The intended use of the Orthobond Mariner Pedicle Screw System in a posterior or anterolateral approach is to provide immobilization and stabilization of spinal segments in skeletally mature patients as an adjunct to fusion in the treatment of the following acute and chronic instabilities or deformities of the thoracic, lumbar, and sacral spine. The indications for use are as follows: - Degenerative disc disease (DDD) as defined by back pain of discogenic origin with degeneration of the disc confirmed by patient history and radiographic studies, - Spondylolisthesis. - Trauma (i.e., fracture or dislocation), - Spinal stenosis. - Deformities or curvatures (i.e., scoliosis, kyphosis, and/or lordosis), - Spinal tumor. - Pseudarthrosis, and/or - Failed previous fusion. The Orthobond coating is intended to reduce bacterial contamination prior to implantation resulting from deposition in the operating room on the surface of the device. The clinical impact associated with the Orthobond coating, including prevention of infection or reduction of infection risk in patients, has not been evaluated in human clinical trials. The Orthobond coating is not intended to treat existing infections and does not act within or on the body.
Device Story
Rigid metallic pedicle screw system; provides spinal immobilization/stabilization; adjunct to fusion. Features quaternary ammonium compound coating covalently bonded to surface; intended to reduce microbial contamination on device surface prior to implantation; does not act within or on body; not for treating existing infections. Used in OR by surgeons; posterior or anterolateral approach. Coating reduces bacterial deposition during surgery; clinical impact on infection prevention not evaluated in human trials.
Clinical Evidence
No human clinical data. Evidence includes bench testing (static/dynamic compression bending, static torsion per ASTM F1717) and a 26-week ovine study. Ovine study evaluated systemic toxicity (ISO 10993-11) and local implantation (ISO 10993-6), showing no systemic toxicological effects and minimal local tissue reactivity. Fusion rates in sheep were similar between coated and uncoated devices. Antimicrobial performance demonstrated via in vitro simulated use testing.
Indicated for skeletally mature patients requiring spinal immobilization/stabilization as an adjunct to fusion for DDD, spondylolisthesis, trauma, spinal stenosis, deformities (scoliosis, kyphosis, lordosis), spinal tumor, pseudarthrosis, or failed fusion.
Regulatory Classification
Identification
A spinal fusion device with quaternary ammonium coating is a rigid metallic implant device or system comprised of single or multiple components intended to facilitate fusion in skeletally mature patients. The device includes a quaternary ammonium compound coating that is covalently bonded to the device. Where applied, the coating is intended to reduce microbial contamination on the surface of the device prior to implantation. The device does not contain antimicrobial agents that act within or on the body and this device type does not include combination products.
Special Controls
In combination with the general controls of the FD&C Act, the spinal fusion device with quaternary ammonium compound coating is subject to the following special controls:
Submission Summary (Full Text)
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#### DE NOVO CLASSIFICATION REQUEST FOR ORTHOBOND MARINER PEDICLE SCREW SYSTEM
#### REGULATORY INFORMATION
FDA identifies this generic type of device as:
Spinal fusion device with quaternary ammonium compound coating. A spinal fusion device with quaternary ammonium coating is a rigid metallic implant device or system comprised of single or multiple components intended to facilitate fusion in skeletally mature patients. The device includes a quaternary ammonium compound coating that is covalently bonded to the device. Where applied, the coating is intended to reduce microbial contamination on the surface of the device prior to implantation. The device does not contain antimicrobial agents that act within or on the body and this device type does not include combination products.
NEW REGULATION NUMBER: 21 CFR 888.3071
CLASSIFICATION: Class II
PRODUCT CODE: QZY
#### BACKGROUND
DEVICE NAME: Orthobond Mariner Pedicle Screw System
SUBMISSION NUMBER: DEN220015
DATE DE NOVO RECEIVED: February 28, 2022
SPONSOR INFORMATION:
Orthobond Corporation 1 Deerpark Drive, Suite A Monmouth Junction, New Jersey 08852
#### INDICATIONS FOR USE
The Orthobond Mariner Pedicle Screw System is indicated as follows:
The intended use of the Orthobond Mariner Pedicle Screw System in a posterior or anterolateral approach is to provide immobilization and stabilization of spinal segments in skeletally mature patients as an adjunct to fusion in the treatment of the following acute and chronic instabilities or deformities of the thoracic, lumbar, and sacral spine.
