The SEJOY hCG One Step Pregnancy Test Strip is a rapid, one-step lateral flow immunoassay for the qualitative detection of human chorionic glycoprotein (hCG) in urine to aid in the early detection of pregnancy. The SEJOY hCG One Step Pregnancy Test Cassette is a rapid, one-step lateral flow immunoassay for the qualitative detection of human chorionic gonadotropin (hCG) in urine to aid in the early detection of pregnancy. The SEJOY hCG One Step Pregnancy Test Midstream is a rapid, one-step lateral flow immunoassay for the qualitative detection of human chorionic gonadotropin (hCG) in urine to aid in the early detection of pregnancy.
Device Story
Rapid, one-step lateral flow sandwich immunoassay for qualitative hCG detection in urine; aids early pregnancy detection. Formats: strip, cassette, midstream. Principle: monoclonal antibodies directed against alpha and beta hCG subunits; hCG in sample binds to form colored line at test zone ('T'); control zone ('C') confirms proper performance. User-operated (OTC): dip strip, add urine to cassette well, or urinate on/dip midstream absorbent tip. Visual result read at 3-5 minutes. Two lines (T and C) indicate positive; one line (C only) indicates negative; no C line indicates invalid. Benefits: provides rapid, accessible pregnancy screening for lay users.
Clinical Evidence
Bench testing included precision/reproducibility studies (n=270 per concentration/format), interference testing (exogenous/endogenous substances, pH, specific gravity, hook effect, beta-core fragment), and method comparison against predicate (n=150). Lay user study (n=440) demonstrated 100% agreement between lay user and professional results. No clinical sensitivity/specificity studies required for this qualitative immunoassay.
Technological Characteristics
Lateral flow sandwich immunoassay; monoclonal antibodies against alpha/beta hCG subunits. Cut-off: 25 mIU/mL. Formats: strip, cassette, midstream. Traceable to WHO 5th International Standard (NIBSC 07/364). No electronic components, software, or energy sources. Interference testing per CLSI EP07.
Indications for Use
Indicated for qualitative detection of hCG in urine to aid in early pregnancy detection. Intended for over-the-counter (OTC) use by lay users.
Regulatory Classification
Identification
A human chorionic gonadotropin (HCG) test system is a device intended for the early detection of pregnancy is intended to measure HCG, a placental hormone, in plasma or urine. A human chorionic goadotropin (HCG) test system is a device intended for any uses other than early detection of pregnancy (such as an aid in the diagnosis, prognosis, and management of treatment of persons with certain tumors or carcinomas) is intended to measure HCG, a placental hormone, in plasma or urine.
Predicate Devices
CLUNGENE HCG Pregnancy Rapid Test Cassette, CLUNGENE HCG Pregnancy Rapid Test Strip, CLUNGENE HCG Pregnancy Rapid Test Midstream (K193132)
Submission Summary (Full Text)
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FDA
U.S. FOOD & DRUG
ADMINISTRATION
# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY
ASSAY ONLY
## I Background Information:
A 510(k) Number
K212447
B Applicant
Hangzhou Sejoy Electronics & Instruments Co., Ltd.
C Proprietary and Established Names
SEJOY hCG One Step Pregnancy Test Strip, SEJOY hCG One Step Pregnancy Test Cassette, SEJOY hCG One Step Pregnancy Test Midstream
D Regulatory Information
| Product Code(s) | Classification | Regulation Section | Panel |
| --- | --- | --- | --- |
| LCX | Class II | 21 CFR 862.1155 - Human Chorionic Gonadotropin (HCG) Test System | CH - Clinical Chemistry |
## II Submission/Device Overview:
A Purpose for Submission: New Device
B Measurand: Human Chorionic Gonadotropin (hCG)
C Type of Test: Qualitative chromatographic immunoassay
## III Intended Use/Indications for Use:
A Intended Use(s): See Indications for Use below.
Food and Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993-0002
www.fda.gov
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B Indication(s) for Use:
The SEJOY hCG One Step Pregnancy Test Strip is a rapid, one-step lateral flow immunoassay for the qualitative detection of human chorionic gonadotropin (hCG) in urine to aid in the early detection of pregnancy.
