You pick up a new ICU trial in a top journal. Before you even look at the result, what should you be checking? And when the headline says "no difference", what does that actually mean for the patient in front of you? In the second episode of Beyond the P Value, the eCritCare sub-series on interpreting RCTs in critical care, Dr Swapnil Pawar and Professor Paul Young, intensivist and clinical trialist from New Zealand, work through the anatomy of an ICU trial: population, intervention, outcomes and analysis, and the common traps for both researchers and clinicians. In this conversation: The first thing Paul looks at in any new trial, and why an outcome has to apply to every randomised patient Function and cognition outcomes that ignore death, and why loss to follow-up is never random Does the trial population look like your patients? The PROSEVA example of a patient you would simply wake, wean and extubate Broad versus targeted populations, and "recruitment, recruitment, recruitment" Pragmatic versus explanatory trials, oxygen targets, and practice misalignment in ARMA and transfusion thresholds Why single-centre trials should be hypothesis generating, not practice changing CRASH-2, PATCH and the dilemma of converting deaths into poor survivors Applying the intervention as tested: ADRENAL hydrocortisone infusions, 16 hours of proning and stopping steroids early Hierarchical composite outcomes and the win ratio, and the trouble with traditional composites Reading SODa-BIC in context, and why journal papers are written like rigid poetry The fragility index, ten years on, and why Paul looks at the effect estimate rather than the P value Previous episode: Beyond the P Value Ep 1, Why RCTs Matter and Why They Mislead Us. Read this episode on Substack: https://critcareedu.substack.com/p/beyond-the-p-value-anatomy-of-an-icu-trial Reference: Ridgeon EE, Young PJ, Bellomo R, et al. The Fragility Index in Multicenter Randomized Controlled Critical Care Trials. Crit Care Med. 2016;44(7):1278-1284. doi:10.1097/CCM.0000000000001670 Please send us your feedback @ icuprimaryprepcast@gmail.com