K102158 · Sigma Medical Supplies Corp. · FRG · Aug 2, 2011 · General Hospital
Device Facts
Record ID
K102158
Device Name
SIGMA STERILIZATION POUCH & ROLL
Applicant
Sigma Medical Supplies Corp.
Product Code
FRG · General Hospital
Decision Date
Aug 2, 2011
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 880.6850
Device Class
Class 2
Indications for Use
The SIGMA sterilization pouch and roll are intended to provide health care workers with an effective method to enclose devices intended for sterilization in steam auto claves and via Ethylene Oxide (EO). The recommended steam sterilization cycle parameters are 30 minutes at 121 ℃. The recommended EO sterilization cycle is 4 hours at 55 C with a relative humidity between 50%-85% and a sterilant concentration of 600 mg/L. Furthermore, the sterilization pouch and roll maintains the enclosed devices up until 3 years post sterilization. Lastly, the pouch's external chemical ink indicators are designed to indicate to the user that the pouch has undergone either a steam or EO sterilization process.
Device Story
Sterilization packaging system consisting of pouches and rolls; used by healthcare workers to enclose medical instruments prior to steam or EO sterilization. Composed of medical-grade paper and plastic film (CPP/PET); features external chemical ink indicators that change color upon exposure to sterilization processes. Available in self-sealing, flat, and gusseted configurations. Provides a sterile barrier for up to 3 years post-sterilization. Enables visual confirmation of processing; ensures instrument sterility until point of use.
Clinical Evidence
Bench testing only. Validated per AAMI/ANSI/ISO 11607-1:2006. Testing included sterilant penetration, drying time, aeration, biocompatibility (ISO 10993-10:2010), package integrity, material compatibility, sterility maintenance, and chemical indicator efficacy (ISO 11140-1:2005). Results confirmed effective sterilant penetration, negative biocompatibility reactions, and package integrity.
Technological Characteristics
Materials: Medical grade paper, CPP, PET, PU adhesive, EO/Steam process indicator ink. Configurations: Self-sealing pouches, flat pouches, gusseted pouches, flat rolls, gusseted rolls. Sterilization: Steam (121°C) and EO (55°C). Standards: ANSI/AAMI/ISO 11607-1:2006, ISO 11140-1:2005.
Indications for Use
Indicated for healthcare workers to enclose medical devices for sterilization via steam autoclave (121°C, 30 min) or Ethylene Oxide (55°C, 4 hrs, 50-85% RH, 600 mg/L). Maintains sterility for up to 3 years.
Regulatory Classification
Identification
A sterilization wrap (pack, sterilization wrapper, bag, or accessories, is a device intended to be used to enclose another medical device that is to be sterilized by a health care provider. It is intended to allow sterilization of the enclosed medical device and also to maintain sterility of the enclosed device until used.
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# AUG - 2 2011
# 510 (K) Summary For SIGMA Sterilization Pouch and Roll
SIGMA Medical Supplies Corp. NO.34, Ding-Ping Road, Ruei Fang Industrial Park Ruei Fang Chen, Taipei Hsien 224,Taiwan, R.O.C. Tel : 886-2-24974121 Fax: 886-2-24974122
Contact :
. .
Jeff Huang Quality Assurance / Regulatory Affairs Manager
Or
· Jack Chu President /C.E.O
Tel: 886-2-24974121 ext. 281 Fax: 886-2-24974122 E-mail: jeff@sigma-medical.com.tw
Summary Date:
January 3, 2011
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K102158
## 1. Device Name
| Trade Name: | SIGMA Sterilization Pouch and Roll |
|---------------------------------------|--------------------------------------------------------------------------------------------------------------------------------|
| Common/usual Name: | SIGMA Sterilization Pouch and Roll |
| Device Classification<br>Names: | 1) Sterilization wraps containers, trays, cassettes &<br>accessories.<br>2) Indicator, Physical/Chemical Sterilization Process |
| Classification/Panel: | Class II, 21 CFR 880.6850 & 21 CFR 880.2800 |
| Classification Advisory<br>Committee: | General Hospital |
| Product Code: | 1) FRG 2) JOJ |
| Recognized Performance<br>Standard | 1) ANSI/AAMI/ISO 11607-1:2006 (KCT)<br>2) ISO 11140-1:2005 (JOJ) |
## 2. Predicate Devices
- K070428, Medicom Self Sealing Sterilization Pouch, Product Code [KCT; JO]] .
- K051242, Winner® Self Seal Sterilization pouch, Product Code [KCT] .
