K150461 · Nova Biomedical Corporation · PZI · May 20, 2015 · Clinical Chemistry
Device Facts
Record ID
K150461
Device Name
StatStrip Xpress Glucose Hospital Meter System
Applicant
Nova Biomedical Corporation
Product Code
PZI · Clinical Chemistry
Decision Date
May 20, 2015
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 862.1345
Device Class
Class 2
Attributes
Pediatric
Indications for Use
The StatStrip Xpress Glucose Hospital Meter System is intended for point-of-care, in vitro diagnostic, multiple-patient use for the quantitative determination of glucose in capillary finger stick, venous whole blood, arterial whole blood, neonate arterial whole blood and neonate heel stick specimens. The StatStrip Xpress Glucose Hospital Meter System is also intended for use in the quantitative determination of glucose in venous whole blood, arterial whole blood, neonatal arterial whole blood samples throughout all hospital and all professional healthcare settings. The system should only be used with single-use, auto-disabling lancing devices when performing a capillary finger stick or neonate heel stick. It is not intended for use with neonate cord blood specimens. It is not intended for the screening or diagnosis of diabetes mellitus but is indicated for use in determining dysglycemia.
Device Story
Handheld point-of-care meter for quantitative glucose measurement in hospitalized patients; uses disposable test strips with glucose oxidase reagent. Blood sample applied to strip via capillary action; electrochemical biosensor measures current proportional to glucose concentration. Meter displays result in mg/dL. Operated by healthcare professionals in clinical settings. No network connectivity; stores 400 results. Provides rapid glucose values to assist in clinical decision-making for dysglycemia management. Benefits include immediate bedside testing across diverse blood sample types (venous, arterial, capillary, neonatal).
Clinical Evidence
Clinical study (k132121) evaluated 1698 patients across 5 hospitals, assessing interference from >250 medical conditions and 8000 medications; no interference identified. CLIA waiver reanalysis confirmed 98.1% of arterial/venous results fell within Allowable Total Error (ATE) zones; zero results in Limits of Erroneous Results (LER) zone.
Technological Characteristics
Electrochemical biosensor; Glucose Oxidase (Aspergillus sp.) reagent. Hand-held form factor with LCD and 3-button interface. Powered by 3V DC lithium coin cell. Measuring range 10-600 mg/dL; hematocrit range 20-65%. Sample size 1.2 µL. Non-volatile data storage for 400 records. No barcode scanner. Connectivity: standalone.
Indications for Use
Indicated for quantitative glucose determination in capillary finger stick, venous whole blood, arterial whole blood, neonate arterial whole blood, and neonate heel stick specimens in all hospital and professional healthcare settings. Contraindicated for neonate cord blood. Not for diabetes screening/diagnosis. Capillary samples contraindicated in patients with severe hypotension, shock, hyperosmolar-hyperglycemia, or severe dehydration.
Regulatory Classification
Identification
A glucose test system is a device intended to measure glucose quantitatively in blood and other body fluids. Glucose measurements are used in the diagnosis and treatment of carbohydrate metabolism disorders including diabetes mellitus, neonatal hypoglycemia, and idiopathic hypoglycemia, and of pancreatic islet cell carcinoma.
Special Controls
*Classification.* Class II (special controls). The device, when it is solely intended for use as a drink to test glucose tolerance, is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 862.9.
Predicate Devices
StatStrip Glucose Hospital Meter System (k132121)
Reference Devices
StatStrip Xpress Glucose Hospital Meter System (k070960)
StatStrip Glucose Hospital Meter System (k060345)
StatStrip Glucose Hospital Meter System (k063821)
Submission Summary (Full Text)
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# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY ASSAY AND INSTRUMENT COMBINATION TEMPLATE
A. 510(k) Number:
k150461
B. Purpose for Submission:
Modified device to expand the indications for use of venous and arterial blood samples for use in all hospitalized patients.
C. Measurand:
Glucose in fresh capillary whole blood from the fingertip, venous whole blood, arterial whole blood, neonatal heelstick blood and neonatal arterial whole blood
D. Type of Test:
Quantitative amperometric assay, glucose oxidase
E. Applicant:
Nova Biomedical Corporation
F. Proprietary and Established Names:
StatStrip Xpress Glucose Hospital Meter System
G. Regulatory Information:
1. Regulation section:
21CFR 862.1345, Glucose test system
2. Classification:
Class II
3. Product code:
CGA, Glucose Oxidase, Glucose
4. Panel:
Clinical Chemistry, CH (75)
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H. Intended Use:
1. Intended use(s):
See indication(s) for use below.
