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A DXA report can contain whole-body and regional estimates for several tissue compartments. Before describing a change, identify which compartment, region and unit the number represents. A change in one is not automatically a change in the others. Re...
A specimen's record starts before it reaches the analyser. Collection time, handling and storage can differ between study groups, even when the final assay is identical. Reading those details helps separate an observed biological comparison from a po...
A wearable's validation result belongs to a particular measurement, device configuration and setting. “Validated wearable” is too broad when one algorithm estimates several different outputs. Start with the output the study actually evaluated, then w...
A diagnostic study compares an index test with a reference standard. To interpret the comparison, the reader needs to know what information each assessor had and how the reference classification was reached. Calling a comparator a “gold standard” doe...
Some diagnostic observations are neither positive nor negative. A specimen may be inadequate, a measurement may fail, or a reading may remain inconclusive. Those outcomes belong in the study record even when the headline accuracy calculation uses onl...
A laboratory comparison is useful when each option answers a defined research question. Testing a material's identity, authenticating a cell line, checking contamination and measuring a cellular response are different jobs. A general claim to offer l...
