K982946 · I-Flow Corp. · MEB · Nov 18, 1998 · General Hospital
Device Facts
Record ID
K982946
Device Name
PAINBUSTER INFUSION KIT
Applicant
I-Flow Corp.
Product Code
MEB · General Hospital
Decision Date
Nov 18, 1998
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 880.5725
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The PainBuster is intended to provide continuous infusion of a local anesthetic directly into an intraoperative (soft tissue / body cavity) site for general surgery for postoperative pain management. Additional routes of administration include percutaneous and subcutaneous infusion.
Device Story
PainBuster Infusion Kit is a single-patient-use, disposable elastomeric infusion pump system. It delivers local anesthetic continuously to surgical sites for postoperative pain management. The device consists of an elastomeric pump (K944692) and kit components (catheter, needle, syringe, dressing, tape, gauze, carry case, Y-adapter, Power Ring, and E-Clip). Operation relies on the strain energy of elastomeric membranes to provide constant pressure to the fluid reservoir, forcing fluid through flow-control tubing. It is used in hospital, home, or alternative care settings by clinicians or patients. The device lacks electronic components, alarms, or indicators; flow is regulated by fixed-rate tubing. Healthcare providers use the device to provide localized pain relief, potentially reducing systemic analgesic requirements. The kit is supplied sterile (gamma or ETO) or non-sterile for assembly.
Clinical Evidence
Bench testing only. Performance data for various models (50-270 ml volumes; 0.5-10 ml/hr flow rates) demonstrated average flow rates within ±15% accuracy at 31°C using 0.9% NaCl. Sample sizes ranged from n=6 to n=46 per model. No clinical trials were conducted.
Technological Characteristics
Elastomeric infusion pump; thermoplastic (Krayton) elastomeric membrane reservoir; flow-control tubing; non-electronic; no power source. Dimensions vary by model (50-270 ml). Sterilization via gamma radiation or ETO gas. Materials conform to ISO 10993-1.
Indications for Use
Indicated for postoperative pain management in patients undergoing general surgery. Provides continuous infusion of local anesthetic into intraoperative sites, percutaneously, or subcutaneously. Contraindicated for intravenous, intra-arterial, or epidural delivery; not for delivery of blood, blood products, lipids, or fat emulsions.
Regulatory Classification
Identification
An infusion pump is a device used in a health care facility to pump fluids into a patient in a controlled manner. The device may use a piston pump, a roller pump, or a peristaltic pump and may be powered electrically or mechanically. The device may also operate using a constant force to propel the fluid through a narrow tube which determines the flow rate. The device may include means to detect a fault condition, such as air in, or blockage of, the infusion line and to activate an alarm.
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K982946
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I·FLOW I-FLOW CORPORATION
20202 Windrow Drive Lake Forest. CA 92630 (800) 448-3569 : 714) 206-2700 Fax (714) 206-2600
# SUMMARY OF SAFETY AND EFFECTIVENESS
August 19, 1998
Trade Name: PainBuster Infusion Kit Common Name: Elastomeric Infusion Pump Kit Classification Name: Pump, Infusion, Elastomeric
All questions and/or comments concerning this document should be made to: Robert J. Bard, Esq., R.A.C. Vice President Regulatory and Legal Affairs
I-Flow Corporation 20202 Windrow Drive Lake Forest, CA 92630
Telephone: 949.206.2700 Fax: 949.206.2600
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#### GENERAL INFORMATION 1.0
#### 1.1 Purpose of Submission
- This submission is intended to notify the Federal Food and Drug 1.1.1 Administration that I-Flow Corporation intends to market an extension to the current PainBuster product line, including labeling changes and additional models and components.
- All models previously submitted under K980558 are included 1.1.1.1 under this premarket notification.
- Trade Name: PainBuster™ Infusion Kit 1.1.2
- 1.1.3 Common Name: Elastomeric Infusion Pump Kit
- Classification Name: Pump, Infusion, Elastomeric 1.1.4
- Classification Panel: General Hospital and Personal Use Device 1.1.5
#### 1.2 Statement of Equivalence
- The PainBuster Infusion Kit includes components that are legally 1.2.1 marketed (either pre-amendment devices or devices that have been aranted permission to market via premarket notification regulation).
- 1.2.2 The PainBuster pump is an additional model to the Homepump elastomeric infusion pumps marketed by I-Flow Corporation (C-Series -K944692 and Eclipse - K932740).