## 3. Intended Use
The SIGMA sterilization pouch and roll are intended to provide health care workers with an effective method to enclose devices intended for sterilization in steam auto claves and via Ethylene Oxide (EO). The recommended steam sterilization cycle parameters are 30 minutes at 121 ℃. The recommended EO sterilization cycle is 4 hours at 55 C with a relative humidity between 50%-85% and a sterilant concentration of 600 mg/L. Furthermore, the sterilization pouch and roll maintains the enclosed devices up until 3 years post sterilization. Lastly, the pouch's external chemical ink indicators are designed to indicate to the user that the pouch has undergone either a steam or EO sterilization process.
The SIGMA sterilization pouch and roll is offered in the following 5 types:
- Self-sealing sterilization pouches .
- . Sterilization pouches, Flat
- . Sterilization pouches, Gusseted
- . Sterilization rolls, Flat
- . Sterilization rolls, Gusseted
The defining characteristics of the 5 types as follows:
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- Self-seating sterilization powches: These pouches are made from a medical grade plastic film that � is heat sealed on three sides. The forth side has an adhesive strip that is used to seal the pouch. Release paper used in the pouch is a laminated sheet with composing structure of PE/paper/PE. It is a strip to cover the adhesive area and is released before seal the pouch. The medical grade paper conforms to recognized material standards and can be sterilized by steam or ethylene oxide gas. The Process Indicators Ink printed on the medical grade paper will exhibit a color change after the pouch is exposed to steam or ethylene oxide gas.
- Sterilization pouches, Flat: These pouches has the same components with the Self-sealing . sterilization pouches, except the forth side is left opened instead of an adhesive strip and will be heat-sealed when using.
- Sterilization pouches, Gusseted: These pouches are the same with the Sterilization pouches, flat, . except that the plastic film is folded on both longest sides instead of flat. This design is convenient to enclose the medical devices with certain height.
- Sterilization rolls, Flat: These rolls are made from a medical grade paper and plastic film that are ● heat sealed on opposite two sides. It will be cut into the suitable length and the opened sides will be heat-sealed. The indicators printed on the medical grade paper are the same with the self-sealing sterilization pouches.
- Sterilization rolls, Gusseted: These rolls are the same with the flat sterilization roll, except that the ● plastic film is folded on both longest sides instead of flat. This design is convenient to enclose the medical devices with certain height.
The following table (Table 2-1) lists the model numbers of the SIGMA sterilization pouch and roll by type, model, dimension and characteristics:
| Type | Model | Dimension in S.I. | Characteristics |
|------------------------------------------|------------|-------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Self-Sealing<br>Sterilization<br>Pouches | SMSE057133 | 57 mm × 133 mm | These pouches are made from a<br>medical grade plastic film that is<br>heat-sealed on three sides. The forth<br>side has an adhesive strip that is<br>paper and used to seal the pouch. |
| | SMSE090162 | 90 mm × 162 mm | Release paper used in the pouch is a<br>laminated sheet with composing<br>structure of PE/paper/PE. It is a strip<br>to cover the adhesive area and is<br>released before seal the pouch. The |
| | SMSE070257 | 70 mm × 257mm | |
| | SMSE090257 | 90 mm × 257 mm | |
| | SMSE135283 | 135 mm × 283 mm | |
| | SMSE180335 | 135 mm × 335 mm | medical grade paper conforms to<br>recognized material standards and |
| | SMSE190358 | 190 mm × 358 mm | can be sterilized by steam or<br>ethylene oxide gas. The Process |
| | SMSE300380 | 300 mm × 380 mm | Indicators Ink printed on the medical<br>grade paper will exhibit a color |
| | SMSE300474 | 300 mm × 474 mm | change after the pouch is exposed to<br>steam or ethylene oxide gas. |
#### Table 2-1 The model numbers of SIGMA sterilization pouch and roll ne Model Dimension and Characteristics)
K102158
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K102158
| Sterilization<br>Pouches, Flat | SMFP075200 | 75 mm × 200 mm | These pouches has the same<br>components with the Self-sealing<br>sterilization pouches, except the<br>forth side is left opened instead of a<br>adhesive strip and will be heat-<br>sealed when using. |
|------------------------------------|------------|------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | SMFP075300 | 75 mm × 300 mm | |
