The Microlife Digital Infrared Ear Thermometer, Model IR1DN1 (IR210) device is an electronic clinical thermometer using an infrared sensor to detect body temperature from the auditory canal in the neonatal, pediatric and adult population used in the home setting.
Device Story
The Microlife Digital Infrared Ear Thermometer (Model IR1DN1/IR210) is a handheld electronic device for home use. It utilizes an infrared thermopile sensor to detect natural thermal radiation from the tympanic membrane and surrounding ear canal tissue. The device captures infrared energy, which is processed by an internal application-specific integrated circuit (ASIC) to calculate temperature values. The user operates the device via three buttons (Start/Power, M, Mode) and views results on an LCD screen. It features a position indicator to assist with proper probe placement and provides a high-temperature alarm (10 beeps and red backlight) for readings ≥37.5°C. The device stores up to 30 readings. By providing accurate, non-invasive temperature monitoring, it assists users in tracking health status and identifying potential fever, facilitating timely clinical decision-making.
Clinical Evidence
Clinical study conducted per ASTM E1965-98 and ISO 80601-2-56. Study design: randomized, simple blind, homologous control, pairing design. Sample size: 114 subjects (1/3 infants, 1/3 children, 1/3 adults). Primary endpoints: clinical bias, uncertainty of bias, and clinical repeatability. Results met all acceptance criteria for clinical study protocol.
Technological Characteristics
Infrared thermopile sensor (TPS23B). Materials: PCTG (probe), PMMA (buttons), ABS707 (housing), PP (rigid probe cover). Power: 3.0V DC (CR2032 battery). Dimensions: 159mm x 43mm x 60mm. Standards: ASTM E1965-98, ISO 80601-2-56, ISO 10993, IEC 60601-1, IEC 60601-1-2. Connectivity: None. Sterilization: Not applicable.
Indications for Use
Indicated for neonatal, pediatric, and adult populations for body temperature measurement via the auditory canal in a home setting.
Regulatory Classification
Identification
A clinical electronic thermometer is a device used to measure the body temperature of a patient by means of a transducer coupled with an electronic signal amplification, conditioning, and display unit. The transducer may be in a detachable probe with or without a disposable cover.
Special Controls
(1) Device is not a clinical thermometer with telethermographic functions;
(2) Device is not a clinical thermometer with continuous temperature measurement functions; and
(3) Appropriate analysis and testing (such as that outlined in the currently FDA-recognized editions, as appropriate, of ISO 80601-2-56, “Medical electrical equipment—Part 2-56: Particular requirements for basic safety and essential performance of clinical thermometers for body temperature measurement,” or ASTM E1965, “Standard Specification for Infrared Thermometers for Intermittent Determination of Patient Temperature,” or ASTM E1112, “Standard Specification for Electronic Thermometer for Intermittent Determination of Patient Temperature,” or ASTM E1104, “Standard Specification for Clinical Thermometer Probe Covers and Sheaths”) must validate specifications and performance of the device.
Predicate Devices
Microlife Digital Infrared Ear Thermometer, Model IR1DB1 (K003308)
Submission Summary (Full Text)
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July 16, 2019
Microlife Intellectual Property GmbH % Susan D. Goldstein-Falk Official Correspondent for Microlife Intellectual Property GmbH mdi Consultants, Inc. 55 Northern Boulevard, Suite 200 Great Neck, New York 11021
Re: K183663
Trade/Device Name: Microlife Digital Infrared Ear Thermometer, Model IR1DN1 (IR210) Regulation Number: 21 CFR 880.2910 Regulation Name: Clinical Electronic Thermometer Regulatory Class: Class II Product Code: FLL Dated: June 14, 2019 Received: June 17, 2019
Dear Susan D. Goldstein-Falk:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal
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statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
for Alan Stevens Assistant Director DHT3C: Division of Drug Delivery and General Hospital Devices, and Human Factors OHT3: Office of Gastrorenal, ObGyn, General Hospital and Urology Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known)
K183663
Device Name
Microlife Digital Infrared Ear Thermometer, Model IR 1DN1(IR210)
Indications for Use (Describe)
The Microlife Digital Infrared Ear Thermometer, Model IRIDNI (IR210) device is an electronic clinical thermometer using an infrared sensor to detect body temperature from the auditory canal in the neonatal, pediation used in the home setting.
