blood compartment of the dialyzer and back to the patient. (2) The conventional dialyzer allows a transfer of water and solutes between the blood and the dialysate through the semipermeable membrane. The semipermeable membrane of the conventional dialyzer has a sufficiently low permeability to water that an ultrafiltration controller is not required to prevent excessive loss of water from the patient's blood. This conventional dialyzer does not include hemodialyzers with the disposable inserts (Kiil type) (§ 876.5830) or dialyzers of high permeability (§ 876.5860). (3) The dialysate delivery system consists of mechanisms that monitor and control the temperature, conductivity, flow rate, and pressure of the dialysate and circulates dialysate through the dialysate compartment of the dialyzer. The dialysate delivery system includes the dialysate concentrate for hemodialysis (liquid or powder) and alarms to indicate abnormal dialysate conditions. This dialysate delivery system does not include the sorbent regenerated dialysate delivery system for hemodialysis (§ 876.5600), the dialysate delivery system of the peritoneal dialysis system and accessories (§ 876.5630), or the controlled dialysate delivery system of the high permeability hemodialysis system § 876.5860). (4) Remote accessories to the hemodialysis system include the unpowered dialysis chair without a scale, the powered dialysis chair without a scale, the dialyzer holder set, dialysis tie gun and ties, and hemodialysis start/stop tray.
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K955299
510(k) Summary
This 510(k) summary was prepared on 11/17/95 and submitted by:
Seratronics, Inc.
Scott Walker
2637 Shadelands Dr.
Walnut Creek, Ca 94598
(510) 295-0200
OCT 21 1996
Contact: Scott Walker
Trade name: DPS 4 Dialyzer Preparation System
Common name: rinse machine
Classification name: none
Changes and amendments made 08/23/1996 by Brooks Rogers at the request of Gema Gonzalez (FDA).
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The Seratronics DPS 4 Dialyzer Preparation System is an automatic four-station rinsing machine for removing formaldehyde, glutaraldehyde or peracetic acid from reused dialyzers. Dialyzers are stored filled with the germicide and with the venous and arterial blood ports connected by a filled tubing segment that includes a sample site. This provides a blood side circuit that can be recirculated while the germicide is removed by the process of diffusion across the membrane.
The system removes the germicide from the dialyzer by delivering AAMI quality (RD5, 1992) water to the dialysate side of the dialyzer at a controlled temperature and flow rate while the blood side fluid is recirculated by a tubing pump. The germicide is diffused from the blood compartment of the dialyzer to a final concentration prescribed by the physician. The blood side of the dialysis circuit is never opened during the rinsing process on the DPS 4 rinse machine. At a predetermined time in the recirculation cycle (selected on the front panel), an alarm sounds, indicating that the rinse time has been completed. The blood and dialysate side flow continue when this end-of-cycle alarm occurs. A proprietary buffering agent, RINSE-QUICK™ concentrate, can be added to the rinse solution to reduce rinse out times with formaldehyde only. This buffering agent does not introduce new chemicals or higher concentrations of chemicals normally used for dialysis.
The rinse times of individual dialyzers can vary significantly, depending on dialyzer type, size, germicide type, germicide concentration, number of uses, rinse technique used, etc. The germicide concentration may "rebound" if the rinsing process is interrupted due to (de)absorption from the solid components of the dialyzer. The dialyzer must undergo a final prime with sterile saline and flush of the dialysate side in order to bring the dialyzer up to temperature, pH, composition, and complete the final rinse of the dialyzer. It is necessary to test each dialyzer for residual germicide and pH just prior to connection to the patient. This is well known by medical professionals performing reuse and is described in the Operator's Manual.
The original 510(k) for this machine had an integrated analytical system that used a light and photosensor system to automatically determine the level of formaldehyde only in a sample ampule. At this time, we are not distributing the DPS 4 with this capability, and the operating instructions for the analytical capability have been removed (except for a description of the alarm codes, which have been retained for historical purposes). We have no plans at this time to include this feature in the future.
The Operator's manual has been updated from that submitted in the original 510(k).
This machine and accessories described in this submission are substantially equivalent to the device indicated in premarket notification K832230 and to any dialysis machine to the extent that it may be used to rinse germicide or manufacturing residuals from new or reused dialyzers.
There are many articles in the literature relating to germicide removal. The following technical literature is cited:
Man, N. K. Lebkiri, B., Polo, P., Et. Al.: Prevention of Anti-N-Like Antibodies development with Non-formaldehyde Reuse Procedures, Proc Dialy Transpl Forum 10, P 18 - 21, 1980.
