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The QIAstat-Dx GI Panel 2 Mini B is a multiplexed nucleic acid test intended for use with the OIAstat-Dx Analyzer 1.0 for the simultaneous in vitro qualitative detection of nucleic acids from multiple bacteria directly from preserved stool samples (Para-Pak C&S or FecalSwab) obtained from individuals with signs and/or symptoms of gastrointestinal infection. The following bacteria (including several diarrheagenic E. coli/Shigella pathotypes) are identified with the QIAstat-Dx GI Panel 2 Mini B:

• Campylobacter
• Shigella
• Shiga-like toxin Escherichia coli (STEC)*
• Salmonella
• Yersinia enterocolitica

*Only with Para-Pak C&S, not reported for FecalSwab

Concomitant culture is necessary for organism recovery and further typing of bacterial agents. The QlAstat-Dx GI Panel 2 Mini B is indicated as an aid in the diagnosis of specific agents of gastrointestinal illness, in conjunction with other clinical, laboratory, and epidemiological data. Postive results do not rule out co-infection with organisms not detected by the QIAstat-Dx GI Panel 2 Mini B. The organisms detected may not be the sole or definitive cause of the disease.

Negative QIAstat-Dx GI Panel 2 Mini B results in the setting of clinical illness compatible with gastroenteritis may be due to infection by pathogens that are not detected by this assay test or non-infectious causes such as ulcerative colitis, irritable bowel syndrome, or Crohn's disease.

The QIAstat-Dx® GI Panel 2 Mini B (Cat. no. 691423) assay is a modified device (reduced version) of the OIAstat-Dx Gastrointestinal Panel 2 (Cat. no. 691421). The OIAstat-Dx GI Panel 2 Mini B is identical to the QIAstat-Dx Gastrointestinal Panel 2 (K220062) but uses an Assay Definition File (ADF) which masks all but five pathogens (targets) from the OIAstat-Dx Gastrointestinal Panel 2. The following bacteria (including several diarrheagenic E. coli/Shigella pathotypes) are identified with the OIAstat-Dx GI Panel 2 Mini B: Campvlobacter. Shigella, Shiga-like toxin E. coli (STEC), Salmonella and Yersinia enterocolitica. The QIAstat-Dx GI Panel 2 Mini B is part of the QIAstat-Dx system and works with the OIAstat-Dx Analyzer 1.0. It will be available in a separately labeled kit.

The QIAstat-Dx GI Panel 2 Mini B is intended to be used with stool samples in Para-Pak C&S or FecalSwab transport media.

QIAstat-Dx is based on single-test cartridges with pre-packaged reagents including both wet and dry chemistry to handle the sample preparation and detection steps for the presence of a range of selected analytes by PCR technology. After insertion of the sample, the QIAstat-Dx assay cartridge is processed by the QIAstat-Dx Analyzer 1.0.

Once the cartridge is inserted into the instrument, the test starts automatically and runs for about 78 minutes. When the test is finished, the cartridge is removed by the user and discarded. The QIAstat-Dx Analyzer 1.0 automatically interprets test results and displays a summary on the analyzer display screen. The results can be printed using a connected printer if needed. The detected analytes are displayed in red. For other analytes tested, they are displayed in green if not detected or in grav if not applicable or invalid. The analyzer will report if an error occurs during processing, in which case the test will fail and no results will be provided (screen will show "FAIL").

All the reagents required for the complete execution of the test are pre-loaded and selfcontained in the QIAstat-Dx GI Panel 2 Mini B cartridge. The user does not need to manipulate any reagents. During the test, reagents are handled by pneumatically operated microfluidics without any direct contact with the user or the analyzer actuators.

Within the cartridge, multiple steps are automatically performed in sequence by using pneumatic pressure and a multiport valve to transfer sample and fluids via the Transfer Chamber (TC) to their intended destinations. Following the introduction of the sample from a disposable transfer pipette, the following assay steps occur automatically and sequentially:

• Sample Pre-treatment for PCR Inhibitors removal
• Resuspension of Internal Control and Proteinase K
• Cell lysis using mechanical and/or chemical means
• Membrane-based nucleic acid purification
• Rehydration of Master Mix
• Transfer of defined aliquots of eluate/master mix to different reaction chambers
• Performance of multiplex real-time RT-PCR testing within each reaction chamber.

