The NObreath® is a portable, non-invasive device for the measurement of Fractional Exhaled Nitric Oxide (FeNO) in human breath. The production of nitric oxide is often found to be increased in inflammatory conditions such as asthma. Measurement of FeNO by NObreath® is a method to measure the decrease in FeNO concentration in asthma patients that often occurs after treatment with anti-inflammatory pharmacological therapy, as an indication of the therapeutic effect in patients with elevated FeNO levels. The fractional NO concentration in expired breath (FeNO), can be measured by NObreath® according to guidelines for NO measurement established by the American Thoracic Society. NObreath® is intended for children, 7-17 years, and adults 18 years and older. NObreath® 12 second test mode is for age 7 and up NObreath® 10 second test mode is for ages 7-10 only who cannot successfully complete a 12 second test. FeNO measurements provide the physician with means of evaluating an asthma patient's response to anti-inflammatory therapy, as an adjunct to the established clinical and laboratory assessments in asthma. The NObreath® cannot be used with infants or by children under the age of 7 as measurement requires patient cooperation. NObreath® should not be used in critical care, emergency care or in anesthesiology.
Device Story
Portable, non-invasive system for quantitative measurement of FeNO in human breath; utilizes electrochemical sensor technology. Patient performs deep inhalation followed by 10 or 12-second controlled exhalation into disposable mouthpiece with filter. Device processes breath sample to display NO concentration in parts per billion (ppb). Used in clinical settings by healthcare professionals to monitor asthma patients' response to anti-inflammatory therapy; results assist in evaluating therapeutic efficacy. Device connects to PC via USB or Bluetooth for data management. Benefits include objective monitoring of airway inflammation, aiding clinical decision-making regarding corticosteroid treatment adjustments.
Clinical Evidence
Two clinical studies performed. Clinical precision study (n=76; 24 pediatric, 52 adult) evaluated user bias and within-subject precision across various FeNO concentration bins; results showed CVs ranging from 1.89% to 13.35%. Clinical efficacy study (n=186; 95 adult, 91 pediatric) evaluated FeNO changes following 2 weeks of corticosteroid therapy; patients with elevated baseline FeNO (n=139) showed mean FeNO reduction of -13.7 ppb (-27.7%), correlated with a -29.7% mean improvement in ACQ scores and 10.1% mean change in FEV1.
Technological Characteristics
Portable electrochemical sensor system; measures FeNO in ppb. Operating range: 15°C-30°C, 20-80% RH. Connectivity: USB and Bluetooth. Power: Rechargeable battery with AC adapter. Disposable mouthpiece with integrated filter. Calibration: Annual via CaliBag accessory; 6-month quality check required. Complies with ANSI ES 60601-1 and IEC 60601-1-2.
Indications for Use
Indicated for children (7-17 years) and adults (18+) to measure Fractional Exhaled Nitric Oxide (FeNO) as an adjunct to clinical/laboratory assessments for evaluating asthma patients' response to anti-inflammatory therapy. Contraindicated for infants and children under 7; not for use in critical care, emergency care, or anesthesiology.
Regulatory Classification
Identification
A breath nitric oxide test system is a device intended to measure fractional nitric oxide in human breath. Measurement of changes in fractional nitric oxide concentration in expired breath aids in evaluating an asthma patient's response to anti-inflammatory therapy, as an adjunct to established clinical and laboratory assessments of asthma. A breath nitric oxide test system combines chemiluminescence detection of nitric oxide with a pneumotachograph, display, and dedicated software.
Special Controls
*Classification.* Class II (special controls). The special control is FDA's guidance entitled “Class II Special Controls Guidance Document: Breath Nitric Oxide Test System.” See § 862.1(d) for the availability of this guidance document.
