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510(k) Data Aggregation
(195 days)
Fertilité OV™ (PSC Fertility Monitor) is an over-the-counter ("OTC") in vitro diagnostic ("IVD") device intended for use by women as an aid in conception by measuring hormone-induced changes in the composition of the perspiration on the skin during the menstrual cycle. Properly used, it gives more notice for conceiving and is not invasive. It is NOT to be used for contraception.
The PSC Fertility Monitor consists of a small wristwatch that houses an interactive microprocessor and a biochemical sensor. The device measures chloride ion levels in female sweat from the skin surface in order to predict current fertility status by displaying the result on the screen. The device provides the user with notice up to four days before ovulation during which the user may have the greatest chance of becoming pregnant.
Here's an analysis of the acceptance criteria and study detailed for the PSC Fertility Monitor, based on the provided text:
1. Table of Acceptance Criteria and Reported Device Performance
The provided text does not explicitly state quantitative acceptance criteria (e.g., specific sensitivity, specificity, accuracy thresholds). Instead, the performance is described in a comparative manner against existing methods.
Acceptance Criterion (Implied) | Reported Device Performance |
---|---|
Clinical usefulness as a non-invasive method of predicting impending ovulation. | Predicted ovulation better than basal body temperature (BBT). |
Comparability to legally marketed fertility monitors. | Predicted ovulation almost as well as LH levels in urine. |
2. Sample Size Used for the Test Set and Data Provenance
- Sample Size for Test Set: 100 female research participants.
- Data Provenance: Prospective clinical study. The country of origin is not explicitly stated, but the submitter is based in Toronto, Ontario, Canada.
3. Number of Experts Used to Establish Ground Truth for the Test Set and Their Qualifications
This information is not provided in the text. The ground truth was established by clinical measurements rather than expert consensus on images or interpretations.
4. Adjudication Method for the Test Set
This information is not applicable as the ground truth was established by direct clinical measurements of serum LH levels, not by a panel of experts adjudicating interpretations.
5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done
No, a Multi-Reader Multi-Case (MRMC) comparative effectiveness study was not done. The study compared different fertility monitors (devices measuring different parameters) against a common objective ground truth (serum LH levels), not different human readers with and without AI assistance.
6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done
Yes, the study evaluated the standalone performance of the PSC Fertility Monitor (and other monitors) directly against serum LH levels. This device is an "over-the-counter" device, implying it provides direct output to the user without a human expert interpreting the device's reading or interacting with an algorithm.
7. The Type of Ground Truth Used
The ground truth used was serum LH levels, which represents an objective clinical measurement.
8. The Sample Size for the Training Set
The text does not mention a separate training set or its sample size. The clinical study described appears to be a validation study for the device's performance. It's common for medical devices, particularly those involving biochemical measurements, to have algorithms or calibration developed prior to a clinical validation, but the details of any such training data are not included here.
9. How the Ground Truth for the Training Set Was Established
Since a training set is not explicitly mentioned, the method for establishing its ground truth is not provided.
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(37 days)
The QUIK-CHECK™ Ovulation Predictor Test is a qualitative, one-step, midstream assay for the detection of human Luteinizing Hormone (LH) in urine as an aid in conception by reliably predicting ovulation. The QUIK-CHECK™ Ovulation Predictor Test is intended for use by the lay consumer.
The QUIK-CHECK™ Ovulation Predictor Test is a midstream test used for the qualitative measurement of Luteinizing Hormone (LH) and the detection of the LH surge in a woman's urine as an aid in reliably predicting ovulation. The ovulation predictor test is intended for use outside the body (in vitro diagnostic use) by women at home. The QUIK-CHECK™ ass outside the counter (OTC) device that will be sold under that will be sold under the QUIK-CHECK™ brand and various private labels. The QUIK-CHECK™ Ovulation Predictor Test employs a unique combination of monoclonal antibody-dye particle conjugates and polyclonal-solid phase antibodies to selectively identify human Luteinizing Hormone (LH) in urine. As the urine flows through the absorbent portion of the device, the antibody-dye particle conjugate binds to the LH, forming an antibodyantigen complex. This complex binds to the anti-LH antibody in the test zone and produces a pink-rose color band. The color intensity of this band is equal to or greater than that of the control band when the LH concentration is greater than 40 mIU/mL. In urine with LH concentrations of less than 40 mIU/mL, the band in the test zone will appear lighter than the control band. In the absence of LH in urine, no test band will show up in the test zone. The test has also incorporated a control system where a pink-colored band will always appear in the control zone, demonstrating that the test is functioning correctly.