2. Indication(s) for use:
The StatStrip Xpress Glucose Hospital Meter System is intended for point-of-care, in vitro diagnostic, multiple patient use for the quantitative determination of glucose in capillary finger stick, venous whole blood, arterial whole blood, neonate arterial whole blood, and neonate heel stick specimens.
The StatStrip Xpress Glucose Hospital Meter System is also intended for use in the quantitative determination of glucose in venous whole blood, arterial whole blood, neonatal heel stick and neonatal arterial whole blood samples throughout all hospital and all professional healthcare settings.
The system should only be used with single-use, auto-disabling lancing devices when performing a capillary finger stick or neonate heel stick.
It is not intended for use with neonate cord blood specimens.
It is not intended for the screening or diagnosis of diabetes mellitus but is indicated for use in determining dysglycemia.
3. Special conditions for use statement(s):
For prescription use only
For in vitro diagnostic use only
Capillary whole blood specimens (e.g. obtained by fingerstick) should not be used in patients receiving intensive medical intervention/therapy because of the potential for preanalytical collection error and specifically in patients with decreased peripheral blood flow, as it may not reflect the true physiological state. Examples include, but are not limited to, severe hypotension, shock, hyperosmolar-hyperglycemia (with or without ketosis) and severe dehydration.
The system has not been evaluated for use with neonate venous blood.
Temperature and humidity extremes - Test results may be inaccurate when test strips are stored outside of the storage and handling conditions.
Use of the system outside of traditional healthcare settings (e.g., ambulance services) is limited to the following ambient temperature range: 59-104°F (15- 40°C). Outside of this
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range, the system will generate an E-2 Temperature Error code and a blood glucose result will not be obtained.
Altitudes above 15,000 feet (4500 meters) above sea level have not been evaluated.
Specimens - Only fresh whole blood or whole blood collected in lithium heparin collection devices should be used for arterial and venous specimens.
Fluoride, EDTA, Sodium, and Ammonium blood collection devices should not be used.
Use only whole blood. Do not use serum or plasma.
Should only be used with single-use, auto-disabling lancing devices
4. Special instrument requirements:
StatStrip Express Glucose Hospital Meter
I. Device Description:
The Nova Biomedical StatStrip Xpress Glucose Hospital Meter System consists of a hand held StatStrip Xpress Glucose Hospital Meter, StatStrip Glucose Hospital Meter Test Strips, StatStrip Glucose Control Solutions (Levels 1, 2, 3, sold separately), StatStrip Glucose Linearity Kit solutions (Levels 1, 2, 3, 4, 5, sold separately) and Instructions for Use Manual. The test strip contains a reagent (glucose oxidase) that reacts with the glucose in the test sample. The sample is applied to a reagent test strip, which is then analyzed with the meter. The test strip contains glucose oxidase and glucose dehydrogenase, which reacts with the glucose in the test sample. The reaction produces an electrical current which is proportional to the amount of glucose in the sample, and the electrical current is detected by the meter and displayed to the user as a glucose value.
Each StatStrip Glucose Hospital Meter Test Strip contains glucose oxidase (Aspergillus sp.) >1.0 IU, mediator and buffer >20 µg, and other nonreactive substances.
Three levels of control solutions (Level 1, Level 2, Level 3) and five levels of linearity solutions (Level 1, Level 2, Level 3, Level 4, Level 5) are available for use with the StatStrip Xpress Glucose Hospital Meter System and were previously cleared in k060345.
J. Substantial Equivalence Information:
1. Predicate device name(s):
StatStrip Glucose Hospital Meter System
2. Predicate 510(k) number(s):
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k132121
# 3. Comparison with predicate:
| Similarities | | |
| --- | --- | --- |
| Item | Predicate Device: StatStrip Glucose Hospital Meter System (k132121) | Candidate Device: StatStrip Xpress Glucose Hospital Meter System |
| Indications for Use | For the quantitative determination of glucose in capillary finger stick, venous whole blood, arterial whole blood, neonate arterial whole blood and neonate heel stick specimens. Also for the quantitative determination of glucose in venous whole blood, arterial whole blood, neonatal heel stick, and neonatal arterial whole blood throughout all hospital and all professional healthcare settings. | Same |
| Enzyme | Glucose Oxidase | Same |
| Operating Principle | Electrochemical biosensor, amperometric | Same |
| Sample type | Capillary whole blood (finger stick), venous whole blood, arterial whole blood, neonate heel stick, and neonate arterial whole blood. Venous whole blood, arterial whole blood, neonatal heel stick, and neonatal arterial whole blood samples throughout all hospital and all professional | Same |
| Measuring range | 10-600 mg/dL | Same |
| Hematocrit range | 20-65% | Same |
| Reported output | mg/dL | Same |
| Minimal Sample Volume | 1.2μL | Same |
| Time to Result | ~ 6 seconds | Same |
| Calibration | Automatic, no Calibration Code | Same |
| Quality Control | 3 levels | Same |
| Linearity | 5 levels | Same |
| Handheld? | Yes | Same |
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| Differences | | |
| --- | --- | --- |
| Item | Predicate Device StatStrip Glucose Hospital Meter (k132121) | Candidate Device |
| Data storage | 1000 patient and 200 QC test results | 400 test results |
| Barcode | Yes | No |
| Power source | Rechargeable 3.7 volt Lithium battery | Disposable 3v DC Li coin cell battery |
| Dimensions | 6.0x3.25x1.8 in (153x82.5x46 mm) | 3.6x2.3x0.9 in (91.4x58.4x22.9 mm) |
| Weight | 0.6 lb (266 grams) | 0.17 lb (75grams) |
| Network Connectivity | Yes (via docking station) | No |
## K. Standard/Guidance Document Referenced (if applicable):
None.
