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Medicine Medium #screening#pipeline

Multi-Step Screening Pipeline

Sensitive screen -> specific confirmation. Population funnels narrow to confirmed cases.

A free, animated multi-step screening pipeline you can read here or embed on any website, from Scrollchart.

Multi-Step Screening Pipeline

Multi-Step Screening PipelineSensitive screen catches cases broadly; specific confirmation eliminates false positives. Starting from 100,000 screened.MammographyBreast cancer 50-69Screened100kRecalled10krecall rate 10%Biopsied2kbiopsy rate 20%Cancer700PPV ~35%100,000 screened700 confirmedHIV (low-prev)General populationScreened100kELISA pos2ksens 99.7%Western blot130confirmatoryTrue HIV100PPV ~77%100,000 screened100 confirmedNewborn PKUMetabolic screenScreened100kInitial pos300heel prickRepeat pos18second screenPKU confirmed10PPV ~56%100,000 screened10 confirmedSensitive screen then specific confirmation: two-step pipelines maximize case detection while controlling false-positive burden.

Funnel: 100,000 screened -> positives -> confirmation test -> true positives. Numbers at each step. Examples for mammography, HIV, newborn metabolic screen.

Good for

  • Medical education on why population screening programs use two-stage pipelines: sensitive broad screen followed by specific confirmatory test
  • Patient information on what a positive mammogram or ELISA result actually means in a sequential screening context, and why most are not confirmed
  • Health journalism on newborn metabolic screening pipelines (PKU, congenital hypothyroidism) and the role of second-tier tests in reducing false-positive burden

Source & accuracy

This multi-step screening pipeline is an editorial illustration built to represent the concept accurately. Where it shows figures, they are typical or representative values chosen to make the relationship clear, not a single underlying dataset. The diagram and its explainer are reviewed and maintained centrally, and updated over time as understanding improves.

Why screening uses two tests in sequence

A two-stage pipeline pairs a sensitive first test with a specific second test. The first stage casts a wide net so that few true cases slip through, accepting that it will also flag many people who do not have the disease. The second stage is more specific and is applied only to those who screened positive, weeding out most of the false positives from stage one.

Sequencing this way exploits the strengths of each test. A highly sensitive screen on its own would generate too many false alarms to act on; a highly specific confirmatory test applied to everyone would be too costly or invasive. Running them in series gives both reach and precision.

How the population funnels down

Picture the whole tested population entering at the top. The sensitive screen passes through nearly all true cases plus a large band of false positives. Confirmation then removes most of those false positives, leaving a narrow stream of confirmed cases. Each stage shrinks the group and raises the proportion that truly has the disease.

This is general educational information, not medical advice. Screening intervals, eligibility, and confirmatory pathways are set by clinical guidelines and should be discussed with a qualified professional.

Embed this diagram

Add this animated multi-step screening pipeline to your own site. Copy one line of HTML, or use the embed builder for theme and sizing options.

Reference

What this is
A free, embeddable, animated multi-step screening pipeline for any website.
Who uses it
Medical educators, Patient-info sites, Health journalists.
How to embed
Copy one line of HTML. No signup. No watermark. Works in WordPress, Webflow, Ghost, Substack, plain HTML.
File size
iframe embed, ~80 KB gzipped (loads on demand, does not block your page paint).
License
Free forever. Editorial explainer text included; updated centrally over time.

Embed format options

Copy the universal HTML snippet, the WordPress shortcode, or an iframe fallback - see the WordPress plugin page for details. Any format keeps the same Core Web Vitals profile and the same explainer text.

Embed snippet
<div data-scrollchart="multistep-screening" data-scrollchart-v="1"></div>
<script src="https://scrollchart.com/embed.js" async></script>

Frequently asked questions

Where can I get a free animated "Multi-Step Screening Pipeline" for my website?
Scrollchart provides "Multi-Step Screening Pipeline" as a free, embeddable animated diagram you can add to any website with one line of HTML. No signup is required and there is no watermark. The diagram and its explainer text are served from scrollchart.com, so the embed stays current without any maintenance on your end.
How do I embed a multi-step screening pipeline diagram in a health or wellness blog?
Copy the HTML snippet from the Scrollchart diagram page and paste it into any post or page in your CMS. It works in WordPress, Webflow, Ghost, Substack, and plain HTML without any plugin or account. The diagram renders as animated SVG directly in your page, so search engines can index the accompanying explainer text.