- 1.2.3 The PainBuster Kit is substantially equivalent to the PainBuster Infusion System (K980558) marketed by I-Flow Corporation and the Pain Control Infusion Pump (PCIP) (K896422) marketed by Sgarlato Laboratories, Inc.
#### 2.0 PHYSICAL SPECIFICATIONS AND DESCRIPTIONS
#### 2.1 Description of Device
- 2.1.1 The PainBuster Infusion Kit is nearly identical to the PainBuster Infusion System (K980558) marketed by I-Flow Corporation except for some labeling changes and the addition of new models and optional components.
- 2.1.2 The kit is comprised of an elastomeric infusion pump (K944692) and various kit components such as catheter, needle, syringe, dressing, tape, gauze, carry case, Y Adapter, Power Ring and clothing attachment clip (E-Clip).
- The Sgarlato kit contains all the above components except 2.1.2.1 for the Power Ring and clothing attachment clip.
- 2.1.2.2 The original PainBuster Infusion System contained the pump, catheter and needle.
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- The PainBuster pump is intended to attach to the kit catheter at the 2.1.3 distal end of the administration set to provide continuous infusion of a local anesthetic directly into the intraoperative site for general surgery for postoperative pain management.
- The PainBuster is single patient use only. 2.1.4
- The PainBuster is suitable for use as an ambulatory device and is 2.1.5 intended for use in the hospital, home environment or alternative care sites.
- See Appendix A for drawings and Appendix B and C for labeling of the 2.1.6 PainBuster Infusion Kit.
#### 2.2 Product Configuration
See Appendix A for drawings and Appendix B and C for labeling.
- The following additional PainBuster models will be available: 2.2.1
- P060020: 50/65 ml volume, 2.0 ml/hr flow rate 2.2.1.1
- 2.2.1.2 P110005: 1|00/125 ml volume, 0.5 ml/hr flow rate
- P125050: 100/125 ml volume, 5.0 ml/hr flow rate 2.2.1.3
- P270010: 250/270 ml volume, 1.0 ml/hr flow rate 2.2.1.4
- P270020: 250/270 ml volume, 2.0 ml/hr flow rate 2.2.1.5
- P270050: 250/270 ml volume, 5.0 ml/hr flow rate 2.2.1.6
- P270100: 250/270 ml volume, 10.0 ml/hr flow rate 2.2.1.7
- P270050Y: 250/270 ml volume, 5.0 ml/hr flow rate, dual 2.2.1.8 catheter with Y adapter.
- 2.2.2 The following models were previously submitted under K980558.
- P065005: 50/65 ml volume, 0.5 ml/hr flow rate 2.2.2.1
- P125015: 100/125 ml volume, 1.5 ml/hr flow rate 2.2.2.2
- P125020: 1|00/125 ml volume, 2.0 ml/hr flow rate 2.2.2.3
- Each model above contains a variable fill volume designated by the 2.2.3 slash between the two numbers. For example, model P060020 may be marketed as a 60 ml volume, 2.0 ml/hr flow rate. Alternatively, I-Flow may market the device as a 50 ml volume or 65 ml volume in which case the model number would be P050020 or P065020 respectively.
- Models with flow rates from 0.5 ml/hr to 2 ml/hr are for small wound 2.2.4 sites while flow rates from 5 ml/hr to 10 ml/hr are for larger wounds.
- Each model consists of a kit with the following components: 2.2.5
- 2.2.5.1 PainBuster pump.
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- The Kling® Conforming Gauze manufactured 2.2.4.11.2 by Johnson and Johnson is an example of the type of gauze which may be used in the PainBuster Kit.
Model number: JJ6923 2.2.4.11.2.1
- Power Ring (optional): 2.2.4.12
- The Power Ring manufactured by I-Flow 2.2.4.12.1 Corporation is fitted over the syringe to ease filling the pump. See schematic in Appendix A.
#### 2.3 Components and Materials
All the pumps used in the PainBuster Kit are currently available models of the Homepump C-Series (K944692).
All the components used in the PainBuster pump are identical to those used in the original PainBuster submitted under K980558.
The PainBuster Infusion Kit is a disposable device intended for single patient use.
