K161502 · General Project S.R.L. · IMI · Aug 16, 2016 · Physical Medicine
Device Facts
Record ID
K161502
Device Name
MC1 Plus
Applicant
General Project S.R.L.
Product Code
IMI · Physical Medicine
Decision Date
Aug 16, 2016
Decision
SESE
Submission Type
Special
Regulation
21 CFR 890.5300
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The MC1 Plus is indicated for: a) Therapeutic Massager: 1. Provides temporary relief of minor muscle aches and pains; 2. Relieves muscle spasms, 3. Temporarily improves local blood circulation: 4. Temporarily reduces the appearance of cellulite. b) Ultrasonic Diathermy: 1. relief of pain; 2. Muscle spasms; 3. Joint contractures; 4. NOT for the treatment of malignancies.
Device Story
MC1 Plus is a computerized body massager and ultrasound diathermy system. It utilizes two handpieces: one ultrasonic handpiece with two 1 MHz PZT transducers and one computerized body massager handpiece. The device is operated by a clinician in a clinical setting. The system provides therapeutic deep heat and massage. The clinician selects from pre-programmed settings (24 ultrasound, 6 massage) via a wider display and updated software interface. The device transforms electrical energy into ultrasonic waves or vacuum pressure to treat muscle/joint conditions. The output provides tissue heating (at least 40°C) and mechanical massage, which aids in pain relief, spasm reduction, and circulation improvement. The device is designed for improved usability, maintenance, and scalability compared to its predecessor.
Clinical Evidence
Bench testing only. Performance data demonstrated that the MC1 Plus conforms to AAMI/ANSI ES60601-1 (electrical safety), IEC 60601-1-2 (EMC), and IEC 60601-2-5 (ultrasonic physiotherapy). Comparative bench testing showed the MC1 Plus achieves tissue heating to at least 40°C, similar to the predicate device.
Technological Characteristics
Materials: Baydur, Aluminium, SEBS/SEPS Thermoplastic Polymers. Sensing/Actuation: 1 MHz PZT transducers for ultrasound; vacuum pressure for massage. Energy: Electrical. Connectivity: Standalone. Sterilization: Not specified. Software: IEC 62304 compliant. Dimensions: 700 x 675 x 1740 mm. Compliance: IEC 60601-2-5 3rd ed, AAMI/ANSI ES60601-1, IEC 60601-1-2.
Indications for Use
Indicated for patients requiring temporary relief of minor muscle aches/pains, muscle spasms, improved local blood circulation, cellulite reduction, or treatment for pain and joint contractures via ultrasonic diathermy. Contraindicated for treatment of malignancies.
Regulatory Classification
Identification
An ultrasonic diathermy for use in applying therapeutic deep heat for selected medical conditions is a device that applies to specific areas of the body ultrasonic energy at a frequency beyond 20 kilohertz and that is intended to generate deep heat within body tissues for the treatment of selected medical conditions such as relief of pain, muscle spasms, and joint contractures, but not for the treatment of malignancies.
Predicate Devices
MC1 computerized body massager and ultrasound diathermy device (K091615)
Submission Summary (Full Text)
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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
August 16, 2016
General Project S.R.L. % Maureen O'Connell President O'Connell Regulatory Consultants, Inc. 5 Timber Lane North Reading, Massachusetts 01864
Re: K161502
Trade/Device Name: MC1 Plus Regulation Number: 21 CFR 890.5300 Regulation Name: Ultrasonic Diathermy Regulatory Class: Class II Product Code: IMI. ISA Dated: July 19, 2016 Received: July 20, 2016
Dear Ms. O'Connell:
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. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR
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Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical devicerelated adverse events) (21 CFR 803); 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.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to
http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm for the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely yours.
# Michael J.Hoffmann -A
- for Carlos L. Peña, PhD, MS Director Division of Neurological and Physical Medicine Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K161502
Device Name MC1 Plus
Indications for Use (Describe) The MC1 Plus is indicated for:
- Therapeutic Massager: a)
- 1. Provides temporary relief of minor muscle aches and pains;
- 2. Relieves muscle spasms;
- 3. Temporarily improves local blood circulation;
- 4. Temporarily reduces the appearance of cellulite.
