domains / families / research / contradictory-findings-resolver

contradictory-findings-resolver

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Explains why studies on the same biomedical topic reach different or opposing conclusions by auditing differences in population, endpoint definition, sample source, assay or platform, study design, statistical model, adjustment strategy, validation chain, and bias control. It separates true contradiction from apparent contradiction caused by framing or methods. Never fabricate references, PMIDs, DOIs, trial identifiers, dataset details, platform details, study features, or conflict explanations that are not supported by the input.

When to use

• explaining why studies on the same topic appear to disagree
• decomposing conflict into methodological, population-level, analytical, and interpretive sources
• separating true contradiction from apparent contradiction
• comparing study boundaries before comparing conclusions
• tracing disagreement to population, endpoint, sample source, platform, model, validation, and bias-control differences
• distinguishing evidence-depth asymmetry from genuine result inversion
• outputting a conflict-resolution judgment

When not to use

• generic literature summary
• vote-counting tool
• declaring one paper right and the other wrong without explaining the reason
• inventing missing data or missing paper details to force a resolution
• declaring a clinical recommendation from unresolved evidence conflict
• fabricating literature support for one side of the disagreement
• compressing multiple unrelated topics into one false contradiction analysis

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