Here's a breakdown of the acceptance criteria and study details for the QUIK-CHECK™ Ovulation Predictor Test, based on the provided text:
Acceptance Criteria and Device Performance
Acceptance Criteria (Comparison to ClearPlan Easy®) | Reported Device Performance (QUIK-CHECK™) |
---|---|
Substantially equivalent to ClearPlan Easy® Ovulation Test. | Trained Lab Technician (QUIK-CHECK™ vs. ClearPlan Easy®): >99% Accuracy (99% - 100%* CI) |
Consumer (QUIK-CHECK™ vs. ClearPlan Easy®): 95% Accuracy (94% - 96%* CI) | |
Test functioning correctly (control band always appears). | "a pink-colored band will always appear in the control zone, demonstrating that the test is functioning correctly." (Implied acceptance met) |
Detection of LH surge when LH concentration is greater than 40 mIU/mL (test band equal to or greater than control). | "The color intensity of this band [test band] is equal to or greater than that of the control band when the LH concentration is greater than 40 mIU/mL." |
Test band lighter than control band when LH concentration is less than 40 mIU/mL. | "In urine with LH concentrations of less than 40 mIU/mL, the band in the test zone will appear lighter than the control band." |
No test band in the absence of LH. | "In the absence of LH in urine, no test band will show up in the test zone." |
* Note: The document explicitly states "95% confidence Intervals" for the accuracy percentages.
Study Information
2. Sample Size Used for the Test Set and Data Provenance:
- Sample Size: 100 females
- Data Provenance: The study was a "clinical trial" with volunteers conducting testing at "home" and providing "urine samples." The "study coordinator tested each sample." There's no explicit mention of the country of origin, but the manufacturer and correspondent are in the US, while the manufacturing plant is in China. Given the context of a 510(k) summary for the US market, it's highly probable the clinical trial was conducted in the US. The data is prospective as it involved volunteers performing tests over a menstrual cycle.
3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of those Experts:
- Number of Experts: Not explicitly stated as "experts" establishing ground truth. The "study coordinator" tested each sample using both the QUIK-CHECK™ and the ClearPlan Easy® Tests. Given the context of comparing the new device to a predicate, the ClearPlan Easy® Test itself served as the reference for ground truth in this comparative study. Separately, one part of the analysis involved a "Trained Lab Technician" for both devices.
- Qualifications: "Trained Lab Technician." No specific details on their years of experience or precise qualifications (e.g., specific certifications) are provided.
4. Adjudication Method for the Test Set:
- The text describes a direct comparison: "The study coordinator tested each sample using the QUIK-CHECK™ and the ClearPlan Easy® Tests. The data obtained was recorded as Negative (no surge) or Positive (surge)." There is no mention of an adjudication method involving multiple readers resolving discrepancies. The comparison is directly between the two tests' results as interpreted by the study coordinator or consumer.
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:
- No, an MRMC comparative effectiveness study involving AI assistance for human readers was not conducted. This device is an in-vitro diagnostic test, not an AI-powered system providing assistance to human readers for image interpretation or diagnosis. The comparisons are between two similar diagnostic tests, used either by trained personnel or consumers.
6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) Was Done:
- This question is not applicable in the typical sense of AI algorithms. The device itself is a standalone diagnostic test. Its performance was evaluated both when interpreted by "Trained Lab Technician" and by the "Consumer," indicating the device's standalone performance under different user conditions.
7. The Type of Ground Truth Used:
- The ground truth in this study was established by comparative testing against a legally marketed predicate device, the ClearPlan Easy® Ovulation Test. The aim was to demonstrate "substantial equivalence" to this established product. The "data obtained was recorded as Negative (no surge) or Positive (surge)" for both devices, implying the ClearPlan Easy® result served as the de-facto ground truth for evaluating the QUIK-CHECK™ device's accuracy in identifying LH surges.
8. The Sample Size for the Training Set:
- The document describes "A clinical trial... to compare the performance." This sounds like a validation or test set rather than a training set as would be discussed for machine learning algorithms. There is no mention of a separate "training set" or a developmental phase with a distinct sample size for this device. The 100 females served as the test set for the performance evaluation.
9. How the Ground Truth for the Training Set Was Established:
- As there is no distinct "training set" mentioned in the context of this 510(k) summary for a point-of-care diagnostic device, this question is not explicitly addressed. The development of such devices typically involves internal testing and calibration, but the provided text focuses on the clinical validation study for regulatory submission.
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