#### Ultrasonic Diathermy: b)
- 1. Relief of pain;
- 2. Muscle spasms;
- 3. Joint contractures;
- 4. NOT for the treatment of malignancies.
| Type of Use (Select one or both, as applicable) | |
|-------------------------------------------------|--|
|-------------------------------------------------|--|
X Prescription Use (Part 21 CFR 801 Subpart D)
| Over-The-Counter Use (21 CFR 801 Subpart C)
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# 510(k) SUMMARY K161502 As required by Section 807.82(c)
- 1. Submitter: [807.92 (a)(1)]
General project s.r.1. Via della Gora 15/19 50025 Montespertoli (Firenze) Italy tel: +39 0571 675076 fax: +39 0571 675077 email: info@generalproject.com internet: www.generalproject.com
- 2. Contact Person: [807.92 (a)(1)] Maureen O'Connell Regulatory Affairs Consultant 5 Timber Lane North Reading, MA 01864 tel: (978) 207-1245
- 3. Date Summary Prepared: [807.92 (a)(1)] July 19, 2016
# 4. Device Names: [807.92 (a)(2)]
| Proprietary | MC1 Plus | | |
|-----------------------------------------------------------------------------|----------------------------------------------------------------------------------------------|----------|----------|
| Common | Diathermy, Ultrasonic, For Use in Applying Therapeutic Deep Heat<br>and Therapeutic Massager | | |
| Classification Name | Prod. Code | CFR | |
| Class II, Ultrasonic Diathermy For Use<br>In Applying Therapeutic Deep Heat | | IMI | 890.5300 |
| Class I, Massager, Therapeutic, Electric | ISA | 890.5660 | |
# 5. Reason for Submission of Special 510(k):
Change of User Interface and power output level to comply with IEC 60601-2-5 3td ed. standard
# 6. Modification to Existing Device (Predicate): [807.92 (a)(3)]
MC1 computerized body massager and ultrasound diathermy device K091615 (Cleared May 6, 2010)
# 7. Reason for Device Modification: [807.92 (d)]
To better the usability of the device using a wider display and a software with improved graphic. To provide a better maintenance, a more robust software solution and an easier scalability. To comply the user interface to the status of art, in particular to comply standard IEC 60601-2-5 3rd ed.
- 8. Device Description: [807.92 (a)(4)+(6)]
MC1 Plus is a computerized body massager and ultrasound diathermy system. The MC1 Plus is supplied with two handpieces: one ultrasonic handpiece with two 1 MHz transducers mounted on it and one handpiece for computerized body massager.
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# 9. Intended Use: [807.92 (a)(5)]
The MC1 Plus is indicated for:
- a) Therapeutic Massager:
- 1. Provides temporary relief of minor muscle aches and pains;
- 2. Relieves muscle spasms,
- 3. Temporarily improves local blood circulation:
- 4. Temporarily reduces the appearance of cellulite.
- b) Ultrasonic Diathermy:
- 1. relief of pain;
- 2. Muscle spasms;
- 3. Joint contractures;
- 4. NOT for the treatment of malignancies.
# 10. Industry Standards: [807.92 (d)]
General Project declares the conformance to the following standards:
AAMI/ANSI ES60601-1, Medical Electrical Equipment-Part 1: General Requirements for Safety, 3rd ed
IEC 60601-1-2, General requirements for safety - Collateral standard: Electromagnetic compatibility - Requirements and tests, 3td ed
IEC 62304, Medical Device Software - Software Life Cycle Processes
IEC 60601-2-5, Medical electrical equipment - Part 2-5: Particular requirements for the basic safety and essential performance of ultrasonic physiotherapy equipment, 3rd ed
# 11. Information Bearing on the Safety and Effectiveness
The General Project MC1 Plus has the same intended use as MC1 cleared device (K091615). There is no change in materials, classification or labeling. There is no change in the system of control of the device. There are no modifications that have the potential to alter the fundamental scientific technology. The only changes are in the Human Interface and the level of ultrasonic power output. These changes do not affect the safety or effectiveness of the device. Rather, the human interface changes improve the usability of the device using a wider display and a software with a improved graphic and furthermore provide a better maintenance, a more robust software solution and an easier scalability. The maximum ultrasonic power output (now 15 W with max intensity level of 3 W/cm², before 21 W with max intensity level of 7 W/cm²) has changed to comply IEC 60601-2-5 3rd ed. There are no additional characteristics known that should adversely affect the safety and effectiveness of this device. The results of design validation raise no new issues of safety and effectiveness.
