K Number
K030081
Manufacturer
Date Cleared
2003-10-06

(270 days)

Product Code
Regulation Number
882.5550
Panel
NE
Reference & Predicate Devices
Predicate For
N/A
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

This device is a disposable system designed for the drainage of cerebrospinal fluid from the brain ventricles to a calibrated collection bag, graduated to provide an approximate volume measurement of the fluid collected, and is indicated for use to relieve elevated intracranial pressure or fluid volume (e.g., due to hydrocephalus).

Device Description

CSF (TM) is a disposable system designed for the drainage of cebrospinal fluid from the brain ventricles to a calibrated collection bag, graduated to provide an approximate volume measurement of the fluid collected. The radiopaque silicone ventricular catheter has been specially designed to drain the cerebropinal fluid from the ventricles through a series of perforations, and it can be inserted into the ventricular cavity with a 30 cm stainless steel stylet included in the system. The CSF (TM) includes a 400 or 600 ml collection bag (respectively CSF400™ and CSF600™) with a bottom drainage port, a small reservoir of 50 ml for liquid just drained, a 270 mm height scale for system 600 and 200 mm for model 400 which is used for positioning the collection unit, a drip chamber which enables visualization of the CSF flow as the fluid enters the bag and permits an approximate measurement of the drainage flow rate, a one-way valve to prevent reflux of the fluid, a 3 way stopcock and a 20 cc syringe to prime the system before its connection to the catheter. The system is designed to facilitate ventricular drainage, fluid injection, CSF sampling and intracranial pressure monitoring. The CSF (TM) system is presented individually packed and sterile.

AI/ML Overview

This submission describes the CSF400™ and CSF600™ Central Nervous System Fluid Drainage Sets, which are disposable systems designed for the drainage of cerebrospinal fluid from the brain ventricles to a calibrated collection bag. The purpose of this document is to determine whether the device meets acceptance criteria based on the provided information.


1. Acceptance Criteria and Reported Device Performance

The submission focuses on establishing substantial equivalence to a predicate device rather than defining and meeting specific analytical or clinical performance acceptance criteria with numerical targets. Therefore, the "acceptance criteria" are implied to be that the device exhibits "Similar" or "Identical" technological characteristics across various categories when compared to the predicate device.

Technological CharacteristicAcceptance Criteria (Implied)Reported Device Performance (vs. K820247)
Indications for useIdentical (or substantially similar)Identical
Target populationIdentical (or substantially similar)Identical
DesignSimilarSimilar
MaterialsSimilarSimilar
PerformanceSimilarSimilar
SterilitySimilarSimilar
BiocompatibilitySimilarSimilar
Mechanical safetySimilarSimilar
Chemical safetyNot ApplicableNot Applicable
Anatomical sitesIdentical (or substantially similar)Identical
Human factorsSimilarSimilar
Energy used and/or deliveredIdentical (or substantially similar)Identical
Compatibility with environment and other devicesIdentical (or substantially similar)Identical
Where usedIdentical (or substantially similar)Identical
Standards metSimilarSimilar
Electrical safetyNot ApplicableNot Applicable
Thermal safetyNot ApplicableNot Applicable
Radiation safetyNot ApplicableNot Applicable

Summary of Device Performance: The device's performance is reported as "Similar" or "Identical" across all relevant technological characteristics when compared to the predicate device, K820247. This fulfills the implicit acceptance criteria for substantial equivalence.


2. Sample Size and Data Provenance for the Test Set

The provided document does not describe a specific "test set" in the context of an algorithm's performance evaluation. This submission is a 510(k) premarket notification for a medical device (a CSF drainage set), not an AI/ML software device. Therefore, there is no discussion of a test set, sample size for a test set, or data provenance in the way one would analyze an AI/ML algorithm.

The demonstration of safety and effectiveness relies on comparison to a predicate device, assuming similar engineering, materials, and clinical indications imply similar safety and efficacy.


3. Number of Experts and Qualifications for Ground Truth of Test Set

As this is a 510(k) for a physical medical device and not an AI/ML algorithm, there is no mention or requirement for ground truth established by experts for a test set. The substantial equivalence is determined by reviewing the technological characteristics and intended use in comparison to a legally marketed predicate device.


4. Adjudication Method for the Test Set

Since there is no "test set" for an algorithm's performance, no adjudication method is described or relevant in this 510(k) submission.


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

An MRMC comparative effectiveness study is typically relevant for evaluating the impact of AI systems on human reader performance (e.g., radiologists interpreting images). This submission does not discuss an MRMC study, as it is for a physical medical device (CSF drainage set) and not an AI/ML diagnostic or assistive tool. Therefore, there is no effect size reported for human readers improving with or without AI assistance.


6. Standalone Algorithm Performance Study

A standalone performance study (algorithm only, without human-in-the-loop) is a concept applicable to AI/ML software devices. This submission does not include or refer to a standalone algorithm performance study as the device is a physical medical device, not a software algorithm.


7. Type of Ground Truth Used

For a physical medical device like the CSF drainage set, the "ground truth" for demonstrating safety and effectiveness is generally derived from:

  • Established engineering principles and testing: Verifying material properties, mechanical integrity, sterility, biocompatibility, etc., against recognized standards.
  • Clinical experience with predicate devices: Relying on the known safety and efficacy profile of a substantially equivalent device already on the market.
  • Performance testing: While not explicitly detailed as "ground truth," performance characteristics like flow rates, volume measurements, and prevention of reflux would be validated through engineering tests.

The document's statement: "This device is safe and effective as the other predicate device cited above" indicates that the ground truth for safety and effectiveness is tied to the established safety and effectiveness of the predicate device (K820247).


8. Sample Size for the Training Set

The concept of a "training set" applies to machine learning algorithms. This 510(k) submission for a physical medical device does not involve or mention a training set.


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

As there is no training set mentioned or applicable for this type of device submission, there is no discussion of how ground truth for a training set was established.

§ 882.5550 Central nervous system fluid shunt and components.

(a)
Identification. A central nervous system fluid shunt is a device or combination of devices used to divert fluid from the brain or other part of the central nervous system to an internal delivery site or an external receptacle for the purpose of relieving elevated intracranial pressure or fluid volume (e.g., due to hydrocephalus). Components of a central nervous system shunt include catheters, valved catheters, valves, connectors, and other accessory components intended to facilitate use of the shunt or evaluation of a patient with a shunt.(b)
Classification. Class II (performance standards).