Clinical and physiological measurement: method

20,000 leads. A mirror of an earlier study in a new direction: the method is unchanged (40 domains × 25 axes × 20 artefacts), the subject is new. None tested except the results page.

1. Domains (40)

DomainLeads
blood pressure cuffs500
pulse oximeters500
thermometers500
glucose meters500
ECG electrodes500
EEG caps500
spirometers500
peak flow meters500
hearing tests500
vision charts500
tonometers500
ultrasound probes500
infusion pumps500
syringe drivers500
dialysis machines500
ventilators500
anaesthesia monitors500
capnographs500
defibrillators500
patient monitors500
weighing scales500
measuring tapes500
goniometers500
grip dynamometers500
gait mats500
actigraphs500
sleep monitors500
holter recorders500
stress-test systems500
body composition analysers500
skin conductance500
pupillometry500
endoscopes500
surgical navigation500
sterilisers500
autoclaves500
sample transport500
centrifuges500
point-of-care assays500
home test kits500

2. Axes (25)

AxisLeads
fatigue cracking800
wear800
corrosion800
creep800
thermal cycling800
delamination800
contamination800
misalignment800
loosening800
fretting800
erosion800
cavitation800
insulation breakdown800
oxidation800
hydrolysis800
UV degradation800
voiding800
embrittlement800
stress corrosion800
microbial growth800
ion migration800
outgassing800
permeation800
gelation800
crystallisation800

3. Artefacts (20)

ArtefactLeads
reference drift1,000
calibration transfer1,000
sampling bias1,000
a derived variable1,000
a unit convention1,000
detector dead time1,000
saturation1,000
coincident mechanisms1,000
model freedom1,000
a threshold artefact1,000
baseline subtraction1,000
truncation1,000
averaging over heterogeneity1,000
instrument resolution1,000
temperature mismatch1,000
humidity cross-sensitivity1,000
ageing during measurement1,000
operator protocol1,000
a non-representative sample1,000
an unmeasured active fraction1,000

4. How this differs from its original

The original study asked the same questions of a different field. What transfers is the failure structure; what does not transfer is which artefact is common. That difference is the content.

5. Limits


Incoprea Research · mirrored study, 3 November 2026. Composition and computation. No experiment performed.