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index.html
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</html>
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Genzeon Platforms — Clinical text, structured</title>
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<link rel="preconnect" href="https://fonts.googleapis.com">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<link href="https://fonts.googleapis.com/css2?family=Archivo:wght@500;600;700;800;900&family=IBM+Plex+Mono:wght@400;500;600&family=IBM+Plex+Sans:wght@400;500;600;700&display=swap" rel="stylesheet">
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<style>
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:root{
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--paper:#F7F9FB; --panel:#FFFFFF;
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--ink:#0F1C28; --ink-2:#42555F; --ink-3:#7C8A93;
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--line:#E4EAEE;
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--brand:#0C4A57; --brand-ink:#08333C; --brand-hover:#0E5C6C;
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--ent-med:#6D4AE0; --ent-med-bg:rgba(109,74,224,.12);
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--ent-lab:#0E9E8C; --ent-lab-bg:rgba(14,158,140,.14);
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--ent-dx:#CE7A20; --ent-dx-bg:rgba(206,122,32,.16);
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--ent-icd:#A85C0A; --ent-icd-bg:rgba(168,92,10,.14);
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--ent-clin:#D6336C; --ent-clin-bg:rgba(214,51,108,.12);
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--sans:"IBM Plex Sans",system-ui,sans-serif;
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--disp:"Archivo",system-ui,sans-serif;
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--mono:"IBM Plex Mono",ui-monospace,monospace;
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--wrap:1120px;
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}
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*{box-sizing:border-box;margin:0;padding:0}
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html{scroll-behavior:smooth}
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body{
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background:var(--paper); color:var(--ink);
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font-family:var(--sans); font-size:17px; line-height:1.6;
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-webkit-font-smoothing:antialiased;
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}
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a{color:inherit;text-decoration:none}
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.wrap{max-width:var(--wrap);margin:0 auto;padding:0 28px}
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.mono{font-family:var(--mono)}
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/* ---- top bar ---- */
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.top{position:sticky;top:0;z-index:50;background:rgba(247,249,251,.82);
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backdrop-filter:blur(10px);border-bottom:1px solid var(--line)}
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.top .wrap{display:flex;align-items:center;justify-content:space-between;height:66px}
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.brand{display:flex;align-items:center;gap:11px;font-family:var(--disp);
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font-weight:800;letter-spacing:-.02em;font-size:18px}
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.brand .mark{width:26px;height:26px;border-radius:7px;background:var(--brand);
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display:grid;place-items:center;color:#fff;font-family:var(--mono);
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font-weight:600;font-size:14px;flex:none}
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.navlinks{display:flex;gap:26px;align-items:center}
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.navlinks a{font-size:14.5px;color:var(--ink-2);font-weight:500}
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.navlinks a:hover{color:var(--ink)}
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.hf-pill{border:1px solid var(--line);background:var(--panel);
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padding:7px 13px;border-radius:999px;font-size:13.5px;font-weight:600;
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display:inline-flex;gap:7px;align-items:center}
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.hf-pill:hover{border-color:var(--brand);color:var(--brand)}
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@media(max-width:760px){.navlinks a:not(.hf-pill){display:none}}
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/* ---- hero ---- */
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.hero{padding:74px 0 30px}
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.hero-grid{display:grid;grid-template-columns:1fr 1.02fr;gap:52px;align-items:center}
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.eyebrow{font-family:var(--mono);font-size:12.5px;letter-spacing:.16em;
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text-transform:uppercase;color:var(--ent-lab);font-weight:600;margin-bottom:22px}
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h1{font-family:var(--disp);font-weight:900;letter-spacing:-.035em;
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font-size:clamp(40px,6vw,64px);line-height:1.02;color:var(--ink)}
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h1 .em{color:var(--brand)}
