Using the supplied observations, propose three falsifiable hypotheses. For each give evidence, proposed mechanism, smallest treatment, comparator, primary outcome, guardrails and what would disconfirm it. Label speculation explicitly. Rank by evidence and feasibility rather than invented uplift estimates.
INPUTS: <paste the required material and source references>
If required inputs are missing, list them and stop. Return a draft for human review; do not execute changes.