# OPERATIONAL SPECIFICATIONS AND DESCRIPTIONS 3.0
#### Standard Operating Conditions: 3.1
| Priming/Residual Volume (ml): | <= 9 270 ml Vol |
|-------------------------------|--------------------------------------|
| | <= 4 125 ml Vol |
| | <= 3 65 ml Vol |
| Operating Temperature | 31°C (skin temperature) |
| Test Solution: | 0.9% NaCl |
| Operating Pressure: | 9 to 14 psi |
| Head Height: | 16" |
| Accuracy: | $\pm$ 15% at 95% confidence interval |
- Flow Rate Performance Data: Testing occurred at 31°C, at the nominal head 3.2 height of 16", using normal saline (0.9% NaCl). Testing occurred at nominal fill volume for each models produced an average flow rate well within the ±15% accuracy claim.
| | 60 ml x 2<br>ml/hr | 110 ml x<br>0.5 ml/hr | 125 ml x 5<br>ml/hr | 270 ml x 1<br>ml/hr | 270 ml x 2<br>ml/hr | 270 ml x 5<br>ml/hr | 270 ml x<br>10 ml/hr |
|------------------------------|--------------------|-----------------------|---------------------|---------------------|---------------------|---------------------|----------------------|
| Average Flow<br>Rate (ml/hr) | 1.80 | 0.48 | 4.74 | 1.01 | 2.03 | 4.52 | 10.8 |
| Std. Dev. | 0.10 | 0.02 | 0.16 | 0.03 | 0.08 | 0.13 | 0.3 |
| n | 15 | 46 | 29 | 33 | 35 | 12 | 6 |
60 ml x 2 ml/hr: A fifteen (15) piece sample produced an average flow rate of 1.80 ml/hr. The fastest infusion had an average flow rate of 1.99 ml/hr and the slowest infusion had an average flow rate of 1.65 ml/hr.
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110 ml x 0.5 ml/hr: A forty six (46) piece sample produced an average flow rate of 0.48 ml/hr. The fastest infusion had an average flow rate of 0.53 ml/hr and the slowest infusion had an average flow rate of 0.45 ml/hr.
125 ml x 5 ml/hr: A twenty nine (29) piece sample produced an average flow rate of 4.74 ml/hr. The fastest infusion had an average flow rate of 5.16 ml/hr and the slowest infusion had an average flow rate of 4.37 ml/hr.
270 ml x 1 ml/hr: A thirty three (33) piece sample produced an average flow rate of 1.01 ml/hr. The fastest infusion had an average flow rate of 1.07 ml/hr and the slowest infusion had an average flow rate of 0.94 ml/hr.
270 ml x 2 ml/hr: A thirty five (35) piece sample produced an average flow rate of 2.03 ml/hr. The fastest infusion had an average flow rate of 2.17 ml/hr and the slowest infusion had an average flow rate of 1.84 ml/hr.
270 ml x 5 ml/hr: A twelve (12) piece sample produced an average flow rate of 4.52 ml/hr. The fastest infusion had an average flow rate of 4.8 ml/hr and the slowest infusion had an average flow rate of 4.3 ml/hr.
270 ml x 10 ml/hr: A six (6) piece sample produced an average flow rate of 10.8 ml/hr. The fastest infusion had an average flow rate of 11.3 ml/hr and the slowest infusion had an average flow rate of 10.5 ml/hr.
- Back Pressure (Head Height) Comparison: Approximately 0.57 psi pressure 3.3 difference results per 16" head height. Thus, a 5.7% flow rate change may occur for each 16" head height difference from nominal assuming a 10 psi average bladder pressure of the pump.
- 3.4 Drug Delivery Comparison: Local anesthetics have densities similar to normal saline (e.g. 1.002 to 1.005 for Ropivacaine HCI vs. 1.0045 for normal saline) and should not affect flow rate. Product labeling includes a statement as to delivery times and the possible deviation from nominal due to drug viscosity.
## 3.5 Safety / Alarm Functions
- The PainBuster pump provides a continuous fixed flow and as such is 3.5.1 not subject to fluid runaway conditions similar to that of some electronic pumps.
- 3.5.2 The PainBuster pump will not be recommended for any application that exceeds the minimum internal pressure of the system.
- 3.5.3 If for any reason the patient needs to stop his or her infusions, each administration set is supplied with a pinch clamp to stop the infusion.
- 3.5.4 This device contains no alarms or indicators for flow other than visual.
- 3.5.5 This device contains no alarms or indicators to detect air in line or an occlusion.
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#### BIOLOGICAL SPECIFICATIONS 4.0
- Biological testing is in conformance with ISO 10993 Part 1 for all fluid path 4.1 components of the PainBuster pump.
#### CHEMICAL AND DRUG SPECIFICATIONS 5.0
- 5.1 Compatibility
- There are no specific drugs referenced in the labeling for the PainBuster 5.1.1 Infusion Kit.
- The PainBuster Infusion Kit is intended for use with general local 5.1.2 anesthetics.