# 12. COMPARISON of DESIGN, SAFETY and EFFECTIVENESS
| Parameters | Subject device K161502 | Predicate device K091615 | Rationale |
|---------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Manufacturer | General Project | General Project | Same |
| IFU | a. Therapeutic massager | a. Therapeutic massager | Same |
| | 1. Provides temporary relief | 1. Provides temporary relief | |
| | of minor muscle aches and | of minor muscle aches and | |
| | pains | pains | |
| | 2. Relieves muscle spasms | 2. Relieves muscle spasms | |
| | 3. Temporarily improves | 3. Temporarily improves | |
| | local blood circulation | local blood circulation | |
| | 4. Temporarily reduces the | 4. Temporarily reduces the | |
| | appearance of cellulite | appearance of cellulite | |
| | | | |
| | b) ultrasonic diathermy | b) ultrasonic diathermy | |
| | 1. Relief of pain | 1. Relief of pain | |
| | 2. Muscle spasms | 2. Muscle spasms | |
| | 3. Joint contractures | 3. Joint contractures | |
| | 4. Not for the treatment of | 4. Not for the treatment of | |
| | malignancies | malignancies | |
| Type | Ultrasound and vacuum | Ultrasound and vacuum | Same |
| | pressure massage | pressure massage | |
| Product code | IMI, ISA | IMI, ISA | Same |
| Preselected programs | Ultrasound handpiece: 24 | Ultrasound handpiece: 24 | Same |
| | programs | programs | |
| | Zonal massage handpiece: 6 | Zonal massage handpiece: 6 | |
| | programs | programs | |
| Protection grade | IP 20 | IP 20 | Same |
| Operating conditions | Temperature: 15 - 40 °C | Temperature: 15 - 40 °C | Same |
| | (59 - 104 °F) | (59 - 104 °F) | |
| | | | |
| | RH 65% maximum | RH 65% maximum | |
| | Max operative altitude: | Max operative altitude: 2000 | |
| | 2000 m (6500 ft) above sea | m (6500 ft) above sea level | |
| | level | | |
| Storage environmental | Temperature: 0 - 45 °C | Temperature: 0 - 45 °C | Same |
| conditions | (32 - 113°F) | (32 - 113 °F) | |
| | | | |
| | RH 80% max | RH 80% max | |
| Dimensions | 700 x 675 x h1740 mm (28" | 560 x 650 x h380 mm | Different, but does not |
| | x 26.6" x 68.5") with | (22"x25.6"x15") without | adversely impact safety |
| | articulated arm. | trolley | and effectiveness of the |
| | | | subject device |
| | | 560 x 650 x h1200 mm | |
| | | (22"x25.6"x47.2") with | |
| | | trolley | |
| Weight | 76 kg (167 lbs) with short | 55 kg (121.25 lbs) with | Different, but does not |
| | arm | trolley | adversely impact safety |
| | | | and effectiveness of the |
| | 78 kg (172 lbs) with | | subject device |
| | articulated arm | | |
| Material | Baydur, Aluminium, | Baydur, Aluminium, | Same |
| | SEBS/SEPS Thermoplastic | SEBS/SEPS Thermoplastic | |
| | Polymers | Polymers | |
| Zonal massage handpiece | | | |
| a. Max attainable | -55kPa | -55kPa | Same |
| vacuum | | | |
| b. Suction time | 200 - 300ms depending on | 200 - 300ms depending on | Same |
| | the selected program | the selected program | |
| c. Relax time | 500 - 1500ms depending on | 500 - 1500ms depending on | Same |
| | the selected program | the selected program | |
| d. Treatment time | 4 - 8 mins depending on the | 4 - 8 mins depending on the | Same |
| | selected program | selected program | |
| e. Dimensions of the | 42 mm | 42 mm | Same |
| massage head | | | |
| Ultrasound handpiece | | | |
| a. Applicator size | double applicator diameter<br>42 mm each<br><br>applicator area 13.8 cm²<br>each<br><br>total active surface 27.7cm² | double applicator diameter 42<br>mm each<br><br>applicator area 13.8 cm² each<br><br>total active surface 27.7cm² | Same |
| b. Crystal material | PZT | PZT | Same |
| c. Output mode | Continuous or pulsed<br>(sinusoidal wave mode) | Continuous or pulsed<br>(sinusoidal wave mode) | Same |
| d. Ultrasound frequency | 1 MHz (+ 20%) | 1 MHz (+ 20%) | Same |
| e. Modulated frequency | 20 - 60 kHz + 10% | 20 – 60 kHz + 10% | Same |
| f. Ultrasound intensity | 0.5 – 3W/cm² for each<br>transmitter in continuous<br>and modulated emission<br>mode | 1 - 7 W/cm² for each<br>transmitter in continuous<br>emission mode<br><br>1 - 5 W/cm² for each<br>transmitter in modulated<br>emission mode | Different but subject<br>device has reduced<br>intensity which does not<br>adversely impact safety<br>and effectiveness of the<br>subject device and<br>complies with IEC<br>60601-2-5 |
| g. BNR (Beam non-<br>uniformity ratio) | ≤ 4:1 | ≤ 4:1 | Same |
| h. ERA (Effective<br>Radiating Area) | 4.9 cm² | 3 cm² | Different but does not<br>adversely impact safety<br>and effectiveness of the<br>subject device and<br>complies with IEC<br>60601-2-5 |
| i. Duty cycle | N/A | N/A | N/A |
| j. Pulse duration | 50 – 8.33 µs | 50 – 8.33 µs | Same |