The provided text does not contain detailed acceptance criteria or a study that explicitly proves the device meets those criteria in a format with numerical results and statistical analyses typical for such studies. It states that the performance data for the QIAstat-Dx GI Panel 2 Mini B is equivalent to the predicate device (QIAstat-Dx Gastrointestinal Panel 2, K220062) for the five specific analytes it detects. It also mentions that the "QIAGEN QIAstat-Dx GI Panel 2 Mini B Instructions for Use" should be consulted for performance tables, which are not included in this document.

However, based on the information provided, I can infer the general nature of the acceptance criteria (qualitative detection of specific pathogens) and describe the comparative nature of the "study" (equivalence to a predicate device).

Here's an attempt to structure the information based on your request, with significant caveats that detailed numerical results, sample sizes, expert qualifications, and study methodologies for the actual performance are not present in the provided text.

Acceptance Criteria and Device Performance for QIAstat-Dx GI Panel 2 Mini B

The QIAstat-Dx GI Panel 2 Mini B is a modified version of the predicate device, QIAstat-Dx Gastrointestinal Panel 2 (K220062). The device performance for the QIAstat-Dx GI Panel 2 Mini B is presented as being equivalent to the predicate device for the five target analytes it identifies.

1. Table of Acceptance Criteria and Reported Device Performance

Since specific numerical acceptance criteria and performance metrics (e.g., sensitivity, specificity, PPV, NPV) are not provided in this document, the table below reflects the qualitative nature of the information given. The "acceptance criteria" are inferred from the demonstrated performance equivalence to the predicate device for the detected analytes.

2. Sample Size Used for the Test Set and Data Provenance

The provided document does not specify the sample size used for the test set or the data provenance (e.g., country of origin, retrospective/prospective nature). It simply states that the performance data for the modified device is "equivalent" to the predicate device. To find this information, one would need to refer to the 510(k) submission K220062 for the predicate device and/or the "QIAGEN QIAstat-Dx GI Panel 2 Mini B Instructions for Use."

3. Number of Experts and Qualifications

The document does not mention the number of experts used to establish ground truth or their qualifications. This information would typically be found in the detailed performance study report of the predicate device, or IFU for the current device. Given that the device detects nucleic acids for specific bacteria, ground truth is likely established through culture or other confirmed molecular methods, rather than expert consensus on images.

4. Adjudication Method

The document does not specify any adjudication method (e.g., 2+1, 3+1, none) for the test set. This type of method is more common in image-based AI studies where human interpretation can vary; for a nucleic acid test, ground truth is typically established by definitive laboratory methods.

5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

An MRMC comparative effectiveness study was not applicable or performed for this device as it is a standalone in vitro diagnostic (IVD) device for nucleic acid detection, not an AI-assisted diagnostic tool for human readers. Therefore, there is no effect size related to human reader improvement with AI assistance.

6. Standalone Performance

Yes, a standalone performance assessment was conducted. The QIAstat-Dx GI Panel 2 Mini B is an in vitro diagnostic device, meaning its performance (analytical and clinical performance) is evaluated independently without human interpretation as part of a human-in-the-loop system. The document states its performance is "equivalent" to the predecessor device, which would have undergone rigorous standalone performance testing.

7. Type of Ground Truth Used

While not explicitly stated for this specific submission, for a nucleic acid-based assay like the QIAstat-Dx GI Panel 2 Mini B, the ground truth would typically be established by:

• Culture: Bacterial culture for viability and identification of the target organisms.
• Reference Molecular Methods: e.g., validated PCR assays or sequencing for definitive detection and identification of microbial nucleic acids.
• Composite Reference Method (CRM): A combination of multiple methods, often including culture, microscopy, and/or multiple molecular methods, to establish the presence or absence of the target pathogen.

8. Sample Size for the Training Set

The document does not provide the sample size for the training set. For an IVD like this, "training set" might refer to the data used for initial assay development and optimization rather than a machine learning context. This information would be in the detailed development reports.

9. How the Ground Truth for the Training Set Was Established

The document does not describe how the ground truth for the training set was established. Similar to the test set, it would likely involve established laboratory methods such as culture or reference molecular assays for the target pathogens.