| Type of Use (Select one or both, as applicable) | |
|-------------------------------------------------|--|
|-------------------------------------------------|--|
Prescription Use (Part 21 CFR 801 Subpart D)
X Over-The-Counter Use (21 CFR 801 Subpart C)
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# 510(k) SUMMARY
# The assigned 510(k) number is K183663
| Manufacturer's Name: | Microlife Intellectual Property GmbH, Switzerland<br>Espenstrasse 139<br>9443 Widnau / Switzerland |
|-------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------|
| Corresponding Official: | Mr. Gerhard Frick<br>Vice President of Technical and Service<br>Microlife Intellectual Property GmbH,<br>Switzerland |
| Telephone Number: | +41 79 216 0070 |
| Email: | gerhard.frick@microlife.ch |
| Preparation Date: | June 26, 2019 |
| Trade Name: | Microlife Digital Infrared Ear Thermometer,<br>Model IR1DN1 (IR210) |
| Common or Usual Name: | Clinical Electronic Thermometer |
| Regulation Name:<br>Regulation Number:<br>Product Code:<br>Device Class:<br>Primary Predicate Device: | Clinical Electronic Thermometer<br>21 CFR 880.2910<br>FLL<br>Class II<br>K003308 Microlife Digital Infrared Ear<br>Thermometer, Model IR1DB1 |
# Device Description:
The Microlife Digital Infrared Ear Thermometer, Model IR1DN1 (IR210) is an electronic thermometer using an infrared sensor (thermopile) to detect body temperature from the auditory canal. Its operation is based on measuring the natural thermal radiation emanating from the tympanic membrane and the adjacent surfaces.
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# Mode of operation:
The unit measures the infrared energy emitting from the middle ear and the surrounding tissue. This energy is absorbed by lenses and converted into temperature values.
The Microlife Digital Infrared Ear thermometer, Model IR1DN1 (IR210), consists of the following parts:
- a) Thermopile Sensor
- b) Application-Specific Integrated Circuitry
- c) EEPROM IC
- d) Capacitance-touch IC
- e) LCD and Backlight
- f) 3 buttons ("START/POWER" button, "M" button, "MODE" button)
- g) 1 battery CR2032 3.0V
- h) Probe cover
- I) Lens
The new Model IR1DN1 (IR210) has the same intended use and temperature measurement fundamental algorithm as the predicate device 510(k) K#003308 Microlife Model IR1DB1.
#### Indications for Use
The Microlife Digital Infrared Ear Thermometer, Model IR1DN1 (IR210) device is an electronic clinical thermometer using an infrared sensor to detect body temperature from the auditory canal in the neonatal, pediatric and adult population used in the home setting.
#### Substantial Equivalence Discussion
Both subject device and predicate device use infrared technology to measure and monitor the body temperature by the site of ear canal.