The indications for use are as follows:
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- . Degenerative disc disease (DDD) as defined by back pain of discogenic origin with degeneration of the disc confirmed by patient history and radiographic studies,
- Spondylolisthesis. .
- Trauma (i.e., fracture or dislocation), .
- Spinal stenosis. .
- . Deformities or curvatures (i.e., scoliosis, kyphosis, and/or lordosis),
- Spinal tumor. .
- Pseudarthrosis, and/or .
- Failed previous fusion. .
The Orthobond coating is intended to reduce bacterial contamination prior to implantation resulting from deposition in the operating room on the surface of the device. The clinical impact associated with the Orthobond coating, including prevention of infection or reduction of infection risk in patients, has not been evaluated in human clinical trials. The Orthobond coating is not intended to treat existing infections and does not act within or on the body.
### LIMITATIONS
The sale, distribution, and use of the Orthobond Mariner Pedicle Screw System are restricted to prescription use in accordance with 21 CFR 801.109.
PLEASE REFER TO THE LABELING FOR A COMPLETE LIST OF WARNINGS. PRECAUTIONS AND CONTRAINDICATIONS.
### DEVICE DESCRIPTION
The device is a pedicle screw system, with instrumentation for implantation and removal, intended for spinal fusion as shown in Figure 1. The Ti6Al4V ELI implants are coated with 12-Methacryloyloxydodecyl Pyridinium Bromide (MDPB), a type of quaternary ammonium compound, which is intended to reduce bacterial contamination on the surface of the implant prior to implantation which may occur from deposition in the operating environment. Based on in vitro testing, this coating may result in immobilization and/or lysis of some challenge organisms. The pedicle screw system is comprised of screws, rods, connectors, and hooks of various sizes. The instruments included in the Mariner Pedicle Screw System facilitate the placement, adjustment, final locking, and removal, if necessary, of the system implants, and accessories to the system include trays and caddies for storage, protection, and organization prior to and during the steam sterilization process.
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Image /page/2/Picture/0 description: The image shows a medical illustration of a spine with a spinal fixation device. The device is made of metal and is attached to the vertebrae with screws. The device is designed to stabilize the spine and promote healing. The spine is shown in a neutral position, and the device is in place to provide support.
Figure 1 - Orthobond Mariner Pedicle Screw System
### SUMMARY OF NONCLINICAL/BENCH STUDIES
#### BIOCOMPATIBILITY/MATERIALS
The Orthobond Mariner Pedicle Screw System is manufactured from Ti6Al4V ELI coated with MDPB.
Biocompatibility evaluation on the subject implant device has been completed according to FDA's Guidance, "Use of International Standard ISO 10993-1, "Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process."" Biocompatibility testing for the permanent implant included cytotoxicity (ISO 10993-5), intracutaneous reactivity (ISO 10993-10), sensitization (ISO 10993-10), materialmediated pyrogenicity (ISO 10993-11), acute systemic toxicity ISO 10993-11), genotoxicity (ISO 10993-3; bacterial reverse mutation assay, mouse lymphoma assay). All results and test methods were found acceptable.
A 26-week ovine study was conducted to evaluate systemic toxicity per ISO 10993-11:2017, and local implantation per ISO 10993-6:2016. The test articles did not produce systemic toxicological effects and resulted in minimal local tissue reactivity.
Chemical characterization with exhaustive extraction in polar, mid-polar, non-polar solvents, and under acidic (pH 4) conditions, was performed per ISO 10993-18 with toxicological risk assessment per ISO 10993-17 to evaluate extractables.
The instruments included in the Orthobond Mariner Pedicle Screw System are made from various materials with limited (less than 24 hour) contact to tissue/bone. The instruments were adequately evaluated for biocompatibility in prior marketing submissions.
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# STERILITY/PACKAGING AND SHELF-LIFE/PYROGENICITY
# Sterility:
The Orthobond Mariner Pedicle Screw System is a single-use device provided clean and sterile to the end user. Gamma sterilization of the device has been validated to provide a Sterility Assurance Level (SAL) of 10-6 based on the VDMax17.5 method as recommended by FDA Recognized Consensus Standard series ANSI/AAMI/ISO 11137-1 ("Sterilization of health care products - Radiation - Part 1: Requirements for development, validation and routine control of a sterilization process for medical devices")/-2 ("Sterilization of health care products - Radiation - Part 2: Establishing the sterilization dose").
