Consequently, single-modality biomarkers frequently fail to generalize because they are sensitive to context (cycle phase, progesterone exposure timing, stimulation protocols, and tissue/cell-type composition), so an apparent signal in one layer may reflect unmeasured confounding rather than functional competence [447]
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