Microlife Digital Infrared Ear Thermometer IR1DN1 (IR210) has been compared to the cleared "Microlife Digital Infrared Ear Thermometer IR1DB1" (510(k) K#003308). A table comparing the two devices is provided as follows:
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| Item | 1. Subject Device<br>Microlife Digital Infrared Ear<br>Thermometer IR1DN1(IR210)<br>K183663 | 2. Predicate Device<br>Microlife Digital Infrared<br>Ear Thermometer IR1DB1<br>K003308 | Comparison |
|-------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------|
| Indications for<br>Use | The Microlife Digital Infrared Ear<br>Thermometer, Model IR1DN1(IR<br>210) device is an electronic<br>clinical thermometer using an<br>infrared sensor to detect body<br>temperature from the auditory<br>canal in the neonatal, pediatric<br>and adult population used in the<br>home setting. | The device is an electronic<br>clinical thermometer using<br>an infrared sensor to<br>detect body temperature<br>from the auditory canal in<br>the neonatal, pediatric and<br>adult population used in<br>the home setting. | Same |
| Thermometer<br>type | Infrared thermometer | Infrared thermometer | Same |
| Device<br>Measurement<br>Technology | Infrared | Infrared | Same |
| Measurement<br>target | Human Ear | Human Ear | Same |
| Measuring<br>location | Ear Canal | Ear Canal | Same |
| Physical<br>dimension | 159mm(L)*43mm(W)*60mm(H) | 128mm(L)*48mm(W)*30mm<br>(H) | Different |
| Power supply | 3.0V DC with 1 CR2032 battery | 3.0V DC with 1 CR2032<br>battery | Same |
| Display<br>resolution | 0.1°C or 0.1°F | 0.1°C or 0.1°F | Same |
| Item | 1. Subject Device<br>Microlife Digital Infrared Ear<br>Thermometer IR1DN1(IR210)<br>K183663 | 2. Predicate Device<br>Microlife Digital Infrared<br>Ear Thermometer<br>IR1DB1,K003308 | Comparison<br>1 vs 2 |
| Inspect the<br>accuracy of<br>blackbody | The sample must be pressed<br>"Start" button for 8 seconds<br>when the unit turns off, after two<br>short beep sounds, release<br>"Start" button, enters the<br>blackbody measurement mode.<br>The unit display 0.01°C or<br>0.01°F resolution in this mode. | The sample must be<br>pressed "Start" button for 8<br>seconds when the unit turns<br>off, after two short beep<br>sounds, release "Start"<br>button, enters the blackbody<br>measurement mode. The<br>unit display 0.01°C or<br>0.01°F resolution in this<br>mode. | Same |
| Measuring<br>range(body<br>mode) | 32.0-43.0 °C<br>(89.6-109.4 °F) | 32.0°C~42.2°C<br>(89.6°F~108.0°F) | Different<br>(1) See below |
| Accuracy(black<br>body mode) | ±0.2 °C: 35.0 ~ 42.0 °C<br>±0.3 °C: 32.0 ~ 34.9 °C<br>& 42.1 ~ 43.0 °C<br>±0.4 °F: 95.0 ~ 107.6 °F<br>±0.5 °F: 89.6 ~94.8 °F<br>& 107.8~109.4 °F | ±0.2ºC: 32.0~42.2ºC<br>±0.4°F:89.6~108.0°F | Different<br>(2) See below |
| Operating<br>conditions | 10°C~40°C (50°F~104°F)<br>15-95 % relative maximum<br>humidity | 10°C~40°C (50°F~104°F)<br>15-95 % relative maximum<br>humidity | Same |
| Storage<br>conditions | -25°C ~ 55 °C/-13°F ~131°F<br>15-95 % relative maximum<br>humidity | -25°C ~ 55 °C/-13°F ~131°F<br>15-95 % relative maximum<br>humidity | Same |
| Display type | LCD display | LCD display | Same |
| Memory | 30 sets memories | One set memory | Different<br>(3) See below |
| Error | Display $Er6$ if<br>system malfunction. | Display $Err$ if<br>system<br>malfunction. | Different<br>(4) See below |
| Power auto off<br>in clinical mode<br>and blackbody<br>mode | Approx. 1 minute after last<br>measurement has been taken | Approx. 1 minute after last<br>measurement has been<br>taken | Same |
| Item | 1. Subject Device<br>Microlife Digital Infrared Ear<br>Thermometer IR1DN1(IR210)<br>K183663 | 2. Predicate Device<br>Microlife Digital Infrared Ear<br>Thermometer<br>IR1DB1,K003308 | Comparison |
| | | | 1 vs 2 |
| Sensor type | TPS23B | OTP-668D2 | Different<br>(5) See below |
| Lens type | Transparent | Transparent | Same |
| High Temperature<br>Alarm | 10 short beeps and a red LCD<br>backlight alert the patient that<br>he/she may have a temperature<br>equal to or higher than 37.5 °C. | 10 short beeps and a red<br>LCD backlight alert the<br>patient that he/she may have<br>a temperature equal to or<br>higher than 37.5 °C. | Same |