# Packaging and Shelf-Life:
Implants are packaged in a sterile Nylon pouch configuration consisting of an inner pouch, outer pouch, and pouch carton. The pouches are manufactured from multiple sealed, co-extruded layers of biaxially oriented Nylon/low density polyethylene/peelable sealant. Non-clinical performance testing established a shelf-life of 3 months. Antibacterial performance testing was evaluated over the proposed shelf-life.
### Pyrogenicity:
Bacterial endotoxins testing was performed to determine whether the Orthobond Mariner Pedicle Screw System met pyrogen limit specifications. All tested devices passed with a reported value of less than or equal to 1 EU/device, meeting the recommended endotoxin limits per ANSI/AAMI ST72:2011 ("Bacterial endotoxins - Test methods, routine monitoring, and alternatives to batch testing").
### Reprocessing:
The instruments included in the Orthobond Mariner Pedicle Screw System are intended to be reprocessed. The reprocessing validation was evaluated in prior marketing submissions.
### PERFORMANCE TESTING - BENCH
A summary of non-clinical mechanical performance evaluations is provided in Table 1:
| Test | Purpose | Method | Performance<br>Criteria | Results |
|-----------------------------------|-------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Static Compression<br>Bending | Evaluate mechanical<br>properties of the<br>coated Spinal Fusion<br>Device under Static | The device was tested<br>under static<br>compression bending<br>until failure. The yield<br>load and stiffness | Acceptable<br>performance was<br>determined to be<br>equivalent in yield<br>loads, stiffness values, | The tested device<br>resulted in acceptable<br>yield loads, stiffness<br>values, and failure<br>modes compared to |
| Test | Purpose | Method | Performance<br>Criteria | Results |
| Compression Bending<br>Loading | | values were compared<br>to the untreated<br>device. The test<br>methodology is in<br>accordance with<br>ASTM F1717<br>("Standard Test<br>Methods for Spinal<br>Implant Constructs in<br>a Vertebrectomy<br>Model"). | and failure modes<br>compared to the<br>uncoated device. | the untreated device.<br>Representative pre-<br>and post-test images<br>were provided along<br>with the force-<br>displacement graphs.<br>The linear equations<br>used to calculate<br>stiffness was also<br>provided. |
| Dynamic<br>Compression<br>Bending | Evaluate mechanical<br>properties of the<br>coated Spinal Fusion<br>Device under<br>Dynamic<br>Compression Bending<br>Loading | The device was tested<br>under dynamic<br>compression bending<br>to (b)(4) cycles at<br>Hz. The run-out load<br>and failure modes<br>were compared to the<br>untreated device. The<br>test methodology is in<br>accordance with<br>ASTM F1717. | Acceptable<br>performance was<br>determined to be<br>equivalent run-out<br>load values and<br>failure modes<br>compared to the<br>uncoated device. | The tested device<br>attained acceptable<br>run-out load and post-<br>test dimensions. Mass<br>loss measurements<br>were provided under<br>the applied load<br>compared to the pre-<br>test dimensions and<br>mass. Representative<br>pre- and post-test<br>images were provided<br>along with the cycle-<br>displacement table. |
| Static Torsion | Evaluate mechanical<br>properties of the<br>coated Spinal Fusion<br>Device under Static<br>Torsion Loading | The device was tested<br>under torsion until<br>failure. The yield load<br>and stiffness values<br>were compared to the<br>untreated device. The<br>test methodology is in<br>accordance with<br>ASTM F1717. | Acceptable<br>performance was<br>determined to be<br>equivalent yield<br>loads, stiffness values,<br>and failure modes<br>compared to the<br>uncoated device. | The tested device<br>resulted in yield<br>loads, stiffness values,<br>and failure modes<br>compared to the<br>untreated device.<br>Representative pre-<br>and post-test images<br>were provided along<br>with the force-<br>displacement graphs.<br>The linear equations<br>used to calculate<br>stiffness was also<br>provided. |
Table 1: Summary of Non-clinical Mechanical Performance Evaluations
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Antimicrobial Performance:
The subject device's MDPB coating was evaluated for its antimicrobial performance based on a simulated use in vitro test method that demonstrated antibacterial activity. The subject device's MDPB coating was also evaluated for its antimicrobial resistance risk profile.