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The QIAstat-Dx GI Panel 2 Mini B&V is a multiplexed nucleic acid test intended for use with the OLAstat-Dx Analyzer 1.0 for the simultaneous in vitro qualitative detection of nucleic acids from multiple bacteria and one virus directly from preserved stool samples (Para-Pak C&S or FecalSwab) obtained from individuals with signs and/or symptoms of gastrointestinal infection. The following virus and bacteria (including several diarrheagence E. col/Shigella pathotypes) are identified with the QIAstat-Dx GI Panel 2 Mini B&V:

• Norovirus
• · Campylobacter
• · Shigella
• · Shiga-like toxin Escherichia coli (STEC)*
• · Salmonella

*Only with Para-Pak C&S, not reported for FecalSwab

Concomitant culture is necessary for organism recovery and further typing of bacterial agents. The QlAstat-Dx GI Panel 2 Mini B&V is indicated as an aid in the diagnosis of gastrontestinal illness, in conjunction with other clinical, laboratory, and epidemiological data. Postive results do not rule-out co-infection with organisms not detected by the QlAstat-Dx GI Panel 2 Mini B&V. The organisms detected may not be the sole or definitive cause of the disease.

Negative QIAstat-Dx GI Panel 2 Mini B&V results in the setting of clinical illness compatible with gastroenteritis may be due to infection by pathogens that are not detected by this assay test or non-infectious causes such as ulcerative colitis, irritable bowel syndrome, or Crohn's disease.

The QIAstat-Dx® GI Panel 2 Mini B&V (Cat. no. 691424) assay is a modified device (reduced version) of the QIAstat-Dx Gastrointestinal Panel 2 (Cat. no. 691421). The QIAstat-Dx GI Panel 2 Mini B&V is identical to the OIAstat-Dx Gastrointestinal Panel 2 (K220062) with the exception of their respective labeling and Assay Definition File (ADF) which masks all but five pathogens (targets) from the OIAstat-Dx Gastrointestinal Panel 2. The following virus and bacteria (including several diarrheagenic E. coli/Shigella pathotypes) are identified with the OIAstat-Dx GI Panel 2 Mini B&V: Norovirus, Campvlobacter, Shigella, Shiga-like toxin Escherichia coli (STEC) and Salmonella. The QIAstat-Dx GI Panel 2 Mini B&V is part of the OIAstat-Dx system and works with the OIAstat-Dx Analyzer 1.0.

The QIAstat-Dx GI Panel 2 Mini B&V is intended to be used with stool samples in Para-Pak C&S or FecalSwab transport media.

QIAstat-Dx is based on single-test cartridges with pre-packaged reagents including both wet and dry chemistry to handle the sample preparation and detection steps for the presence of a range of selected analytes by PCR technology. After insertion of the sample, the QIAstat-Dx assay cartridge is processed by the QIAstat-Dx Analyzer 1.0.

Once the cartridge has been inserted into the instrument, the test starts automatically and runs for approximately 78 minutes. When the test is finished, the cartridge is removed by the user and discarded. The QIAstat-Dx Analyzer 1.0 automatically interprets test results and displays a summary on the analyzer display screen. The results can be printed using a connected printer if needed. The detected analytes are displayed in red. For other analytes tested, they are displayed in green if not detected or in gray if not applicable or invalid. The analyzer will report if an error occurs during processing, in which case the test will fail and no results will be provided (screen will show "FAIL").

All the reagents required for the complete execution of the test are pre-loaded and selfcontained in the QIAstat-Dx GI Panel 2 Mini B&V cartridge. The user does not need to manipulate any reagents. During the test, reagents are handled by pneumatically-operated microfluidics without any direct contact with the user or the analyzer actuators.

Within the cartridge, multiple steps are automatically performed in sequence by using pneumatic pressure and a multiport valve to transfer sample and fluids via the Transfer Chamber (TC) to their intended destinations. Following the introduction of the sample from a disposable transfer pipette, the following assay steps occur automatically and sequentially:

• Sample Pre-treatment for PCR Inhibitors removal
• Resuspension of Internal Control and Proteinase K ●
• Cell lysis using mechanical and/or chemical means
• Membrane-based nucleic acid purification
• Rehydration of Master Mix ●
• Transfer of defined aliquots of eluate/master mix to different reaction chambers ●
• Performance of multiplex real-time RT-PCR testing within each reaction ● chamber.

The provided text describes a 510(k) premarket notification for a medical device called the QIAstat-Dx GI Panel 2 Mini B&V. This document focuses on demonstrating substantial equivalence to a legally marketed predicate device, the QIAstat-Dx Gastrointestinal Panel 2 (K220062), rather than detailing original acceptance criteria and a comprehensive study designed to prove the device meets those criteria from scratch.