Dean, N., Bemis, J. A.: Multiple Use of Hemodialyzers, Final Report to National Institute of Arthritis, Diabetes and Digestive and Kidney Diseases, June 1981.
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Lewis, K. J. Dewar, P. J., Ward, M. K., Kerr, D. N. S.: Formation of Anti-N-Like Antibodies in Dialysis Patients: Effect of Different Methods of Rinsing to Remove Formaldehyde, Clin Neph 15 (1), P 85-90, 1981.
Gotch, F. A., Keen, M. L.: Formaldehyde Kinetics in Reused Dialyzers, ASAIO Transactions, 29, p 396 - 401, 1983.
Hakim, R. M., Friedrich, R. A., Lowrie, E. G.: Formaldehyde Kinetics and Bacteriology in Dialyzers, Kidney Int 28, P 936 - 943, 1985.
Held, P. J., Pauly, M. V., Diamond, L.: Survival analysis of patients undergoing dialysis, Journal of the American Medical Association, 257: p 645 - 650, 1987.
Vanholder, R. C., Noens, L., de Smet, R., Ringoir, S.: Development of Anti-N-Like Antibodies during Formaldehyde Reuse in spite of Adequate Predialysis Rinsing, Am J Kidney Dis 11 (6), P 477 - 480, 1988.
CDC: Acute Allergic Reactions Associated with Reprocessed Hemodialyzers - Virginia, MMWR 38 (50):873, 1989.
CDC: Update: Acute Allergic Reactions Associated with Reprocessed Hemodialyzers, MMWR 40 (9):147, 1991.
Alter, M. J., Favero, M. S., Moyer, L. A., Bland, L. A.: National Surveillance of Dialysis-associated Diseases in the United States, 1989. Transactions of the American Society for Artificial Internal Organs Vol. 37, p 97-109, 1991.
Held, P. J., Wolfe, R. A., Gaylin, D. S., Levin, N. W., Port, K. F., Turenne, M. N., Urban Institute: A Brief Overview of Current Analyses of the Association of Dialyzer Reuse and Patient Outcomes, preliminary report, October 7, 1992.
AAMI: Recommended Practice for Reuse of Hemodialyzers, Arlington VA, Association for Advancement of Medical Instrumentation, RD47, 1993.
Tokars, J. L., Alter, M. J., Favero, M. S., et al.: National Surveillance of Dialysis Associated Diseases in the United States, 1991, ASAIO J, 1993 Oct - Dec, 39(4): p 966-975.
Held, P. J., PhD, Wolfe, R. A., PhD, Gaylin, D. S., BA, Port, F. K., MD, MS, Levin, N. W., MD, Turenne, M. N., BA: Analysis of the Association of Dialyzer Reuse Practices and Patient Outcomes, American Journal of Kidney Diseases, Vol 23, No 5, May, 1994: p 692 - 708.
Straiger, A., Wendenckx, D., Jadoul, M.: Rinsing Time and Disinfectant Release of Reused Dialyzers: Comparison of Formaldehyde, Hypochlorite, Warexin, and Renalin, American Journal of Kidney Diseases, Vol 26, No 3, September, 1995: p 549 - 553.
US Code of Federal Regulations, 42 CFR part 405.2150, 1992, amended F.R., Vol 60, Vol 180, Sept. 18, 1995, p 48039-48044.
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A study was performed to demonstrate the effectiveness of Rinse-Quick concentrate in reducing the rinse times of formaldehyde filled dialyzers.
Following is a table showing the formaldehyde rinse out rate with various dialyzers. The rinse time is different for the various dialyzers, as expected. These data demonstrate that Rinse-Quick concentrate is effective in reducing the rinse time of formaldehyde filled dialyzers as compared to use of RO rinse water alone.
| Dialyzer type | Approximate rinse time (min) to achieve indicated PPM | | | |
| --- | --- | --- | --- | --- |
| | 5 PPM | | 1 PPM | |
| | W/O R-Q | W/R-Q | W/O R-Q | W/R-Q |
| CDAK 90SCE | 31 | 5 | 43 | 13 |
| Renak RE-09 | 27 | 8 | 36 | 13 |
| CDAK 4000 | 52 | 15 | >70 | 35 |
| Clirans C121 | 42 | 9 | 56 | 19 |
| CF 12-11 | 40, est | 9 | 64 | 18 |
| Bax. C110G | 7 | <5 | 17 | 10 |
The following is safety and effectiveness information extracted from the product labeling:
Federal law restricts this device to use by or on the order of a physician.
This device is intended solely for processing (e.g., in vitro rinsing) of hemodialyzers. Any subsequent clinical use of the dialyzer processed by this machine is the sole responsibility of the patient's physician.