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FDA
U.S. FOOD & DRUG
ADMINISTRATION
# 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY
ASSAY AND INSTRUMENT
## I Background Information:
A 510(k) Number
K203695
B Applicant
Bedfont Scientific Ltd
C Proprietary and Established Names
NObreath®
D Regulatory Information
| Product Code(s) | Classification | Regulation Section | Panel |
| --- | --- | --- | --- |
| MXA | Class II | 21 CFR 862.3080 - Breath Nitric Oxide Test System | CH - Clinical Chemistry |
## II Submission/Device Overview:
A Purpose for Submission:
New device
B Measurand:
Fractional exhaled nitric oxide (FeNO)
C Type of Test:
Quantitative, electrochemical sensor
## III Intended Use/Indications for Use:
Food and Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993-0002
www.fda.gov
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K203695 - Page 2 of 10
A Intended Use(s):
See Indications for Use below.
B Indication(s) for Use:
The NObreath® is a portable, non-invasive device for the measurement of Fractional Exhaled Nitric Oxide (FeNO) in human breath. The production of nitric oxide is often found to be increased in inflammatory conditions such as asthma. Measurement of FeNO by NObreath® is a method to measure the decrease in FeNO concentration in asthma patients that often occurs after treatment with anti-inflammatory pharmacological therapy, as an indication of the therapeutic effect in patients with elevated FeNO levels.
The fractional NO concentration in expired breath (FeNO), can be measured by NObreath® according to guidelines for NO measurement established by the American Thoracic Society.
NObreath® is intended for children, 7-17 years, and adults 18 years and older. NObreath® 12 second test mode is for age 7 and up
NObreath® 10 second test mode is for ages 7-10 only who cannot successfully complete a 12 second test.
FeNO measurements provide the physician with means of evaluating an asthma patient's response to anti-inflammatory therapy, as an adjunct to the established clinical and laboratory assessments in asthma. The NObreath® cannot be used with infants or by children under the age of 7 as measurement requires patient cooperation.
NObreath® should not be used in critical care, emergency care or in anesthesiology.
C Special Conditions for Use Statement(s):
Rx - For Prescription Use Only
D Special Instrument Requirements:
NObreath®
IV Device/System Characteristics:
A Device Description:
NObreath® is a portable system for the non-invasive, quantitative measurement of the fraction of exhaled nitric oxide (NO) in expired human breath (FeNO). The NObreath® system is comprised of the main unit with AC adapter, a rechargeable battery, an electrochemical NO sensor, disposable patient mouthpiece with filter. The device can connect to the PC via a standard USB cable or wirelessly via Bluetooth.
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K203695 - Page 3 of 10
## B Principle of Operation:
For testing, the patient inhales deeply and slowly exhales for 10 or 12 seconds through the patient filter. In approximately 12 seconds the NO concentration is displayed in parts per billion (ppb). Results are processed using dedicated software. The device has built-in system control procedures and a Quality Check to be performed every 6 months.
The measurement principle is based on American Thoracic Society guidelines (ATS/ERS Recommendations for Standardized Procedures for the Online and Offline Measurement of Exhaled Lower Respiratory Nitric Oxide and Nasal Nitric Oxide, 2005. Am J Respir Crit Care Med. 2005;171:912-930). The last fraction of the exhalation is evaluated for average NO concentration. NO is measured using electrochemical detection.
## C Instrument Description Information:
1. Instrument Name:
NObreat®
2. Specimen Identification:
The test operator identifies the patient by name. The results can be saved to the patient’s file which is set up prior to the measurement.
3. Specimen Sampling and Handling:
The user obtains a breath sample by having the subject exhale into the device.
4. Calibration:
The NObreat® is initially calibrated in the factory but there is a calibration accessory called a CaliBag which allows the user to calibrate the device. The device labeling recommends that the device be calibrated annually.
5. Quality Control:
A two-level quality check should be performed on the NObreat® once every six months to ensure the NObreat® is within specification.