## L. Test Principle:
The Nova StatStrip Xpress Glucose Hospital Meter System measures glucose levels using disposable test strips and a handheld meter. The test principle is based on electrochemical biosensor technology and capillary action. Blood is applied to the reagent portion of a test strip via capillary action. The system quantitatively measure blood glucose levels using glucose oxidase enzyme chemistry. The electrons generated during a reaction in the reagent portion of the test strip are transferred from the blood to test strip electrodes. The magnitude of the resultant current in the test strip electrodes is proportional to the concentration of glucose in the specimen and the signal is converted into a readout displayed on the meter.
## M. Performance Characteristics (if/when applicable):
The StatStrip Xpress Glucose Hospital Meter System that is the subject of this submission is identical to the device cleared in k070960. Performance of the StatStrip Xpress Glucose Hospital Meter System cleared in k070960 was established in k060345 and k063821. The StatStrip Xpress Glucose Hospital Meter System uses identical technology, software measurement algorithm, user workflow, test strips, quality control, and linearity solution as the predicate device, the StatStrip Glucose Hospital Meter System (originally cleared in k060345 and modified in k063821 and k132121). This submission was for the expansion of the intended use population for the StatStrip Xpress Glucose Hospital Meter System to add the use of venous whole blood, arterial whole blood, neonatal heel stick and neonatal arterial whole blood samples throughout all hospital and all professional healthcare settings.
### 1. Analytical performance:
a. Precision/Reproducibility:
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Within-run and intermediate precision were established in k060345.
b. Linearity/assay reportable range:
Linearity and reportable range were established in k063821.
c. Traceability, Stability, Expected values (controls, calibrators, or methods):
Traceability
Traceability is as described in k060345.
Stability and Expected Values
Test Strips: Stability protocols for the test strips were evaluated in k060345. The claimed closed-vial stability is 24 months at 33-86°F and 10-90% RH. The claimed open-vial stability is 180 days when stored at the recommended storage temperatures 33-86°F and 10-90% RH or until the expiration date printed on the label, whichever comes first. The labeling instructs the users not to freeze the test strips.
Control Solutions: The three control solutions compatible for use with the current device (StatStrip Glucose Control Solutions: Levels 1-3) were previously cleared, and stability and value assignment was established in k060345. The ranges for each control solution are provided on the test strip vial label.
Linearity Solutions: The five linearity solutions compatible for use with the current device (StatStrip Glucose Linearity Solutions, Levels 1-5) were previously cleared, and stability and value assignment protocols were reviewed and determined to be adequate in k060345. The ranges for each linearity solution are provided on the linearity solution vial label.
d. Detection limit:
The reportable range for the StatStrip Xpress Glucose Hospital Meter System is 10 to 600 mg/dL. This range was verified by a linearity study and established in k063821. The meter displays "LO" with glucose values below 10mg/dL, and "HI" with glucose values over 600 mg/dL.
e. Analytical specificity:
Potential interference from some common endogenous and exogenous substances was established in k060345. Additional interference testing to support the use of the StatStrip Xpress Glucose Hospital Meter System throughout all hospital and all professional healthcare settings was established in k132121. Potentially interfering substances in the intended use population were also evaluated in a clinical study as part of k132121 (see also Clinical Studies, section M.3.c., below).
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f. Assay cut-off:
Not applicable
2. Comparison studies:
a. Method comparison with predicate device:
Performance for venous whole blood, arterial whole blood and capillary finger stick samples was established in k060345. Performance for neonatal heelstick and neonatal arterial whole blood samples was established in k063821.
b. Matrix comparison:
Not applicable.