The SEJOY hCG One Step Pregnancy Test Cassette is a rapid, one-step lateral flow immunoassay for the qualitative detection of human chorionic gonadotropin (hCG) in urine to aid in the early detection of pregnancy.
The SEJOY hCG One Step Pregnancy Test Midstream is a rapid, one-step lateral flow immunoassay for the qualitative detection of human chorionic gonadotropin (hCG) in urine to aid in the early detection of pregnancy.
C Special Conditions for Use Statement(s):
OTC - Over The Counter
D Special Instrument Requirements:
None.
IV Device/System Characteristics:
1. Device Description:
The SEJOY hCG One Step Pregnancy test will be sold in three formats: strip, cassette, and midstream. Each format is qualitative lateral flow immunoassay for the detection of hCG in human urine samples, as an aid in the detection of pregnancy. The SEJOY hCG One Step Pregnancy Test Strip and SEJOY hCG One Step Pregnancy Test Midstream formats consist of one test device sealed in a desiccated aluminum pouch and a package insert. The SEJOY hCG One Step Pregnancy Test Cassette format consists of one test device, a disposable plastic dropper, and a package insert.
2. Principle of Operation:
The SEJOY hCG One Step Pregnancy Test (strip/cassette/midstream) is a lateral flow sandwich immunoassay employing monoclonal antibodies that are specifically directed against the alpha and beta subunits of hCG. To use the test, the user either dips the device in the urine specimen (strip format), adds the urine specimen to the specimen well (cassette format), or urinates on the absorbent tip or immerses the absorbent tip in urine (midstream format). If hCG is present in the sample, it will reach the test zone ("T") of the membrane and form a colored line. When the test is performed properly, a colored line will always appear in the control zone ("C"). The test result is shown in the result window and read visually between 3 and 5 minutes of urine application. Two distinct colored lines, one in the test region and another in the control line region indicate a positive test result (pregnant). Absence of a colored line in the test region and only a colored line in the control line indicates a negative test result (not pregnant). Absence of a colored line in the control line even in the presence of a colored line in the test line region indicates an invalid test result.
K212447 - Page 2 of 9
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V Substantial Equivalence Information:
A Predicate Device Name(s):
CLUNGENE HCG Pregnancy Rapid Test Cassette, CLUNGENE HCG Pregnancy Rapid Test Strip, CLUNGENE HCG Pregnancy Rapid Test Midstream
B Predicate 510(k) Number(s):
K193132
C Comparison with Predicate(s):
| Device & Predicate Device(s): | K212447 | K193132 |
| --- | --- | --- |
| Device Trade Name | SEJOY hCG One Step Pregnancy Test Strip, SEJOY hCG One Step Pregnancy Test Cassette, SEJOY hCG One Step Pregnancy Test Midstream | CLUNGENE HCG Pregnancy Rapid Test Cassette, CLUNGENE HCG Pregnancy Rapid Test Strip, CLUNGENE HCG Pregnancy Rapid Test Midstream |
| General Device Characteristic Similarities | | |
| Intended Use/Indications For Use | Aid in the early detection of pregnancy | Same |
| Type of use | Over the counter use | Same |
| Methodology | Chromatographic immunoassay | Same |
| Specimen type | Urine | Same |
| Assay cut-off | 25 mIU/mL | Same |
| Device format | Strip, Cassette, Midstream | Same |
| General Device Characteristic Differences | | |
| Reading Time | 3-5 minutes | 3 minutes |
VI Standards/Guidance Documents Referenced:
- CLSI EP07 3rd Edition, Interference Testing in Clinical Chemistry.