| k. Pulse frequency | 20 - 60 kHz | 20 – 60 kHz | Same |
| l. Treatment time | 5 – 8 mins depending on<br>selection, max activation<br>time 30 mins | 5 – 8 mins depending on<br>selection, max activation<br>time 30 mins | Same |
| m. Temporal max power<br>(if pulsed) (W) | 14.70 | 23.91 ± 20% | Different but subject<br>device has reduced<br>temporal max power<br>(when pulsed) which<br>does not adversely<br>impact safety and<br>effectiveness of the<br>subject device and<br>complies with IEC<br>60601-2-5 |
| n. Temporal max power<br>(if continuous) (W) | 14.60 | 20.55 ± 20% | Different but subject<br>device has reduced<br>temporal max power<br>(when continuous)<br>which does not<br>adversely impact safety<br>and effectiveness of the<br>subject device and<br>complies with IEC<br>60601-2-5 |
| o. Instantaneous peak<br>power | N/A | N/A | MC1 Plus ultrasound<br>emission modality<br>makes the instantaneous<br>peak power value<br>meaningless as it is |
| | | | |
| p. Temporal max<br>effective intensity<br>(W/cm2) | 3.00 | 7.97 | equal to the average<br>value and complies with<br>IEC 60601-2-5 |
| q. Temporal avg<br>effective intensity<br>(W/cm2) | 2.98 without modulation | 6.85 without modulation | The maximum emitted<br>power has been changed<br>from 7 W/cm2 to 3<br>W/cm2 and complies<br>with IEC 60601-2-5 |
| r. Max suction pressure | N/A | N/A | The average emitted<br>power has been changed<br>from 7 W/cm2 to 3<br>W/cm2 and complies<br>with IEC 60601-2-5 |
| r. Max suction pressure | N/A | N/A | These values are no<br>longer meaningful since |
| s. Suction time | N/A | N/A | the machine design had<br>been modified<br>eliminating the<br>vacuum suction from<br>the ultrasound<br>handpiece |
| t. Relax time | N/A | N/A | |
| Leakage current | | | |
| a. Ground leakage<br>current Normal<br>Condition (NC)<br>(<0.500 mA) | 0.085 | 0.065 | Similar |
| b. Ground leakage<br>current Single Fault<br>Condition (SFC)<br>(<1.0 mA) | 0.107 | 0.102 | Similar |
| c. Patient leakage current<br>NC DC<br>(<0.01 mA) | <0.001 | <0.001 | Same |
| d. Patient leakage current<br>NC AC<br>(<0.10 mA) | <0.01 | <0.001 | Patient leakage current<br>of subject device is 10x<br>higher but still under<br>the acceptable range as<br>per IEC 60601-1 and<br>does not adversely<br>affect the safety and<br>effectiveness of the<br>subject device |
| e. Patient leakage current<br>SFC DC<br>(<0.05 mA) | <0.001 | <0.001 | Same |
| f. Patient leakage current<br>SFC AC<br>(<0.50 mA) | <0.01 | <0.001 | Patient leakage current<br>of subject device is 10x<br>higher but still under<br>the acceptable range as<br>per IEC 60601-1 and<br>does not adversely<br>affect the safety and<br>effectiveness of the<br>subject device |
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# 13. Substantial Equivalence
The MC1 Plus is substantially equivalent to the MC1 cleared in K091615. The MC1 Plus has the same indications for use as the General Project MC1. Regarding technological characteristics, the MC1 Plus includes both massage and ultrasound
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diathermy handpieces as do the General Project MC1. The maximum ultrasound intensity has been reduced from 7 W/cm to 3 W/cm to comply standard IEC 60601-2-5 3"d ed; the maximum ultrasonic power output is 15 W, while in MC1 device was 21 W, the ERA is 4.9 cm2 instead of 3 cm2.
Differences between the MC1 Plus and the MC1 device were evaluated in performance and effectiveness testing and the MC1 Plus was found to be substantially equivalent to the MC1 device.
# 14. Performance Data
The MC1 Plus was tested and found to conform with AAMI/ANSI ES60601-1 for electrical safety, IEC 60601-1-2 for electromagnetic compatibility and IEC 60601-2-5 for electrical safety in ultrasonic physiotherapy equipment. The MC1 was found to conform with these same electrical safety standards. Performance data was presented which showed that the MC1 Plus performed similarly to the previously cleared MC1 in terms of tissue heating. Specifically, testing showed that the MC1 Plus increases tissue temperature as required for ultrasonic diathermy. The two 1 MHz ultrasound transducers can be considered equivalent to the MC1 in terms of heating tissue temperature to at least 40° C. These results are similar to those reported for the MC1.
#### 15. Conclusion
The MC1 Plus is substantially equivalent to the MC1 device in terms of indications for use, electrical safety testing and performance testing which indicated that the MC1 Plus and the MC1 were substantially equivalent in terms of tissue heating.
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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.