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.lede{margin-top:22px;font-size:18.5px;color:var(--ink-2);max-width:38ch}
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.cta-row{margin-top:30px;display:flex;gap:14px;flex-wrap:wrap}
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.btn{padding:12px 20px;border-radius:10px;font-weight:600;font-size:15px;
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display:inline-flex;align-items:center;gap:9px;transition:.16s ease}
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.btn-solid{background:var(--brand);color:#fff}
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.btn-solid:hover{background:var(--brand-hover);transform:translateY(-1px)}
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.btn-ghost{border:1px solid var(--line);background:var(--panel);color:var(--ink)}
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.btn-ghost:hover{border-color:var(--ink-3)}
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@media(max-width:880px){.hero-grid{grid-template-columns:1fr;gap:40px}
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.hero{padding:52px 0 20px}.lede{max-width:none}}
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/* ---- annotation panel (signature) ---- */
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.panel{background:var(--panel);border:1px solid var(--line);border-radius:16px;
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box-shadow:0 24px 60px -34px rgba(15,28,40,.28);overflow:hidden}
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.panel-bar{display:flex;align-items:center;gap:8px;padding:13px 18px;
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border-bottom:1px solid var(--line);background:#FBFCFD}
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.dot{width:10px;height:10px;border-radius:50%;background:#E1E7EB}
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.panel-tag{margin-left:auto;font-family:var(--mono);font-size:11.5px;
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color:var(--ink-3);letter-spacing:.04em}
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.ann{padding:52px 30px 40px;font-size:clamp(20px,2.4vw,25px);line-height:2.9;
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color:var(--ink);font-weight:500}
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.tok{white-space:pre-wrap}
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.ent{position:relative;padding:1px 3px;border-radius:3px;
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| 87 |
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border-bottom:2.5px solid currentColor;white-space:nowrap;
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transition:opacity .5s ease, background-color .5s ease;}
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.ent .lbl{position:absolute;top:-1.55em;left:-2px;font-family:var(--mono);
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font-size:.44em;letter-spacing:.09em;font-weight:600;padding:2px 6px;
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border-radius:5px;color:#fff;white-space:nowrap;
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transition:opacity .4s ease, transform .4s ease;}
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.ent-med{color:var(--ent-med);background:var(--ent-med-bg)} .ent-med .lbl{background:var(--ent-med)}
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.ent-lab{color:var(--ent-lab);background:var(--ent-lab-bg)} .ent-lab .lbl{background:var(--ent-lab)}
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.ent-dx{color:var(--ent-dx);background:var(--ent-dx-bg)} .ent-dx .lbl{background:var(--ent-dx)}
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.ent-icd{color:var(--ent-icd);background:var(--ent-icd-bg)} .ent-icd .lbl{background:var(--ent-icd)}
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.ent-clin{color:var(--ent-clin);background:var(--ent-clin-bg)} .ent-clin .lbl{background:var(--ent-clin)}
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/* pre-animation state only when JS + motion allowed */
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html.js .ann .ent{opacity:.35;background-color:transparent}
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html.js .ann .ent .lbl{opacity:0;transform:translateY(6px)}
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.ann.go .ent{opacity:1}
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.ann.go .ent .lbl{opacity:1;transform:none}
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.panel-foot{border-top:1px solid var(--line);padding:11px 18px;
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font-family:var(--mono);font-size:11.5px;color:var(--ink-3);
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display:flex;justify-content:space-between;flex-wrap:wrap;gap:6px}
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/* ---- section scaffolding ---- */
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section{padding:64px 0}
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.sec-head{display:flex;align-items:flex-end;justify-content:space-between;
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gap:24px;flex-wrap:wrap;margin-bottom:38px}
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.sec-kick{font-family:var(--mono);font-size:12px;letter-spacing:.15em;
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text-transform:uppercase;color:var(--ink-3);margin-bottom:12px}
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h2{font-family:var(--disp);font-weight:800;letter-spacing:-.03em;
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font-size:clamp(28px,3.6vw,40px);line-height:1.06}