**Warning**: Failure to install, operate, or maintain this equipment in accordance with manufactures specifications and operating instructions may cause user or patient injury.
**Caution**: Care must be used to aseptically connect the blood lines to the blood ports of the dialyzer. The arterial blood line must be filled with sterile saline solution before attaching to the dialyzer. Care should be taken not to introduce air into the system during the connection.
**Warning**: A saline prime on the blood side and dialysate side flow is required at the bedside before connecting the patient to the extracorporeal circuit. It is necessary to assure that the blood circuit is at the proper dialyzing temperature, PH, and conductivity before initiating dialysis.
**Warning**: Adequate procedural steps must be followed to assure that rinsed dialyzers are not mixed with non-rinsed dialyzers. Test the blood circuit for residual disinfectant after the clinical prime of the dialyzer, before initiating dialysis.
**Caution**: Aseptic procedures are required to maintain sterility of dialyzers.
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**Warning:** Do not use an adaptor to fit a 3-prong power plug to a 2-prong household outlet. The electrical circuit must be protected by a ground fault interrupter.
**Warning:** When replacing fuses in the Dialyzer Preparation System, replace only with the same type and rating of fuse to avoid overheating and short circuiting. A time-delay fuse must be used with this device if it is connected to a circuit that is protected by fuses.
**Danger:** Possible explosion hazard if used in the presence of flammable anesthetics.
**Caution:** Electric shock hazard. Do not remove cover or back. Refer servicing to qualified personnel.
**Caution:** Caution must be taken when handling human blood and blood components due to the possibility of exposure to hepatitis or other blood borne pathogens. It is recommended that gloves, masks, and appropriate protective clothing be worn.
**Warning:** When there is no cycle operating, periodically the 110 volt deseration pump may periodically, automatically start and V-3 may close for a few seconds. This is normal.
**Caution:** During servicing, normal covers and panels are open, exposing 110 volts and rotating equipment. Service should only be performed by qualified personnel.
**Warning:** Following rinsing with the DPS 4 rinse machine, the concentration of disinfectant in the dialyzer may increase or "rebound" as disinfectant slowly diffuses out from the solid components of the dialyzer. A final rinse of the dialyzer and bloodline at the dialysis machine must be performed, and the solution tested for residual disinfectant.
The training of operators in the use of handling chemicals is the responsibility of the Medical Director. The handling of chemicals, such as formaldehyde, Glutaraldehyde, and Peracetic Acid should be carried out in a safe and careful manner, which includes proper protective clothing and equipment as set out by the Dialysis Center Procedures.
**Warning:** FORMALDEHYDE is an eye, skin, and respiratory irritant, and as such, caution should be used to prevent contact. This can be accomplished by wearing eye goggles and gloves in a well ventilated area when using open containers of concentrated solution.
**FIRST AID:** CALL A PHYSICIAN.
**IF INHALED:** Exposed people should remove themselves from exposure to fresh air, rest and keep warm. Give artificial respiration if breathing has stopped. Obtain medical attention.
**EYE CONTACT:** Immediately rinse thoroughly for 15 minutes. Lift eye lids occasionally while rinsing. This is of extreme importance to prevent coagulation of the surface of the cornea. Obtain medical attention.
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SKIN CONTACT: rinse well with water and remove any contaminated clothing. These should be washed thoroughly before next use.
IF SWALLOWED: The mouth should be rinsed thoroughly with water followed by drinking milk. Induce vomiting. If the victim is unconscious, do not induce vomiting. Obtain medical attention.
## Storage of Formaldehyde
Protect against physical damage. Store in a cool, dry, well ventilated area separated from oxidizing or alkaline materials. Avoid exposure of containers to sources of heat.
## Further Information
For specific instructions on the safe handling of specified chemicals, refer to the Chemical Safety Data Sheet, SD-1, from the Manufacturing Chemists' Association, Inc.
**Warning:** GLUTARALDEHYDE is an eye and skin irritant, and as such, caution should be used to prevent contact. This can be accomplished by wearing eye goggles and gloves.
**FIRST AID:** CALL A PHYSICIAN.
**IF INHALED:** Exposed people should remove themselves from exposure to fresh air, rest and keep warm. Give artificial respiration if breathing has stopped. Obtain medical attention.
**EYE CONTACT:** Immediately rinse thoroughly for 15 minutes. Obtain medical attention.
**SKIN CONTACT:** Rinse well with water and remove any contaminated clothing. These should be washed thoroughly before next use.
**IF SWALLOWED:** The mouth should be rinsed thoroughly with water followed by drinking 2 glasses of water. Do not induce vomiting. Obtain medical attention.