- 5.2 Drug Stability
- There are no drugs included in the PainBuster Infusion Kit. 5.2.1
#### INTENDED USE 6.0
- The PainBuster is intended to provide continuous infusion of a local anesthetic 6.1 directly into the intraoperative site for general surgery for postoperative pain management.
- Additional routes of administration include percutaneous and subcutaneous 6.2 infusion.
- 6.3 The PainBuster is not intended for intravenous, intra-arterial or epidural drug delivery.
- 6.4 The PainBuster is single patient use only.
- No testing has been conducted to determine the efficacy of the PainBuster for 6.5 the delivery of blood, blood products, lipids or fat emulsions. The PainBuster is not intended for the delivery of blood, blood products, lipids or fat emulsions.
- The PainBuster is suitable for use as an ambulatory device and is intended for 6.6 use in the hospital, home environment or alternative care sites.
## 7.0 PACKAGING
- 7.1 The PainBuster Kit consists of an inner pouch or tray with Tyvek® lid stock surrounded by a header bag with an ETO Tyvek® strip.
- The PainBuster pump may be packaged in either a Tyvek® pouch or 7.2 Form/Fill/Seal.
- 7.3 The PainBuster Kit components are placed in the inner tray or pouch.
- Packaging is suitable for either radiation or ETO sterilization. 7.4
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# STERILIZATION INFORMATION 8.0
Note: The kit components of the PainBuster Infusion Kit may be purchased non-sterile and packaged by I-Flow or sterile from the manufacture. The PainBuster pump and non-sterile purchased components shall be sterilized as follows:
- The methods of sterilization are gamma radiation (Cobalt 60) or ETO gas. 8.1
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| Comparison Element | PainBuster Infusion Kit<br>(subject device) | SE1 PainBuster Infusion System<br>(K980558) | SE1 Sgarlato PCIP<br>(K896422) | SE1 Homepump C-Series<br>(K944692) |
|--------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------|
| Intended Use | To provide continuous infusion of<br>a local anesthetic directly into the<br>intraoperative site for general<br>surgery for postoperative pain<br>management. | To provide continuous infusion of<br>a local anesthetic directly into the<br>intraoperative site for<br>postoperative pain management. | To provide continuous infusion of<br>a local anesthetic directly into the<br>surgical wound site for<br>postoperative pain management. | General infusion use. |
| Route of Administration | Percutaneous and subcutaneous | Percutaneous | Percutaneous, subcutaneous and<br>epidural | Intravenous, intra-arterial,<br>epidural or subcutaneous |
| Specific Use | Pain management | Pain management | Primarily pain management,<br>ambulatory, home therapy. | Primarily pain management,<br>chemotherapy, ambulatory, home<br>therapy. |
| Contraindications | Not intended for intravenous,<br>intra-arterial or epidural drug<br>delivery. Not intended for delivery<br>of blood, blood products, lipids or<br>fat emulsions. | Not intended for vascular or<br>epidural drug delivery. Not<br>intended for delivery of blood,<br>blood products or TPN. | Not intended for rapid infusions.<br>Not intended for intravenous<br>infusion. | Not intended for blood, blood<br>products or TPN. |
| Reuse Capability | Disposable, Single Patient Use<br>Only | Disposable, Single Use Only | Disposable, Single Use Only | Disposable, Single Use Only |
| Description | Sold empty and capable of being<br>filled via a fill port. | Sold empty and capable of being<br>filled via a fill port. | Sold empty and capable of being<br>filled via a fill port. | Sold empty and capable of being<br>filled via a fill port. |
| Fill Volumes | 50 to 270 ml | 50 to 125 ml | 50 to 100 ml | 50 to 500 ml |
| Flow Rates | 0.5, 1.0, 1.5, 2.0, 5.0 or 10.0 ml/hr | 0.5, 1.5 or 2.0 ml/hr | 0.5, 1.0 or 2.0 ml/hr | 0.5 to 500 ml/hr |
| Pump Type | Elastomeric Pump | Elastomeric Pump | Spring Driven Syringe Pump | Elastomeric Pump |
| Power Requirements | None | None | None | None |
| Pump Mechanism | Constant pressure is applied to<br>the fluid reservoir. | Constant pressure is applied to<br>the fluid reservoir. | Constant pressure is applied to<br>the fluid reservoir. | Constant pressure is applied to<br>the fluid reservoir. |
| Pressure Source | Strain energy of elastomeric<br>membranes | Strain energy of elastomeric<br>membranes | Compression spring | Strain energy of elastomeric<br>membranes |
| Fluid Reservoir | Thermoplastic (Krayton)<br>elastomeric membrane | Thermoplastic (Krayton)<br>elastomeric membrane | Polypropylene plastic syringe | Thermoplastic (Krayton)<br>elastomeric membrane |
| Administration Set | Integrated, flow control tubing | Integrated, flow control tubing | Integrated, flow control tubing | Integrated, flow control tubing |