3. Clinical studies:
a. Clinical Sensitivity:
Not applicable.
b. Clinical specificity:
Not applicable.
c. Other clinical supportive data (when a. and b. are not applicable):
The performance of the StatStrip Xpress Glucose Hospital Meter System in hospitalized patients—including potential interference from medications and medical conditions—was established in k132121, in a clinical study performed with 1698 patients throughout 5 hospitals. This study evaluated potential interfering effects of over 250 medical condition subclasses and 8000 medications. No specific medical conditions or medications were determined to have an interfering effect on the device.
CLIA WAIVER
The StatStrip Xpress Glucose Hospital Meter System previously obtained CLIA WAIVER by application on October 30, 2009. Studies performed to support CLIA waiver for this device were reanalyzed to evaluate whether the data would meet new and clinically appropriate Limits of Erroneous Results (LER) and Allowable Total Error (ATE) for the sponsor's new intended use population (all hospitalized patients). The analysis demonstrates that the previous CLIA Waived studies in venous and arterial whole blood meet appropriate waiver standards for hospitalized patients. The percentage of arterial and venous data over the entire measurement range that falls
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within the ATE zone is 98.1%. None of the results for any sample type were in the LER zone.
Therefore, the sponsor’s CLIA waived status is extended to cover the new intended use claims cleared in this current submission.
4. Clinical cut-off:
Not applicable.
5. Expected values/Reference range:
The sponsor included the following Expected Values from the literature¹ for normal glucose levels in their test strip labeling:
The normal adult fasting blood glucose range for a non-diabetic person is less than 100 mg/dL (5.55 mmol/L) and less than 140 mg/dL (7.77 mmol/L) 1-2 hours after meals.
¹ American Diabetes Association. Diagnosis and Classification of Diabetes Mellitus. Diabetes Care, Volume 38, Supplement 1, January 2015.
N. Instrument Name:
StatStrip Xpress Glucose Hospital Meter System
O. System Descriptions:
1. Modes of Operation:
Each test strip is single use and must be replaced with a new strip for additional readings.
Does the applicant’s device contain the ability to transmit data to a computer, webserver, or mobile device?
Yes ☐ X ☐ or No ☐
Does the applicant’s device transmit data to a computer, webserver, or mobile device using wireless transmission?
Yes ☐ or No ☐ X ☐
2. Software:
Software documentation was reviewed and found to be adequate in k070960. No changes were made to the software in this submission.
3. Specimen Identification:
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There is no sample identification function with this device. Samples are applied directly to the test strip as they are collected. The StatStrip Xpress Glucose Hospital Meter stores up to 400 patient test results.
4. Specimen Sampling and Handling:
The glucose test is intended to be used with capillary fingerstick whole blood, arterial whole blood, venous whole blood, neonatal heel stick and neonatal arterial whole blood. The blood sample is applied directly to the test strip by capillary action.
5. Calibration:
No user-entered coding or calibration is required for this device.
6. Quality Control:
Three levels of aqueous ready to use glucose control solutions are available with this system (Level 1, Level 2, and Level 3). Control solution testing can be performed by testing a Control Solution sample with the System and marking the test as a Control Solution test using buttons on the meter. Recommendations on when to test the control materials are provided in the labeling. An acceptable range for each control level is printed on the vial label of the control being used.
P. Other Supportive Instrument Performance Characteristics Data Not Covered In The "Performance Characteristics" Section above:
1. Hematocrit Study: As established in k060345 and k063821 to support the claimed hematocrit range of 20-65%.
2. Altitude study: As established in k060345 to support the use of the device up to 15,000 ft.
3. Temperature and humidity studies: As established in k060345 to support the claimed operating condition range of 59°F -104°F and 10-90% relative humidity.
4. Sample Volume Studies: As established in k060345 to support the claimed minimal sample volume of 1.2μl.
5. Infection Control Studies: The StatStrip Xpress Glucose Hospital Meter System is intended for multiple-patient use. Disinfection efficacy studies were performed on the external materials of the meter by an outside commercial testing service and demonstrated complete inactivation of live Hepatitis B virus with Clorox Germicidal Wipes, EPA registration # 67619-12). The sponsor also demonstrated that there was no change in performance or in the external materials of the meter after 10,950 cleaning and disinfection cycles (one cycle includes one cleaning wipe plus one disinfecting wipe) to simulate 3 years of device use. Labeling was reviewed for adequate instructions for the validated cleaning and disinfection procedures.
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6. Software: Software documentation was reviewed and demonstrated that the device was developed under appropriate software lifecycle processes.
7. Electromagnetic Compatibility (EMC) testing: Certificates of Electromagnetic Compatibility (EMC) as established in k060345.
8. Technical Support is available by calling 1-800-545-6682.
Q. Proposed Labeling:
The labeling is sufficient and it satisfies the requirements of 21 CFR Part 809.10.
R. Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
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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.