## V Substantial Equivalence Information:
A Predicate Device Name(s):
NIOX VERO
B Predicate 510(k) Number(s):
K170983
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K203695 - Page 4 of 10
# C Comparison with Predicate(s):
| Device & Predicate Device(s): | K203695 | K170983 |
| --- | --- | --- |
| Device Trade Name | NObreath® | NIOX VERO |
| General Device Characteristic Similarities | | |
| Intended Use/Indications For Use | Same | For the quantitative measurement of fractional exhaled nitric oxide (FeNO) in human breath |
| Measurand | Same | Fractional exhaled nitric oxide |
| Limit of Detection | Same | 5 ppb |
| Technology | Same | Electrochemical sensor technology |
| Limit of Detection | Same | 5 ppb |
| General Device Characteristic Differences | | |
| Measuring range | 5 – 500 ppb | 5 – 300 ppb |
| Claimed altitude range | 6300 feet above sea level | None claimed |
| Claimed temp / humid range | 15°C-30°C
20-80% RH | 10-35°C
20-80% RH |
# VI Standards/Guidance Documents Referenced:
- ANSI ES 60601-1:2005/(R)2012 and A1:2012 Medical electrical equipment - Part 1: General requirements for basic safety and essential performance
- IEC 60601-1-2 Collateral standard: Electromagnetic disturbances - Requirements and tests
# VII Performance Characteristics (if/when applicable):
## A Analytical Performance:
1. Precision/Reproducibility:
**Analytical precision**
Nitric oxide was mixed in a balance gas (N2) to simulate breath samples. Samples of NO concentrations were determined using a calibrated chemiluminescence device. The results were collected over five operating days, two sessions per day, four runs per session (two adult and two child) with two replicates for each concentration, across fifteen different
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devices using the concentrations 10, 25, 75, 200, 350 and 500ppb (N = 200 per concentration; N=1200 in total).
The sponsor's acceptance criteria for the precision experiment were: at FeNO concentrations of ≤50 ppb, the standard deviation should be ≤ 5 ppb, and for FeNO concentrations >50 ppb, the CV (Coefficient of Variation) should be ≤10%. The study showed that for FeNO concentrations ≤50 ppb, all of the standard deviations observed were ≤ 1.6 ppb, and for concentrations >50 ppb, all of the CVs observed were ≤ 4.7%.
## Clinical precision
The clinical precision of the candidate device was evaluated in a mixed study population of 76 participants including 24 pediatric participants (ages 7-17 years) and 52 adults (18 years and older). Participants were asked to obtain two NObreath® measurements with the assistance of three health care professionals (HCPs), for a total of six NObreath® evaluations per participant.
The clinical precision study was designed to capture the accuracy and precision of the NObreath® device, therefore FeNO values acquired by subjects covered potential FeNO values which would be observed in clinical practice. The within subject precision* was assessed from this study population and is presented in the table below:
| Median Concentrations | N | Within Subject Mean SD (ppb) | Within Subject Mean CV (%) | 95% CI for CV (%) |
| --- | --- | --- | --- | --- |
| 0 to <10 | 10 | 0.8034172 | 13.35% | 7.85%; 18.85% |
| 10 to <20 | 21 | 1.2430966 | 9.18% | 6.73%; 11.64% |
| 20 to <30 | 23 | 0.9720727 | 4.17% | 2.48%; 5.85% |
| 30 to <40 | 5 | 1.2279205 | 3.65% | 1.3%; 6% |
| 40 to <50 | 5 | 1.3867462 | 3.17% | 0.23%; 6.1% |
| >=50 | 12 | 1.4078969 | 1.89% | 1.29%; 2.48% |
*Three subjects in the clinical precision study had a large variation between the measurements. One subject was from the median concentration bin of >= 50 ppb and two subjects were from the median concentration bin of 40 to <50 ppb. The % CV for these subjects was 10.24%, 21.54%, and 14.17%. This table excludes data from these three subjects.
## 2. Linearity:
A mixture of air and NO gas at 200 ppb was mixed to obtain eleven different NO concentrations (5, 10, 15, 30, 50, 100, 150, 200, 300, 400, and 500 ppb), and was connected in line with the candidate device. Five replicate determinations of all concentrations were tested on four devices in both 12 second (adult) and 10 second (child) modes. Results are summarized below:
K203695 - Page 5 of 10
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| Device and mode | Slope | Intercept | R² |
| --- | --- | --- | --- |
| 1 - adult | 0.975 | 1.80 | 0.9993 |
| 2 - adult | 1.020 | -1.86 | 0.9997 |
| 3 - child | 1.009 | -0.60 | 0.9992 |
| 4 - child | 1.031 | 1.05 | 0.9999 |
Effects of extreme temperature and relative humidity.