| Flow Control | Consistent flow rate throughout<br>the entire course of therapy is<br>achieved by the combination of<br>constant pressure and flow<br>control tubing. | Consistent flow rate throughout<br>the entire course of therapy is<br>achieved by the combination of<br>constant pressure and flow<br>control tubing. | Consistent flow rate throughout<br>the entire course of therapy is<br>achieved by the combination of<br>constant pressure and flow<br>control tubing. | Consistent flow rate throughout<br>the entire course of therapy is<br>achieved by the combination of<br>constant pressure and flow<br>control tubing. |
| Safety / Alarm Functions | Fixed flow rate tubing prevents<br>fluid runaway conditions. Each<br>administration set is supplied with<br>a clamp to stop the infusion if<br>necessary. | Fixed flow rate tubing prevents<br>fluid runaway conditions. Each<br>administration set is supplied with<br>a clamp to stop the infusion if<br>necessary. | Fixed flow rate tubing prevents<br>fluid runaway conditions. Each<br>administration set is supplied with<br>a clamp to stop the infusion if<br>necessary. | Fixed flow rate tubing prevents<br>fluid runaway conditions. Each<br>administration set is supplied with<br>a clamp to stop the infusion if<br>necessary. |
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
and the consideration of
:
'SE = Substantially Equivalent
-----
and to 27 apped
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Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
NOV 1 8 1998
Robert J. Bard, Esq., R.A.C. Vice President Regulatory and Legal Affairs I-Flow Corporation 20202 Window Drive Lake Forest, California 92630
Re : K982946 PainBuster Infusion Kit Trade Name: Unclassified Requlatory Class: Product Code: MEB August 20, 1998 Dated: Auqust 21, 1998 Received:
Dear Mr. Bard:
We have reviewed your Section 510(k) notification of intent to market the device referenced above and we have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to 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). You may, therefore, market the device, subject to the general controls provisions The general controls provisions of the Act 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 (Premarket Approval), it may be subject to such additional controls. Existing major regulations affecting your device can be found in the Code of Federal Requlations, Title 21, Parts 800 to 895. A substantially equivalent determination assumes compliance with the Good Manufacturing Practice for Medical Devices: General (GMP) requlation (21 CFR Part 820) and that, through periodic GMP inspections, the Food and Drug Administration (FDA) will verify such assumptions. Failure to comply with the GMP requlation may result in requlatory action. In addition, FDA may publish further announcements concerning your device in the Federal Reqister. Please note: this response to your premarket notification submission does not affect any obligation you might have under sections 531 through 542 of the Act for devices under the Electronic Product Radiation Control provisions, or other Federal laws or regulations.
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Page 2 - Mr. Bard
This letter will allow you to begin marketing your device as described in your 510(k) premarket notification. The FDA finding of substantial equivalence of your device to a leqally 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 requlation (21 CFR Part 801 and additionally 809.10 for in vitro diagnostic devices), please contact the Office of Compliance at (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" (21 CFR 807.97). Other general information on your responsibilities under the Act may be obtained from the Division of Small Manufacturers Assistance at its toll-free number (800) 638-2041 or (301) 443-6597 or at its internet address "http://www.fda.gov/cdrh/dsmamain.html".
Sincerely yours,
Timothy A. Ulatowski
Direct Division of Dental, Infection Control, and General Hospital Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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K982946
Revised Indications for Use (Nov. 9, 1998)
510(k) Number (if known): ___K982946
Device Name: _ PainBuster™ Infusion Kit
# Indications for Use:
1. The PainBuster is intended to provide continuous infusion of a local anesthetic directly into an intraoperative (soft tissue / body cavity) site for general surgery for postoperative pain management. Additional routes of administration include percutaneous and subcutaneous infusion.
(PLEASE DO NOT WRITE BELOW THIS LINE - CONTINUED ON ANOTHER PAGE IF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
Prescription Use (Per 21 CFR 801.109)
OR
Patricia Gro
Over-The-Counter Use
(Division Sign-Off)
Division of Dental, Infection Control,
and General Hospital Devices
(Optional Format 1-2-96)
510(k) Number 1982946
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.
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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.