| Measuring probe<br>material | PCTG(TX2001) | ABS707 | Different<br>(6) See below |
| Probe cover | Rigid cover (PP) | Soft cover (PE) | Different<br>(7) See below |
| Positioning<br>indication | Yes | No | Different<br>(8) See below |
| IC(Integrated<br>Circuitry) | HY11P14 | SN8P1919 | Different<br>(9) See below |
| Offset | With | With | Same |
| Clinical Study<br>Support | Yes. Clinical test report | Yes. Clinical test report | Same |
| "Start "/ "Power"<br>button material | PMMA | ABS707 | Different<br>(10) See below |
| Housing and<br>battery cover<br>material | ABS707 | ABS707 | Same |
| Patient contact Materials | | | |
| Probe Cover | Rigid cover<br>(Polypropylene (PP)) | Soft cover<br>(Polyethylene (PE)) | Different<br>(7) See below |
| Measuring probe material | PCTG(TX2001) | ABS707 | Different<br>(6) See below |
| "Start"/ "Power" button<br>material | PMMA | ABS707 | Different<br>(10) See below |
| Housing and battery cover<br>material | ABS707 | ABS707 | Same |
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The major differences between the subject modified device IR1DN1 (IR210), and the predicate device IR1DB 1 are the measurement range, probe cover, position indicator, measuring probe and buttons material.
The Indications for Use statement of the subject device is identical to the predicate device. Other differences between the devices are:
# 1. Measurement range (body mode)
The subject device IR1DN1 (IR210) body mode measurement range is 32.0-43.0 ℃ (89.6-109.4 °F), whereas the predicate device IR1DB1 measurement range is 32.0°C ~42.2°C (89.6 ~108.0 °F). The subject device has a wider body mode measurement range to accommodate more physiologically relevant temperatures. This does not introduce any new risk to the device.
# 2. Accuracy (blackbody mode)
The modified device's accuracy: ±0.2 °C: 35.0 ~ 42.0 °C, ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------±0.4°F:95.0~107.6 °F ±0.5°F:89.6~94.8°F&107.8~109.4 °F
The predicate device's accuracy: ±0.2°C: 32.0~42.2°C, ±0.4°F, 89.6~108.0°F.
The modified device's measurement range and accuracy are wider than the predicate device. ; these are based on device's performance standards and patient's requirement. These differences do not affect the performance and accuracy according to our Reliability Test Report (ASTM E1965- 98), ISO 80601-2-56 Test Report, and our Clinical Test Report of IR1DN1 (IR210).
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# 3. Memory
The modified device IR1DN1 (IR210) can recall the last 30 readings, whereas the predicate device IR1DB1 can only recall the last reading. Only storage reading quantity is different which does not affect the device's performance or safety and effectiveness.
# 4. Error
Both modified device IR1DN1 (IR210) and the predicate device IR1DB1 have self-test function. The principle of self-test is the same. Devices can perform a self-test every time when it is switched on to always guarantee the specified accuracy of any measurement, when it has error, it will display signal. IR1DN1 (IR210) device will display icon "Er6", IR1DB1 will display icon "Err". Although the icons are different, the purpose is the same. This does not affect the device's performance or safety and effectiveness.
# 5. Sensor Type
The sensor type of the modified device is TPS23B, whereas the sensor type of the predicate device is OTP-668D2. The difference does not affect the performance and accuracy according to Reliability Test Report (ASTM E1965-98), ISO 80601-2-56 Test Report and Clinical Test Report of IR1DN1 (IR210).
### 6. Measuring probe material
The measuring probe material of the subject device is PCTG, whereas the measuring probe material of the predicate device is ABS707. The probe is not the patient contacting material. Biocompatibility testing was performed on the PCTG material in accordance with ISO 10993 standard and testing results proved the subject probe material to be biocompatible.