Information was provided establishing reasonable evidence to support the understanding that the antimicrobial action of the MDPB coating is neutralized in the body and would
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not be expected to have meaningful antimicrobial activity in or on the body following implantation.
# Corrosion Performance:
The subject device's corrosion performance was evaluated through dynamic compression bending in D PBS runout to million cycles at a load of [010)N and frequency of Hz.
# MDPB Coating Physicochemical Characterization:
The subject device's MDPB coating was characterized and evaluated for assessment of coating physicochemical properties such as coating chemistry, thickness, density, and uniformity. Information to establish these characteristics included a detailed description of the substrate morphology and coating process, a validated fluorescein method to determine the MDPB coating density on the surface of the subject device, micro-imaging and spectroscopy techniques to determine the coating thickness and elemental compositions, appropriate visual inspections to demonstrate sufficient uniformity of the MDPB coating on the surface of the subject device, and a final product release strategy containing appropriately established product specification and sampling plan. The sponsor demonstrated that the biocompatibility and antimicrobial performance testing are representative of worst-case performance of the subject device based on the coating characterization.
### SUMMARY OF FUNCTIONAL ANIMAL STUDY
Study Objective: The purpose of the study was to demonstrate that MDPB surface treatment of a pedicle screw system does not affect the function of the device for spinal stabilization and fusion.
Study Design: The subject device and the uncoated Mariner Pedicle Screw System were implanted in a two-level posterior lumbar fusion model in skeletally mature sheep with sacrifice timepoints of 4, 12, and 26 weeks.
Study Endpoints: In vivo evaluations included radiographs and computed tomography (CT) imaging. Ex vivo evaluations included radiographs, manual palpation, destructive biomechanical pedicle screw pull-out testing, microCT analysis, histology, and histomorphometry.
Study Outcomes: CT, microCT, histopathology, and manual palpation assessments showed similar fusion rates between the two groups, the subject device and the uncoated Mariner Pedicle Screw System. Histology showed a decrease in reactivity over time.
Conclusion: Overall, there was progression of fusion over time for both groups with a lack of significant inflammatory response.
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# LABELING
The labeling consists of the following: device description, indications for use, instructions for use including surgical steps, principles of device operation, identification of device materials, intended levels of fixation, detailed removal instructions, contraindications, warnings, precautions, and a list of potential adverse effects. Furthermore, the sterile packaging includes a shelf-life for the device. The labeling meets the requirements of 21 CFR 801.109 for prescription devices.
# RISKS TO HEALTH
The table below identifies the risks to health that may be associated with use of a spinal fusion device with quaternary ammonium compound coating and the measures necessary to mitigate these risks.
| Risks to Health | Mitigation Measures |
|---------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------|
| Antimicrobial resistance | Antimicrobial resistance analysis |
| Implant failure leading to non-<br>fusion or pain | Animal performance testing<br>Non-clinical performance testing<br>Labeling |
| Adverse tissue reaction | Biocompatibility evaluation<br>Non-clinical performance testing<br>Pyrogenicity testing |
| Infection | Non-clinical performance testing<br>Sterilization validation<br>Shelf life testing<br>Reprocessing validation<br>Labeling |
### SPECIAL CONTROLS
In combination with the general controls of the FD&C Act, the spinal fusion device with quaternary ammonium compound coating is subject to the following special controls:
- (1) Animal performance testing must demonstrate that the device performs as intended under anticipated conditions of use. The study must assess fusion, bone formation, and tissue response at relevant timepoints over the course of healing. Evaluation methods must include imaging, histology, histomorphometry, and biomechanical testing.
- (2) Non-clinical performance testing must demonstrate that the device performs as intended under anticipated conditions of use and include the following:
- (i) Evaluation of the static and dynamic mechanical performance of the implant;
- (ii) Evaluation of fretting and corrosion:
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- (iii) Evaluation of antimicrobial performance with clinically relevant microbial species; and
- Coating characterization, including a detailed description of the coating process and (iv) evaluation of coating physiochemical properties, such as density, thickness, chemistry, and uniformity.