| | SMFP100200 | 100 mm × 200 mm | |
| | SMFP100300 | 100 mm × 300 mm | |
| | SMFP150300 | 150 mm × 300 mm | |
| | SMFP200400 | 200 mm × 400 mm | |
| | SMFP250450 | 250 mm × 450 mm | |
| | SMFP300500 | 300 mm × 500 mm | |
| Sterilization<br>Pouches, Gusseted | SMGP100300 | 100 mm × 40 mm× 300 mm | These rolls are the same with the<br>Sterilization pouches, flat, except<br>that the plastic film is folded on both<br>longest sides instead of flat. This<br>design is convenient to enclose the<br>medical devices with certain height |
| | SMGP150400 | 150 mm × 50 mm× 400 mm | |
| | SMGP200400 | 200 mm × 50 mm× 400 mm | |
| | SMGP250480 | 250 mm × 60 mm× 480 mm | |
| | SMGP300500 | 300 mm × 70 mm× 500 mm | |
| | | | |
| Sterilization Rolls,<br>Flat | SMFR 022 | 50 mm × 200 M | These rolls are made from a medical<br>grade paper and plastic film that are<br>heat sealed on opposite two sides. It<br>will be cut into the suitable length<br>and the opened sides will be heat-<br>sealed. The indicators printed on the<br>medical grade paper are the same<br>with the self-sealing sterilization<br>pouches. |
| | SMFR 032 | 75 mm × 200 M | |
| | SMFR 042 | 100 mm × 200 M | |
| | SMFR 062 | 150 mm × 200 M | |
| | SMFR 082 | 200 mm × 200 M | |
| | SMFR 102 | 250 mm × 200 M | |
| | SMFR 122 | 300 mm × 200 M | |
| | SMFR 142. | 350 mm × 200 M | |
| | SMFR 162 | 400 mm × 200 M | |
| Sterilization Rolls,<br>Gusseted | SMGR 031 | 75 mm × 35 mm ×100 M | These rolls are the same with the flat<br>sterilization roll, except that the<br>plastic film is folded on both longest<br>sides instead of flat. This design is<br>convenient to enclose the medical<br>devices with certain height. |
| | SMGR 041 | 100 mm × 40 mm ×100M | |
| | SMGR 061 | 150 mm × 50 mm ×100 M | |
| | SMGR 081 | 200 mm × 50 mm ×100 M | |
| | SMGR 101 | 250 mm × 60 mm ×100 M | |
| | SMGR 121 | 300 mm × 70 mm × 100 M | |
| | SMGR 141 | 350 mm × 80 mm ×100 M | |
| | SMGR 161 | 400 mm × 80 mm ×100 M | |
### 4. 510(k) Statement
A 510(k) statement for the new device, as required by 21 CFR 93, is replaced with this 510(k) summary.
## 5. Proposed Labeling
A comparison with the predicate labeling confirms our claim of substantial equivalence with the predicate. A draft copy of the proposed and predicate device labeling may be found in Section 13.
## 6. Device Description
January 3, 2011
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The SIGMA sterilization pouch and roll are intended to provide health care workers with an effective method to enclose devices intended for sterilization in steam auto claves and via Ethylene Oxide (EO). The recommended steam sterilization cycle parameters are 30 minutes at 121 ℃. The recommended EO sterilization cycle is 4 hours at 55 C with a relative humidity between 50%-85% and a sterilant concentration of 600 mg/L. Furthermore, the sterilization pouch and roll maintains the enclosed devices up until 3 years post sterilization. Lastly, the pouch's external chemical ink indicators are designed to indicate to the user that the pouch has undergone either a steam or EO sterilization process.
The SIGMA sterilization pouch and roll is offered in the following 5 types:
- Self-sealing sterilization pouches: These pouches are made from a medical grade plastic film that . 0 is heat sealed on three sides. The forth side has an adhesive strip that is used to seal the pouch. Release paper used in the pouch is a laminated sheet with composing structure of PE/paper/PE. It is a strip to cover the adhesive area and is released before seal the pouch. The medical grade paper conforms to recognized material standards and can be sterilized by steam or ethylene oxide gas. The Process Indicators Ink printed on the medical grade paper will exhibit a color change after the pouch is exposed to steam or ethylene oxide gas.
- Sterilization pouches, Flat: These pouches has the same components with the Self-sealing . sterilization pouches, except the forth side is left opened instead of an adhesive strip and will be heat-sealed when using.
- Sterilization pouches, Gusseted: These pouches are the same with the Sterilization pouches, flat, . except that the plastic film is folded on both longest sides instead of flat. This design is convenient to enclose the medical devices with certain height.
- Sterilization rolls, Flat: These rolls are made from a medical grade paper and plastic film that are heat sealed on opposite two sides. It will be cut into the suitable length and the opened sides will be heat-sealed. The indicators printed on the medical grade paper are the same with the self-sealing sterilization pouches.
