Originally posted by noahnoah:
I just wonder is medical test and science is really that 100 percent
accurate?
Or shall i put it as medical test if tested positive
means you are down with sickeness
or else even you show symptoms , but test show negative
means you are 100 percent well being
There is no such thing as 100% accurate - only layman and lawyers want you to say that.
In tests - be it in medicine or engineering, we have to measure "accuracy" in 2 ways:
1. SENSITIVITY - ie. how likely the type of test in question will pick up all the people truly with disease in a screened population ( sensitivity represents the proportion of truly diseased persons in a screened population who are identified as being diseased by the test. It is a measure of the probability of correctly diagnosing a condition)
2. SPECIFICITY - ie. specificity is the proportion of truly nondiseased persons who are so identified by the screening test. It is a measure of the probability of correctly identifying a nondiseased person.
In most tests you have to trade off sensitivity for specificity and vice versa - and it usually makes sense.
If say, you have a highly infectious disease and you have to screen the population and want to capture all of the likely sick, even the not truly ill ones get captured - so your test has high sensitivity, ie like put all people in quarantine so long as you suspect on a screening test.
But if you have a diesase which can be cured but the treatment has many side effects - you want to be absolutely sure that the patient has the disease. So the test must have high specificity.
You can plot sensitivity and out as a Receiver Operating Charcterisitic (ROC)Curve [ROC curves]. And balance your requirements.
Now you know why no doctor can give you an absolute guarantee.
Science and medicine is the accumulation of evidence - ie. the evidence "SUGGESTS" one truth, the probabilityof finding a result stranger than this suggestion (ie, P-value < 0.05 -, that is a less than 5% chance - this again is arbitrary and depends on the type of test and scenario being looked at)
SO ... .... Pay your doctor more and listen to them.
All these info are freely available on websites on medical statistics, diagnostic testing, ROC curves, etc.