m4-research

Design a clinical research protocol for MIMIC-IV through a guided interview process that elicits precise research questions, study populations, and confounders. The session outputs a formal protocol document covering datasets, covariates, analysis plans, and bias guardrails.

Interview-driven protocol generation uses structured prompts to help clinical researchers define hypotheses, outcomes, and study design step-by-step. It ensures rigorous planning by applying reproducibility checks and bias guardrails before finalizing the formal research protocol.

Yes, you can use this structured research workflow for comparative analyses across eICU datasets. The protocol template accommodates planning for multiple clinical datasets by documenting design choices, covariates, and transparent decision records to ensure reproducibility.

Add reproducibility guardrails by following the phased workflow that enforces data version documentation, bias checks, and transparent decision records. The protocol generation process integrates these integrity measures directly into the final research plan.

Yes, this research planning approach works for both hypothesis testing and cohort exploration. The guided interview elicits specific study goals and datasets, then structures the protocol to support rigorous comparative analyses across clinical data.

The interview-based clinical protocol design focuses on planning and documentation rather than executing statistical analyses. It provides the formal research protocol, guardrails, and analysis plan, but does not process the clinical datasets or run the comparative tests itself.