K212447 - Page 3 of 9
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VII Performance Characteristics (if/when applicable):
A Analytical Performance:
1. Precision/Reproducibility:
A precision study was performed using negative urine samples spiked with hCG to obtain samples with hCG concentrations of 0, 12.5, 18.75, 22.5, 25, 50, 100 and 200 mIU/mL. Tests were performed by three different operators for each sample concentration in 2 runs per day for 15 days using 3 lots of each device format (strip, cassette, midstream). The device cutoff is 25 mIU/mL hCG. The results are summarized in the tables below:
Strip Format
| hCG Concentration (mIU/mL) | Lot 1 | | Lot 2 | | Lot 3 | | Combined lots | | % Negative | % Positive |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | + | - | + | - | + | - | + | - | | |
| 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 | 0 |
| 12.5 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 | 0 |
| 18.75 | 74 | 16 | 73 | 17 | 72 | 18 | 219 | 51 | 81.1 | 18.9 |
| 22.5 | 51 | 39 | 48 | 42 | 40 | 50 | 139 | 131 | 51.5 | 48.5 |
| 25 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
| 50 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
| 100 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
| 200 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
Cassette Format
| hCG Concentration (mIU/mL) | Lot 1 | | Lot 2 | | Lot 3 | | Combined lots | | % Negative | % Positive |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | + | - | + | - | + | - | + | - | | |
| 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100.0 | 0.0 |
| 12.5 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100.0 | 0.0 |
| 18.75 | 70 | 20 | 75 | 15 | 73 | 17 | 218 | 52 | 80.7 | 19.3 |
| 22.5 | 50 | 40 | 44 | 46 | 44 | 46 | 138 | 132 | 51.1 | 48.9 |
| 25 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0.0 | 100.0 |
| 50 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0.0 | 100.0 |
| 100 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0.0 | 100.0 |
| 200 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0.0 | 100.0 |
Midstream Format
| hCG Concentration (mIU/mL) | Lot 1 | | Lot 2 | | Lot 3 | | Combined lots | | % Negative | % Positive |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | + | - | + | - | + | - | + | - | | |
| 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 | 0 |
| 12.5 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 | 0 |
| 18.75 | 76 | 14 | 74 | 16 | 72 | 18 | 222 | 48 | 82.2 | 17.8 |
| 22.5 | 46 | 44 | 46 | 44 | 49 | 41 | 141 | 129 | 52.2 | 47.8 |
| 25 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
| 50 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
K212447 - Page 4 of 9
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K212447 - Page 5 of 9
| hCG Concentration (mIU/mL) | Lot 1 | | Lot 2 | | Lot 3 | | Combined lots | | % Negative | % Positive |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| | + | - | + | - | + | - | + | - | | |
| 100 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
| 200 | 0 | 90 | 0 | 90 | 0 | 90 | 0 | 270 | 0 | 100 |
2. Linearity:
Linearity is not applicable since this is a qualitative test.
3. Analytical Specificity/Interference:
Interference from exogenous and endogenous substances
To evaluate the potential for interference by certain exogenous and endogenous compounds, each interferent was prepared by diluting stock interferent material to the desired concentration. Negative and positive female urine samples containing 0 and 25 mIU/mL hCG, respectively, were spiked with the compounds to obtain the desired test concentration. The samples were tested using 3 lots of each device format (strip, cassette, midstream). The results demonstrated no interference from exogenous compounds at the following concentrations for both negative and positive hCG urine samples.