## Storage of Glutaraldehyde
Protect against physical damage. Store in a cool, dry, well ventilated area separated from oxidizing or alkaline materials. Avoid exposure of containers to sources of heat.
## Further Information
For specific instructions on the safe handling of specified chemicals, refer to the Material Safety Data Sheet, from the Manufacturer Gulfstream Medical Inc. (617) 846-8545
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**Warning:** PERACETIC ACID is an eye and skin irritant, and as such, caution should be used to prevent contact. This can be accomplished by wearing eye goggles and gloves.
**FIRST AID:** CALL A PHYSICIAN.
**IF INHALED:** Exposed people should remove themselves from exposure to fresh air, rest and keep warm. Give artificial respiration if breathing has stopped. Obtain medical attention.
**EYE CONTACT:** Immediately rinse thoroughly for 15 minutes. Obtain medical attention.
**SKIN CONTACT:** rinse well with water and remove any contaminated clothing.
**IF SWALLOWED:** The mouth should be rinsed thoroughly with water followed by drinking large quantities of water. Do not induce vomiting. Obtain medical attention.
## Storage of Peracetic Acid
Protect against physical damage. Store in a cool, dry, well ventilated area separated from oxidizing or other chemicals. Avoid exposure of containers to direct sunlight.
## Further Information
For specific instructions on the safe handling of specified chemicals, refer to the Material Safety Data Sheet, from the Fresenius USA INC. (800) 227-2572
**Caution:** BLEACH (5.25% Sodium Hypochlorite) is a strong oxidizing agent. Wear protective gloves and safety glasses when handling. Harmful if swallowed. Can cause severe eye irritation. Keep in a cool place.
**FIRST AID:** CALL A PHYSICIAN.
**IF SWALLOWED:** Feed milk; Do not induce vomiting.
**EYE CONTACT:** flood with water for at least 15 minutes.
**SKIN CONTACT:** Rinse thoroughly with water
**RINSE-QUICK** concentrate solution is a mixed bicarbonate buffer solution. In the diluted form it contains less sodium and bicarbonate than that used in bicarbonate dialysis.
**Warning:** Not for use as a bicarbonate concentrate for dialysis.
**Warning:** Not for injection or ingestion.
**Caution:** Do not contact with acid.
**FIRST AID**
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EYE CONTACT: Rinse thoroughly with water for 15 minutes. If irritation develops, obtain medical attention.
SKIN CONTACT: Rinse thoroughly with water
IF SWALLOWED: drink water to dilute.
**Warning:** Do not use an adaptor to fit a 3-prong power plug to a 2-prong household outlet.
**Warning:** Regardless of the test results that are obtained at the completion of the DPS 4 rinse cycle, a residual test and a PH test must be completed following the clinical prime of the complete blood circuit at the dialysis machine just prior to initiating dialysis.
**Warning:** After rinsing, the disinfectant has been removed from the dialyzer. Therefore, care must be used to aseptically connect the blood lines to the blood ports of the dialyzer. The arterial blood line must be filled with sterile saline solution before attaching to the dialyzer. Care should be taken not to introduce air into the system during the connection.
**Warning:** A saline prime on the blood side and dialysate flow is required before connecting the patient to the extracorporeal circuit. It is necessary to assure that the blood circuit is at the proper dialyzing temperature and conductivity (composition) and to test for disinfectant residual and PH before initiating dialysis.
After an acceptable residual test has been obtained, the dialyzer must not be allowed to sit without blood side recirculation and dialysate flow unless the dialyzer is re-rinsed and tested again for residual disinfectant. All disinfectants will absorb into all dialyzers and build up a "sink". Most of the rinsing time of a dialyzer is a result of this sink. The concentration of disinfectant in the dialyzer will "rebound" if rinsing/recirculation is discontinued. Of course, the amount of the rebound will be greater the larger the dialyzer.
Do not sample right after adding a quantity of fresh saline to the circuit. This can result in a false negative test. Allow the blood side to equilibrate before testing for residual.
These are suggested procedures that contain many elements that we have found necessary in order to obtain fully rinsed dialyzers. It is based on theory, experience, and testing at certain dialysis units. We have attempted to make sure that they are complete and correct. However, we cannot and do not take any responsibility for the rinsing procedures used at your dialysis unit due to the many variables. In addition, we can make no representations nor give you any assurances that following this procedure will prevent any patient reactions. In the final analysis, it is necessary for you to follow AAMI guidelines, validate your procedure, be sure that it is followed, and properly test each dialyzer for residual disinfectant.
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.