- (3) An analysis must be provided that identifies and evaluates any contribution to the development and spread of antimicrobial resistance.
- (4) An analysis or information must be provided to support that the antimicrobial does not act within or on the body.
- The patient-contacting components of the device must be demonstrated to be (5) biocompatible.
- (6) Performance data must support the sterility and pyrogenicity of the device components intended to be provided sterile.
- Performance data must validate the reprocessing instructions for the reusable (7) instrumentation to be used with the device.
- Performance data must support the shelf life of the device by demonstrating continued (8) sterility, package integrity, and device functionality over the identified shelf life.
- (9) Labeling must include the following:
- Identification of device materials; (i)
- (ii) Intended levels of fixation;
- (iii) A shelf life; and
- (iv) Detailed device removal instructions.
### BENEFIT-RISK DETERMINATION
The sponsor has collected adequate data to assess the safety profile of the subject device and has identified that there are benefits. The antimicrobial performance testing demonstrated a reduction of in vitro bacterial contamination as discussed in the non-clinical studies section. The risks to health, which include antimicrobial resistance, implant failure leading to non-fusion or pain. adverse tissue reaction, and infection have been mitigated by various animal and benchtop nonclinical studies outlined in the section above. In conclusion, the benefits of using the subject device for its intended use/indications for use outweigh the risks to health.
BENEFITS: The probable primary benefit of the subject device is to provide immediate fixation and stabilization of the spine as an adjunct to fusion. Secondarily, as demonstrated by the preclinical evaluations described above, the subject device reduced bacterial contamination on the surface of the device under specific in vitro test methods. Bacterial contamination may occur from deposition in the operating environment prior to implantation.
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RISKS: The risks of the subject device. listed in the Risks to Health section above, are antimicrobial resistance, implant failure leading to non-fusion or pain, adverse tissue reaction, and infection. These risks have been mitigated by the listed pre-clinical Mitigation Measures above, which include animal performance testing, biocompatibility evaluation, non-clinical performance testing, pyrogenicity testing, reprocessing validation, sterilization, shelflife validation, and labeling.
To address potential safety concerns related to the MDPB coating stability and effect in humans, a 522 Order for a Postmarket Surveillance Study will be issued for this device.
### Patient Perspectives
This submission did not include specific information on patient perspectives for this device.
#### Benefit-Risk Conclusion
In conclusion, given the available information above, for the following indication statement:
The intended use of the Orthobond Mariner Pedicle Screw System in a posterior or anterolateral approach is to provide immobilization and stabilization of spinal segments in skeletally mature patients as an adjunct to fusion in the treatment of the following acute and chronic instabilities or deformities of the thoracic, lumbar, and sacral spine.
The indications for use are as follows:
- Degenerative disc disease (DDD) as defined by back pain of discogenic origin . with degeneration of the disc confirmed by patient history and radiographic studies,
- Spondylolisthesis, .
- . Trauma (i.e., fracture or dislocation),
- . Spinal stenosis,
- . Deformities or curvatures (i.e., scoliosis, kyphosis, and/or lordosis),
- Spinal tumor. .
- Pseudarthrosis, and/or .
- Failed previous fusion. .
The Orthobond coating is intended to reduce bacterial contamination prior to implantation on the surface of the device which may occur from deposition in the operating environment. The clinical impact associated with the Orthobond coating, including prevention of infection or reduction of infection risk in patients, has not been evaluated in human clinical trials. The Orthobond coating is not intended to treat existing infections and does not act within or on the body.
The probable benefits outweigh the probable risks for the Orthobond Mariner Pedicle Screw System. The device provides benefits and the risks can be mitigated by the use of general controls and the identified special controls.
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# CONCLUSION
The De Novo request for the Orthobond Mariner Pedicle Screw System is granted and the device is classified as follows:
Product Code: QZY Device Type: Spinal fusion device with quaternary ammonium compound coating Regulation Number: 21 CFR 888.3071 Class: II
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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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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.
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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.
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Reading rule for every project: how many summaries do you read in full?
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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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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.
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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.