| Analyte | Concentration |
| --- | --- |
| Acetaminophen | 20 mg/dL |
| Acetoacetic Acid | 2000 mg/dL |
| Ascorbic Acid | 20 mg/dL |
| β-hydroxybutyrate | 2000 mg/dL |
| Caffeine | 20 mg/dL |
| Ephedrine | 20 mg/dL |
| Gentisic Acid | 20 mg/dL |
| Phenylpropanolamine | 20 mg/dL |
| Salicylic Acid | 20 mg/dL |
| Phenothiazine | 20 mg/dL |
| EDTA | 80 mg/dL |
| Acetylsalicylic Acid | 20 mg/dL |
| Benzoylecgonine | 10 mg/dL |
| Cannabinol | 10 mg/dL |
| Codeine | 6 μg/dL |
| Ethanol | 1.00% |
| Methanol | 10% |
| Albumin | 2000 mg/dL |
| Glucose | 2000 mg/dL |
| Bilirubin | 2 mg/mL |
| Atropine | 20 mg/dL |
| Estriol-17-beta | 1400 μg/dL |
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| Analyte | Concentration |
| --- | --- |
| Hemoglobin | 500 mg/dL |
| Pregnanediol | 1500 μg/dL |
| Thiophene | 20 mg/dL |
| Ampicillin | 20 mg/dL |
| Tetracycline | 20 mg/dL |
| Ketone | 20 mg/dL |
## Cross-reactivity of structurally-related compounds
To evaluate specificity and cross-reactivity, negative (0 mIU/mL hCG) and positive female urine samples (25 mIU/mL hCG) were spiked with various concentrations of glycoprotein hormones, including LH (500 mIU/mL), FSH (1000 mIU/mL) and TSH (1 mIU/mL). The samples were tested using 3 lots of each device format (strip, cassette, midstream). The results showed that there is no interference at 500 mIU/mL LH, 1000 mIU/mL FSH, and 1 mIU/mL TSH for both negative and positive urine samples.
## Effect of urine pH
To evaluate potential interference from changes in pH, urine samples containing 0 mIU/mL, 10 mIU/mL, and 25 mIU/mL hCG were tested at pH values of 4, 5, 6, 7, 8 and 9. The samples were tested on all three device formats (strip, cassette, midstream). The results demonstrated that urine samples within the pH range of 4.0 to 9.0 do not interfere with either positive or negative results from the device.
## Effect of urine Specific Gravity
To evaluate potential interference from changes in specific gravity, urine samples containing 0, 12.5 and 25 mIU/mL hCG were adjusted to specific gravities of 1.000, 1.012, 1.020, 1.030, 1.037 and tested using the candidate device. The samples were tested on all three device formats (strip, cassette, midstream). The results demonstrated that samples within the specific gravity range of 1.000 to 1.037 do not interfere with either positive or negative results from the device.
## High dose hook effect study
Negative urine samples were spiked with varying hCG concentrations (25, 100, 1,000, 10,000, 100,000, 150,000, 500,000, 1,000,000, and 2,000,000 mIU/mL) using 3 lots of each device format (strip, cassette, midstream). The results showed no hook effect up to 2,000,000 mIU/mL hCG.
## Effect of hCG β-core fragment
To evaluate potential interference from hCG β-core fragment, negative and positive urine samples containing 0 and 25 mIU/mL hCG were spiked with 2,000,000 pmol/L hCG β-core fragment. The samples were tested using 3 lots of each device format (strip, cassette, midstream). The results demonstrated that there is no interference at 2,000,000 pmol/L hCG-β-core fragment in either negative or positive urine samples.
## 4. Assay Reportable Range:
Not applicable.
K212447 - Page 6 of 9
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5. Traceability, Stability, Expected Values (Controls, Calibrators, or Methods):
The SEJOY hCG One Step Pregnancy Test Strip, SEJOY hCG One Step Pregnancy Test Cassette, and SEJOY hCG One Step Pregnancy Test Midstream are traceable to the World Health Organization (WHO) 5th International Standard (IS) for hCG (NIBSC code 07/364).
6. Detection Limit:
Refer to the Precision and Reproducibility section VII.A.1 above.
7. Assay Cut-Off:
The cut-off of the SEJOY hCG One Step Pregnancy Test Strip, SEJOY hCG One Step Pregnancy Test Cassette, SEJOY hCG One Step Pregnancy Test Midstream is 25mIU/mL hCG. Refer to the Precision and Reproducibility section VII.A.1 above.
B Comparison Studies:
1. Method Comparison with Predicate Device:
a) The performance of the three device formats (strip, cassette, midstream) of the SEJOY hCG One Step Pregnancy test was compared to the predicate device. Testing was performed by laboratory professionals at three point-of-care (POC) sites with urine samples from 150 women between the ages of 18 to 60. About half of the women were suspected to be pregnant. All samples were masked and randomized prior to testing using each device format (strip, cassette, midstream). The data show that the agreement of the SEJOY hCG One Step Pregnancy Test (strip, cassette, and midstream) with the predicate device was 100%.