# 7. Probe cover
The subject device measures with rigid cover (PP), whereas the predicate device measures with a soft cover (PE). Biocompatibility testing was performed on the finished subject probe cover according to the ISO10993 standard. Our Biocompatibility Test Report of the PP material (Rigid Probe Cover) proves the subject probe cover material to be biocompatible. Our Clinical Test Report of IR1DN1 (IR210), showed that the subject probe cover did not affect the subject modified device's accuracy and performance.
# 8. Position indication
The subject device includes a position indication feature which was not included with the predicate device. This feature has been validated and verified through performance testing and clinical testing.
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# 9. IC (Integrated Circuitry)
The integrated circuit model and its features have changes have been verified through performance testing.
# 10. "Start"/ "Power" button
The button material of the subject device is PMMA, whereas the button material of the predicate device is ABS707. The PMMA material's biocompatibility testing was performed according to ISO10993 standard. Biocompatibility Test Report of PMMA testing proved that the subject button material to be biocompatible.
Based on the aforementioned modifications to the subject device, the subject device does not raise different types of safety and effectiveness questions when compared to the predicate device.
# Performance Testing
Testing information demonstrating performance of the Microlife Digital Infrared Ear Thermometer, Model IR1DN1 (IR210) in the intended environment of use is supported by testing that was conducted in accordance with Guidance on the Content of Premarket Notification [510(K)] Submissions for Clinical Electronic Thermometers.
> The following testing was conducted to prove safety and effectiveness as well as substantial equivalence to the predicate devices:
| 1 | AAMI/ANSI ES60601-<br>1:2005/(R2012) and A1:2012,<br>C1:2009/(R)2012 and<br>A2:2010/(R2012) | Passed all testing requirements |
|----|---------------------------------------------------------------------------------------------|---------------------------------|
| 2 | AAMI/ANSI/IEC 60601-1-2:2014 | Passed all testing requirements |
| 3 | ASTM E1965-98 (2016) | Passed all testing requirements |
| 4 | AAMI/ANS/ISO 14971:2007/(R)2010 | Passed all testing requirements |
| 5 | AAMI/ANSI/ISO 10993-1: 2009/(R)2013 | Passed all testing requirements |
| 6 | AAMI/ANSI/ISO 10993-5:2009/(R)2014 | Passed all testing requirements |
| 7 | AAMI/ANSI/ISO 10993-10: 2010/(R)2014 | Passed all testing requirements |
| 8 | AAMI/ANSI/ISO 10993-12: 2012 | Passed all testing requirements |
| 9 | ISO 80601-2-56: 2017 | Passed all testing requirements |
| 10 | AAMI/ANSI HA60601-1-11:2015 | Passed all testing requirements |
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### Performance Testing Summary
A risk assessment was conducted in accordance is ISO 14971:2007/EN ISO 14971:2012 to assess risk management activities due to modifications to our predicate device. Verification activities that were performed included modifications, associated risk, validation method, and results revealed that all acceptance criteria passed.
### Clinical Tests Conducted
Clinical testing was conducted according to ASTM E1965-98 and ISO 80601-2-56. This clinical study is a randomization, simple blind homologous control, pairing design of clinical investigation, consists of 114 subjects, of which 1/3 are infants, 1/3 are children and the rest 1/3 are adults (NOTE: Infants---newborn to one year: Children--- greater than one to five years; Adults---greater than five years old.). The test reports demonstrated that the clinical data, represented by clinical bias, with uncertainty of bias, and clinical repeatability, met the acceptance criteria of the clinical study protocol.
### Conclusions
Based on the performance testing, comparison, analysis, and risk assessment, it demonstrated that the Microlife Digital Infrared Ear Thermometer IR1DN1 (IR210) is substantially equivalent to the Microlife Digital Infrared Ear Thermometer IR1DB1, cleared under K003308.
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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.