Impact & research
What we plan to measure. What we hope to find.
We will publish our methodology in full, even when results are unflattering.
Honest framing
Pre-launch. The figures below are design targets, not measured results. We will publish real numbers only once they come from patients and providers using the platform.
Illustrative indicators in development. No values have been measured yet.
Planned research
Preeclampsia risk model: retrospective validation
Design goal: a calibrated preeclampsia risk model evaluated by AUROC with a controlled false-positive rate. Target metrics will be published only after validation on real cohort data.
Request methodologyCross-border continuity outcomes, Yuma, San Luis Río Colorado
Design goal: measure how reliably a consented FHIR R4 record arrives intact at the receiving facility, and how quickly. Results will be reported once the cross-border pilot is running.
Request methodologyBilingual voice-first intake: a randomized comparison
Design goal: a randomized comparison of voice versus typed intake for Spanish-first patients, measuring completion time and accuracy. Study design is in development; no results yet.
Request methodologyWant to collaborate?
We work with academic partners on real-world evidence studies for maternal-fetal outcomes. We'll share our data lake under DUA.
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