Strip format
| Product | Predicate device | | |
| --- | --- | --- | --- |
| | | Negative | Positive |
| SEJOY hCG One Step Pregnancy Test Strip | Negative | 72 | 0 |
| | Positive | 0 | 78 |
Cassette format
| Product | Predicate device | | |
| --- | --- | --- | --- |
| | | Negative | Positive |
| SEJOY hCG One Step Pregnancy Test Cassette | Negative | 72 | 0 |
| | Positive | 0 | 78 |
Midstream format (dip method)
| Product | Predicate device | | |
| --- | --- | --- | --- |
| | | Negative | Positive |
| SEJOY hCG One Step Pregnancy Test Midstream | Negative | 72 | 0 |
| | Positive | 0 | 78 |
b) The performance of the SEJOY hCG One Step Pregnancy Test Midstream, using the dip method and simulated stream methods, was compared to the predicate device. Testing was performed by laboratory professionals at three POC sites with urine samples from 135 women between the ages of 18 to 60. About half of the women were suspected to be pregnant. All samples were masked and randomized prior to testing using the dip method
K212447 - Page 7 of 9
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and simulated stream method for midstream format. The data show that the agreement of hCG Test Midstream with the predicate device was 100%.
Midstream format (dip method):
| Product | Predicate device | | |
| --- | --- | --- | --- |
| | | Negative | Positive |
| SEJOY hCG One Step Pregnancy Test Midstream | Negative | 72 | 0 |
| | Positive | 0 | 63 |
Midstream format (simulated stream method):
| Product | Predicate device | | |
| --- | --- | --- | --- |
| | | Negative | Positive |
| SEJOY hCG One Step Pregnancy Test Midstream | Negative | 72 | 0 |
| | Positive | 0 | 63 |
2. Matrix Comparison:
Not Applicable. The device is intended for urine samples only.
C Clinical Studies:
1. Clinical Sensitivity:
Not applicable.
2. Clinical Specificity:
Not applicable.
3. Other Clinical Supportive Data (When 1. and 2. Are Not Applicable):
Lay user study
A total of 440 lay users with varying ages and educational backgrounds were recruited at three sites. At each testing site, 110 lay users tested their own urine sample using one test method (strip, cassette, midstream (stream method), or midstream (dip method)) according to the package insert, provided a sample for professional testing, and took a questionnaire regarding their experience with the candidate device. The questionnaire results indicated that lay users found the test easy to use, the results clear and easy to read, and the instructions for use easy to understand. The data show that the agreement between lay user results and professional results was 100%.
Strip format
| SEJOY hCG One Step Pregnancy Test Strip | Professional | | |
| --- | --- | --- | --- |
| | | Positive | Negative |
| Lay person | Positive | 46 | 0 |
| | Negative | 0 | 64 |
K212447 - Page 8 of 9
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K212447 - Page 9 of 9
Cassette format
| SEJOY hCG One Step
Pregnancy Test Cassette | Professional | | |
| --- | --- | --- | --- |
| | | Positive | Negative |
| Lay person | Positive | 44 | 0 |
| | Negative | 0 | 66 |
Midstream format (dip method):
| SEJOY hCG One Step
Pregnancy Test Midstream | Professional | | |
| --- | --- | --- | --- |
| | | Positive | Negative |
| Lay person | Positive | 42 | 0 |
| | Negative | 0 | 68 |
Midstream format (simulated stream method):
| SEJOY hCG One Step
Pregnancy Test Midstream | Professional | | |
| --- | --- | --- | --- |
| | | Positive | Negative |
| Lay person | Positive | 45 | 0 |
| | Negative | 0 | 65 |
D Clinical Cut-Off:
Not applicable.
E Expected Values/Reference Range:
Not applicable.
VIII Proposed Labeling:
The labeling supports the finding of substantial equivalence for this device.
IX Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
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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.
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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
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Reading rule for every project: how many summaries do you read in full?
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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.
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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.
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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.