The sponsor performed a study to evaluate the effect of different temperatures and humidity conditions on the performance of the device. The following temperature / humidity combinations were evaluated:
Adult Mode: 15°C / 20%, 15°C / 80%, 30°C / 20%, 30°C / 80%, 22°C / 37%
Child Mode: 15°C / 20%, 15°C / 80%, 35°C / 20%, 35°C / 80%, 22°C / 37%
The NO concentrations evaluated were 10, 25, 75, 200, 350 and 500 ppb.
The data was collected using two NObreath® devices and three replicates were performed per device.
The sponsor’s acceptance criteria for this study were that for FeNO values ≤50 ppb the result should be ±5 ppb and for FeNO values >50ppb the result should be ±10%.
The results of the study showed that for FeNO values ≤50 ppb the maximum deviation was 4 ppb and for FeNO values >50 ppb the maximum % difference was 9.5%.
The results of the study support the claimed operating conditions for the NObreath®: 15°C-30°C, 20-80% RH.
3. Analytical Specificity/Interference:
Interference from endogenous and exogenous compounds
The sponsor performed a study to evaluate potential interference from endogenous and exogenous compounds. Five devices were evaluated and the acceptance criteria were that the bias is ≤ ± 5 ppb or 10% (whichever is greater) as compared to the control sample with no added interferent.
The following potential interferents were evaluated in this study and determined not to interfere with the results per the acceptance criteria:
Acetaldehyde, Acetonitrile, Acetone, Ammonia, Carbon Dioxide, Carbon Monoxide, Ethanol, Hydrogen, Hydrogen Sulphide, Isoprene, Oxygen, Hydrogen peroxide, Nitrogen dioxide.
A study was also conducted to investigate if there was any interference from exogenous substances including mouthwash (with and without alcohol), carbonated soft drinks (with and without caffeine), lozenges (with and without menthol), and toothpaste. Test subjects did not consume any food and liquid 1 hour before the tests, and subjects did not smoke 1 hour
K203695 - Page 6 of 10
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before the tests. The results were determined from the difference between the baseline FeNO reading, and the FeNO reading measured after the subjects had ingested or used the potential interferent. Three replicates were performed for each potential interferent from each of 10 test subjects. The sponsor’s acceptance criteria was that the results after using or ingesting the potential interferent should be within ± 5 ppb or 10% (whichever is greater) when compared to the control measurement. The study showed that the maximum observed difference was 2.4 ppb for all potential interferents.
## Effect of altitude
The sponsor performed a study to evaluate device performance at different simulated altitudes. The FeNO concentrations evaluated were 0, 55, 110, 220, 300, 400, and 450 ppm. The sponsor’s acceptance criteria were that when compared to the control, results should be within ± 5 ppb or ± 10%, whichever is greater. The maximum deviation for the first criterion was 3 ppb and the maximum percent difference for the second criterion was 7.3%.
## 4. Assay Reportable Range:
The results of the sponsor’s detection limit and linearity studies support the claimed measuring range of 5-500 ppb FeNO.
## 5. Traceability, Stability, Expected Values (Controls, Calibrators, or Methods):
The sponsor purchases the calibrated NO from British Oxygen Corporation (BOC). BOC provides a Certificate of Analysis (COA) with each cylinder. The BOC supplied COA states that each sample is traceable to internationally recognized reference materials or International Organization for Standardization (ISO) standards.
## 6. Detection Limit:
The limit of detection for the candidate device was determined based on CLSI EP17-A2. Ten devices were tested at 3 ppb (50 replicates) and 5 ppb (50 replicates) and over three days. Nitric oxide samples were mixed in a balance gas of simulated breath. The limit of detection was calculated using the parametric option in CLSI EP17-A2, using the following formulas: $$\mathrm{LoB} = \mu \mathrm{B} + 1.645\sigma \mathrm{B}$$ and $$\mathrm{LoD} = \mathrm{LoB} + 1.645\sigma \mathrm{S}$$. The results of the limit of detection analysis support the claimed detection limit of 5 ppb.