The core of the submission is that the QIAstat-Dx GI Panel 2 Mini B&V is a "reduced version" of the predicate device. It is identical in hardware, reagents, and underlying PCR technology, with the only difference being a modified "Assay Definition File (ADF)" that masks results for all but five specific pathogens. Because of this, the performance data for the new device is considered "equivalent" to the predicate device's data for these five analytes.

Therefore, many of the typical elements of an acceptance criteria study (like an independent test set, MRMC study, or detailed ground truth establishment for a new study) are not explicitly present for the QIAstat-Dx GI Panel 2 Mini B&V in this document, as the submission relies on the existing clearance of the predicate device for its performance claims.

However, based on the provided text, here's an attempt to extract and infer the information requested:

1. A table of acceptance criteria and the reported device performance

The document does not provide a specific table of acceptance criteria for this specific submission. Instead, it states that "The performance data for the QIAstat-Dx GI Panel 2 Mini B&V is equivalent to the QIAstat-Dx Gastrointestinal Panel 2 (K220062) with the exception that it only includes data for the five analytes detected by the QIAstat-Dx GI Panel 2 Mini B&V (Norovirus, Campylobacter, Shigella, Shiga-like toxin E. coli (STEC) and Salmonella)."

It then directs the reader to "Please see the QIAGEN QIAstat-Dx GI Panel 2 Mini B&V Instructions for Use for performance tables." Since these tables are not included in the provided text, we cannot present a direct table of acceptance criteria and reported device performance from this document. The implication is that the predicate device's performance, as accepted during its original 510(k) clearance (K220062), serves as the de facto "acceptance criteria" for these five analytes for the new device by virtue of its identical underlying technology.

2. Sample size used for the test set and the data provenance

The document does not describe a new, independent test set for the QIAstat-Dx GI Panel 2 Mini B&V. Instead, it relies on the data collected for the predicate device (QIAstat-Dx Gastrointestinal Panel 2, K220062). The sample size, country of origin, and whether the data was retrospective or prospective for the predicate device's studies are not detailed in this document.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

This information is not provided in the document, as it refers to the predicate device's data rather than a new study with independent expert ground truth establishment for this submission.

4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

This information is not provided in the document.

5. If a multi reader multi case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance

This device is a diagnostic nucleic acid test, not an AI-powered image analysis tool or a device that directly assists human readers in interpreting imaging or other complex data. Therefore, an MRMC study and effects on human reader performance are not applicable to this type of device.

6. If a standalone (i.e. algorithm only without human-in-the loop performance) was done

This refers to the performance of the assay itself. The performance of the QIAstat-Dx GI Panel 2 Mini B&V (which functions like a standalone test after sample input) is considered "equivalent" to the predicate device's performance for the five detected analytes. The document notes that "The QIAstat-Dx Analyzer 1.0 automatically interprets test results and displays a summary on the analyzer display screen." This implies a standalone (algorithm only) performance for result generation, as long as human intervention refers to the interpretation of the raw data by the user, rather than the final qualitative result presented by the device.

7. The type of ground truth used (expert consensus, pathology, outcomes data, etc)

For nucleic acid amplification tests like this, the ground truth is typically established by well-characterized reference methods, often involving:

• Culture: For bacterial targets, traditional microbiology culture is a common reference standard.
• Reference PCR/Molecular Methods: Highly sensitive and specific laboratory-developed or validated molecular assays.
• Sequencing: For definitive characterization where applicable.

The document does not explicitly state the specific ground truth methods used for the predicate device's studies, but these are the standard approaches for such assays. It does mention that "Concomitant culture is necessary for organism recovery and further typing of bacterial agents" in its indications for use, suggesting culture is an important complementary method in clinical practice.

8. The sample size for the training set

The document does not describe a training set in the context of an AI/machine learning model. This device is a molecular diagnostic assay (PCR-based), not an AI-driven system. Therefore, the concept of a "training set" as it applies to AI models is not relevant here. Development and validation of such assays involve different types of studies (e.g., analytical validation, clinical validation) rather than "training" an algorithm.

9. How the ground truth for the training set was established

As per point 8, the concept of a training set for an AI model is not applicable. The development and validation of PCR assays involve establishing the analytical and clinical performance through rigorous testing against reference methods (as mentioned in point 7) and clinical samples.

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