- Sterilization rolls, Gusseted: These rolls are the same with the flat sterilization roll, except that the plastic film is folded on both longest sides instead of flat. This design is convenient to enclose the medical devices with certain height.
The following table (Table 2-2) lists the model numbers of the SIGMA sterilization pouch and roll by type, model, and dimension:
| Type | Model | Dimension in S.I. |
|------------------------------------|------------|-------------------|
| Self-Sealing Sterilization Pouches | SMSE057133 | 57 mm × 133 mm |
| | SMSE090162 | 90 mm × 162 mm |
| | SMSE070257 | 70 mm × 257mm |
| | SMSE090257 | 90 mm × 257 mm |
| | SMSE135283 | 135 mm × 283 mm |
| | SMSE180335 | 135 mm × 335 mm |
| | SMSE190358 | 190 mm × 358 mm |
| | SMSE300380 | 300 mm × 380 mm |
| | SMSE300474 | 300 mm × 474 mm |
| Table 2-2 The model numbers of SIGMA sterilization pouch and roll |
|-------------------------------------------------------------------|
| (Type, Model and Dimension) |
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| Sterilization Pouches, Flat | SMFP075200 | 75 mm × 200 mm |
|---------------------------------|------------|-------------------------|
| | SMFP075300 | 75 mm × 300 mm |
| | SMFP100200 | 100 mm × 200 mm |
| | SMFP100300 | 100 mm × 300 mm |
| | SMFP150300 | 150 mm × 300 mm |
| | SMFP200400 | 200 mm × 400 mm |
| | SMFP250450 | 250 mm × 450 mm |
| | SMFP300500 | 300 mm × 500 mm |
| Sterilization Pouches, Gusseted | SMGP100300 | 100 mm × 40 mm × 300 mm |
| | SMGP150400 | 150 mm × 50 mm × 400 mm |
| | SMGP200400 | 200 mm × 50 mm × 400 mm |
| | SMGP250480 | 250 mm × 60 mm × 480 mm |
| | SMGP300500 | 300 mm × 70 mm × 500 mm |
| Sterilization Rolls, Flat | SMFR 022 | 50 mm × 200 M |
| | SMFR 032 | 75 mm × 200 M |
| | SMFR 042 | 100 mm × 200 M |
| | SMFR 062 | 150 mm × 200 M |
| | SMFR 082 | 200 mm × 200 M |
| | SMFR 102 | 250 mm × 200 M |
| | SMFR 122 | 300 mm × 200 M |
| | SMFR 142 | 350 mm × 200 M |
| | SMFR 162 | 400 mm × 200 M |
| Sterilization Rolls, Gusseted | SMGR 031 | 75 mm × 35 mm ×100 M |
| | SMGR 041 | 100 mm × 40 mm ×100M |
| | SMGR 061 | 150 mm × 50 mm ×100 M |
| | SMGR 081 | 200 mm × 50 mm ×100 M |
| | SMGR 101 | 250 mm × 60 mm ×100 M |
| | SMGR 121 | 300 mm × 70 mm ×100 M |
| | SMGR 141 | 350 mm × 80 mm ×100 M |
| | SMGR 161 | 400 mm × 80 mm ×100 M |
## 7. Description of Comparison and Substantial Equivalence
A summary of the technological characteristics of the device subject of this premarket notification in comparison to those of the predicate devices is included in Table 2-3.