## 7. Assay Cut-Off:
Not applicable.
## 8. Accuracy (Instrument):
Please see Comparison Studies section below.
## 9. Carry-Over:
The sponsor performed a study to evaluate the potential for carryover from a high concentration FeNO sample to a subsequent sample. Three devices were evaluated and the
K203695 - Page 7 of 10
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FeNO concentrations applied to assess carryover in a negative sample ranged from approximately 5 to 500 ppb. The results showed no carryover effect.
## B Comparison Studies:
1. **Method Comparison with Predicate Device:**
The sponsor performed a study comparing a single FeNO measurement on the candidate and predicate devices in 83 subjects.
Linear regression produced the following:
$$
y = 0.9924x - 1.522
$$
$$
R^2 = 0.9766
$$
2. **Matrix Comparison:**
Not applicable. The assay can be run using breath samples only.
## C Clinical Studies:
1. **Clinical Sensitivity:**
Not applicable.
2. **Clinical Specificity:**
Not applicable.
3. **Other Clinical Supportive Data (When 1. and 2. Are Not Applicable):**
The sponsor provided the results of a study to evaluate the clinical accuracy of the candidate device.
A total of 186 patients (n=95 18 years and older and n=91 7 to 17 years of age) participated in a longitudinal study where measurements for FeNO, spirometry, and asthma control questionnaires were completed at baseline (Visit 1) and two weeks later (Visit 2) after therapeutic agents were administered.
For those with elevated initial FeNO defined by ATS >25ppb for adults and >20ppb for children (total n=139), there was a fall in mean FeNO measured by NObreath® in patients with elevated FeNO levels for combined adult and pediatric treatment population (n=139).
Results showed a mean change of -13.7 ppb (-27.7%) with a mean SD of 17.8.
The decline in FeNO was accompanied by the following changes in subjective and objective asthma measures.
K203695 - Page 8 of 10
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The following secondary outcome measures showed the following after 2 weeks of corticosteroid therapy that accompanied the fall in FeNO described above.
ACQ:
Mean ACQ score fell by -29.7% after corticosteroids therapy
FEV1:
There was a mean FEV1 change of 10.1% after corticosteroids therapy
Of the 186 total patients in the study, 139 had an elevated initial FeNO (defined as >25 ppb for adults and 20 ppb for children). The change in absolute FeNO concentrations is presented in the table below:
| Population | Baseline mean | Baseline SD | Followup mean | Followup SD | Change mean | Change SD |
| --- | --- | --- | --- | --- | --- | --- |
| Adults (N=66) | 48.4 | 26.7 | 35.8 | 24.1 | 12.6 | 17.2 |
| Children (N=73) | 44.2 | 25.6 | 29.5 | 20.1 | 14.7 | 18.4 |
| All (N=139) | 46.2 | 26.1 | 32.5 | 22.2 | 13.7 | 17.8 |
The mean % change for FeNO, FEV1, and ACQ in the same group of 139 patients is presented in the table below.
| Population | Mean FeNO change | Mean FEV1 change | Mean ACQ change |
| --- | --- | --- | --- |
| Adults (N=66) | -25.4% | 17.1% | -32.1% |
| Children (N=73) | -29.6% | 3.8% | -27.5% |
| All (N=139) | -27.7% | 10.1% | -29.7% |
D Clinical Cut-Off:
Not applicable.
E Expected Values/Reference Range:
The sponsor is instructing users in their labeling to refer to the FeNO interpretation charts from the American Thoracic Society guidelines¹.
¹Official ATS Clinical Practice Guideline: Interpretation of Exhaled Nitric Oxide Levels (FENO) for Clinical Applications, May 2011.
K203695 - Page 9 of 10
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F Other Supportive Instrument Performance Characteristics Data:
Not applicable.
VIII Proposed Labeling:
The labeling supports the finding of substantial equivalence for this device.
IX Conclusion:
The submitted information in this premarket notification is complete and supports a substantial equivalence decision.
K203695 - Page 10 of 10
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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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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.
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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.
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.
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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.
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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.
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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.
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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.
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.