Edge-of-Viability Counseling Card
A guide for doctors to help them explain survival odds to parents of extremely premature babies.
An annually refreshed, plain-language point-of-care aid for maternal-fetal medicine practices that shows first-year mortality by gestational-age band from the national linked file, standardizing high-stakes counseling conversations with parents facing threatened extreme preterm delivery.
Concept
A counseling aid (print cards plus a tablet view) for maternal-fetal medicine and high-risk obstetric practices. When a parent faces threatened delivery at the edge of viability, the clinician can show the current national baseline in consistent, plain language: first-year mortality by gestational-age band and the neonatal/postneonatal split. For example, under 28 weeks: 353.76 deaths per 1,000 live births (roughly one in three), versus 2.08 per 1,000 at term (37–41 weeks). The card supports shared decision-making about delivery planning, resuscitation preferences, and transfer to a level III/IV center, and is refreshed each year when the linked file is released so every practice in a system counsels from the same numbers.
Why now
The latest period linked birth/infant death file (2021 data) provides the freshest national baseline for the single most consequential figure in perinatal counseling: very preterm (<28 weeks) infants died at 353.76 per 1,000 — 170 times the term rate of 2.08 — within 19,928 total infant deaths, with neonatal mortality at 3.49 and postneonatal at 1.95 per 1,000. Counseling conversations at the edge of viability happen daily in high-risk obstetrics but often rely on stale or study-specific figures; an annually refreshed, standardized national baseline gives practices a defensible, consistent reference for these decisions.
Written by GLM · 8 Oct 2026
AI assessment
A low-complexity, high-utility clinical tool that standardizes high-stakes counseling using authoritative national data, though it lacks a strong technical moat.
- Evidence strength 5/5
- The idea directly translates specific, high-fidelity statistics from the 2021 period linked birth/infant death file into a clinical application.
- Market pull 4/5
- Maternal-fetal medicine specialists face immense pressure to provide consistent, evidence-based counseling in high-liability scenarios, creating a clear pull for standardized aids.
- Novelty & moat 4/5
- While other ideas use the same dataset for planning or public health, this is the first to apply it as a direct point-of-care patient communication tool.
- Feasibility 5/5
- The MVP is essentially a data-driven design project requiring no complex software engineering, making it extremely easy to prototype.
- Wedge clarity 5/5
- The focus on the 'edge of viability' gestational-age band is a sharp, specific entry point into a critical clinical moment.
- Simplicity / focus 5/5
- The product is a single, focused tool (a counseling card) rather than an over-scoped platform.
Scored by Gemma 4 · 8 Oct 2026. Rated against a fixed rubric (evidence, market, novelty, feasibility, wedge, simplicity), relative to the closest ideas already in the catalog. A prior estimate to compare ideas before real-world signal arrives.
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Who benefits
- Pediatrix Medical Groupcompany
The largest U.S. provider of maternal-fetal medicine and NICU services; the card standardizes viability counseling across its practices and supports consistent, documented shared decision-making.
- Society for Maternal-Fetal Medicineorganization
The professional society for high-risk pregnancy specialists; an annually refreshed national baseline aid aligns with its mission of evidence-based counseling standards and could be distributed to its members.
- March of Dimesorganization
Produces family-facing perinatal education and NICU family support materials; plain-language gestational-age risk cards complement its programs for parents facing preterm delivery.
Research it builds on
- Infant Mortality in the United States, 2024: Data From the Period Linked Birth/Infant Death FileDanielle Ely, Anne K. Driscoll · 2026 · 243 citationsAll ideas from this paper →