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| Device | New Device | Predicate devices | | | |
|--------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Device name | SIGMA sterilization pouch and roll | Medicom® Self Sealing<br>sterilization pouch | Winner® Self Seal<br>Sterilization pouch | | |
| 510(k) Number | K102158 | K070428 | K051242 | | |
| Material<br>Composition | Medical Grade Paper, CPP, PET, PU<br>adhesive, EO and Steam Process Indicator<br>Print Ink | Medical Grade Paper, CPP,<br>PET, PU adhesive, EO and<br>Steam Process Indicator<br>Print Ink | Medical Grade paper, PP,<br>PE, PU adhesive, EO and<br>Steam Process Indicator<br>Print Ink | | |
| Intended use | The sterilization pouch and roll are<br>intended to provide health care workers<br>with an effective method to enclose devices<br>intended for sterilization in steam auto<br>claves and via Ethylene Oxide (EO). The<br>recommended steam sterilization cycle<br>parameters are 30 minutes at 121 C. The<br>recommended EO sterilization cycle is 4<br>hours at 55C with a relative humidity<br>between 50%-85% and a sterilant<br>concentration of 600 mg/L. Furthermore,<br>the sterilization, pouch and roll maintains<br>the enclosed devices up until 3 years post<br>sterilization. Lastly, the pouch's external<br>chemical ink indicators are designed to<br>indicate to the user that the pouch has<br>undergone either a steam or EO sterilization<br>process | The self-sealing sterilization<br>pouches are intended to provide<br>health care workers with an<br>effective method to enclose<br>devices intended for<br>sterilization in steam auto<br>claves and via Ethylene Oxide<br>(EO). The recommended steam<br>sterilization cycle parameters<br>are 30 minutes at 121°C. The<br>recommended EO sterilization<br>cycle is 100 - 120 minutes at<br>50 0C with a relative humidity<br>between 60 - 85% and a<br>sterilant concentration of 600<br>mg/L. Furthermore, the<br>sterilization pouch maintains<br>the enclosed devices sterile up<br>until one-year post sterilization.<br>Lastly, the pouch's external<br>chemical ink indicators are<br>designed to indicate to the user<br>that the pouch has undergone<br>either a steam or EO<br>sterilization process. | Winner® Self Seal<br>Sterilization Pouches are<br>intended to be used to<br>enclose another medical<br>device that is to be sterilized<br>by a health provider by<br>steam 121°C for 15 minutes<br>or ethylene oxide (EtO). It is<br>intended to allow<br>sterilization of the enclosed<br>medical device and also to<br>maintain sterility of the<br>enclosed device until used. | | |
| Device models<br>(Configurations/Di<br>mensions) | Model | Product<br>Code | Description | Model | Description |
| | SMSE057133 57mm × 133mm<br>SMSE090162 70mm×257mm<br>SMSE070257 90mm × 162mm<br>SMSE090257 90mm×257mm,<br>SMSE135283 135mm×283mm<br>SMSE180335 135mm×335mm<br>SMSE190358 190mm×358mm<br>SMSE300380 300mm × 380mm<br>SMSE300474 300mm x 474mm<br>SMFP075200 75 mm × 200 mm<br>SMFP075300 75 mm x 300 mm<br>SMFP100200 100 mm × 200 mm<br>SMFP100300 100 mm x 300 mm<br>SMFP150300 150 mm x 300 mm<br>SMFP200400 200 mm x 400 mm<br>SMFP250450 250 mm × 450 mm<br>SMFP300500 300 mm x 500 mm | 68015<br>68000<br>88015<br>68005<br>68020<br>68010<br>88000<br>88005<br>88010<br>68025<br>68030<br>88030<br>88035<br>68035<br>88040<br>68040 | 35mm x 73mm<br>49mm x 200mm.<br>57mm x 100 mm<br>62mm x 103mm<br>62mm x 220mm<br>69mm x 200mm<br>70mm x 229 mm<br>89mm x 133 mm<br>89mm x 229 mm<br>116mm x 219mm<br>133 mm. x 254 mm.<br>170mm x 237mm<br>190 mm x 330 mm<br>254mm x 356 mm<br>305 mm x 432 mm<br>230mm x 305mm | N/A | 76mm x 203mm<br>89mm x 203mm<br>89mm x 229mm<br>89mm x 559mm<br>102 mmx 203mm<br>102mm x 279mm<br>102 mmx 559mm<br>127mm x 381mm<br>133mm x 254mm<br>191mm x 330mm<br>203mm x 254mm<br>203mm x 406mm<br>232mm x 648mm<br>254mmx 381mm<br>267 mmx 211mm<br>305mm x 381mm<br>305 mmx 457mm<br>330mm x 381mm<br>330 mmx 457mm<br>406mm x 406mm |
| | | | | | |
| | | SMGP100300 100 mm × 40 mm× 300 mm | N/A | N/A | |
| | | SMGP150400 150 mm × 50 mm× 400 mm | | | |
| | | SMGP200400 200 mm × 50 mm× 400 mm | | | |
| | | SMGP250480 250 mm × 60 mm× 480 mm | | | |
| | | SMGP300500 300 mm × 70 mm× 500 mm | | | |
| | SMFR.022 | 50 mm × 200 M | | | |
| | SMFR 032 | 75 mm × 200 M | | | |
| | SMFR 042 | 100 mm × 200 M | | | |
| | SMFR 062 | 150 mm × 200 M | | | |
| | SMFR 082 | 200 mm × 200 M | | | |
| | SMFR 102 | 250 mm × 200 M | | | |
| | SMFR 122 | 300 mm × 200 M | | | |
| | SMFR 142 | 350 mm × 200 M |…
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.