REELD Editorial
Reproducibility is a threshold, not a slogan
A mechanism that disappears under a reasonable alternate pipeline is not ready to anchor a therapeutic hypothesis.
18 min readPeer-review thinking, published in the open.
Critical essays on evidence quality, reproducibility, data stewardship, and translational inference.
REELD editorials are institutional perspectives, not peer-reviewed journal articles. They apply the standards we expect during scientific review.
Methods Editorial
A phenotype ontology is part of the model
Terms, ancestors, and information content shape the answer. They belong in the methods, not in a footnote.
16 min readData Stewardship Editorial
Public data deserves primary-evidence discipline
Secondary analysis is not second-class science, but it must respect cohort design, provenance, and consent boundaries.
19 min readTranslational Editorial
From target nomination to therapeutic hypothesis
A ranked gene is the start of the argument. Cell context, direction of effect, and intervention logic complete it.
18 min readOpen Science Editorial
Publish the negative space around a result
Failed replications, null tissues, and unstable rankings define where a mechanism does not travel.
15 min readOur review lens
Evidence
Does the claim follow from the data, and are alternate explanations tested?
Reproducibility
Can another group reconstruct inputs, transformations, and analytical choices?
Translation
Is the direction of effect, cellular context, and next experiment explicit?