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.sec-note{color:var(--ink-2);max-width:46ch;font-size:16px}
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/* ---- model cards ---- */
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.cards{display:grid;grid-template-columns:1fr 1fr;gap:18px}
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@media(max-width:760px){.cards{grid-template-columns:1fr}}
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.card{position:relative;background:var(--panel);border:1px solid var(--line);
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border-radius:14px;padding:26px 24px 22px;overflow:hidden;transition:.18s ease}
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.card::before{content:"";position:absolute;left:0;top:0;bottom:0;width:4px;
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background:var(--ac)}
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.card:hover{transform:translateY(-3px);box-shadow:0 20px 44px -30px rgba(15,28,40,.35);
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border-color:color-mix(in srgb,var(--ac) 40%,var(--line))}
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.card-tag{font-family:var(--mono);font-size:11px;letter-spacing:.1em;
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background:var(--paper);border:1px solid var(--line);padding:4px 8px;border-radius:6px}
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<header class="top">
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<div class="wrap">
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<a class="brand" href="https://huggingface.co/genzeon-platforms">
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<span class="mark">gz</span>Genzeon Platforms
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</a>
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<nav class="navlinks">
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<a href="#models">Models</a>
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<a href="#akps">AKPS</a>
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<a href="#brain">Platform</a>
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<a class="hf-pill" href="https://huggingface.co/genzeon-platforms">🤗 View org</a>
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</nav>
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</div>
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</header>
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<!-- HERO -->
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<div class="hero">
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<div class="wrap hero-grid">
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<div>
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<div class="eyebrow">Genzeon Platforms · Healthcare AI</div>
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+
<h1>Clinical text,<br><span class="em">structured.</span></h1>
|
| 221 |
+
<p class="lede">We build open, permissively-licensed clinical NLP — and the governed
|
| 222 |
+
platforms underneath it. Small models that turn messy notes into auditable,
|
| 223 |
+
typed clinical facts. Try them in your browser.</p>
|
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+
<div class="cta-row">
|
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<a class="btn btn-solid" href="#models">Explore the models →</a>
|
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+
<a class="btn btn-ghost" href="https://huggingface.co/genzeon-platforms">🤗 Full org page</a>
|
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+
</div>
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+
</div>
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+
|
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<div class="panel">
|
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<div class="panel-bar">
|
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+
<span class="dot"></span><span class="dot"></span><span class="dot"></span>
|
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<span class="panel-tag">CliniGuard · live output</span>
|
| 234 |
+
</div>
|
| 235 |
+
<div class="ann" id="ann">
|
| 236 |
+
<span class="tok">Patient reports </span><span class="ent ent-clin"><span class="lbl">FINDING</span>chest pain</span><span class="tok"> — started </span><span class="ent ent-med"><span class="lbl">DRUG · DOSE</span>metformin 500 mg</span><span class="tok"> </span><span class="ent ent-med"><span class="lbl">FREQ</span>BID</span><span class="tok">; </span><span class="ent ent-lab"><span class="lbl">LAB · VALUE</span>A1c 8.2%</span><span class="tok">, consistent with </span><span class="ent ent-dx"><span class="lbl">DIAGNOSIS</span>type 2 diabetes mellitus</span><span class="tok"> </span><span class="ent ent-icd"><span class="lbl">ICD-10</span>E11.9</span><span class="tok">.</span>
|
| 237 |
+
</div>
|
| 238 |
+
<div class="panel-foot">
|
| 239 |
+
<span>4 entity families · Bio_ClinicalBERT + PubMedBERT</span>
|
| 240 |
+
<span>Apache-2.0</span>
|
| 241 |
+
</div>
|
| 242 |
+
</div>
|
| 243 |
+
</div>
|
| 244 |
+
</div>
|
| 245 |
+
|
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+
<!-- MODELS -->
|
| 247 |
+
<section id="models">
|
| 248 |
+
<div class="wrap">
|
| 249 |
+
<div class="sec-head">
|
| 250 |
+
<div>
|
| 251 |
+
<div class="sec-kick">Open weights</div>
|
| 252 |
+
<h2>The CliniGuard NER family</h2>
|
| 253 |
+
</div>
|
| 254 |
+
<p class="sec-note">Production-grade clinical Named Entity Recognition, built on trusted
|
| 255 |
+
US/EU biomedical bases and released under Apache-2.0. Each ships with a live demo.</p>
|
| 256 |
+
</div>
|
| 257 |
+
|
| 258 |
+
<div class="cards">
|
| 259 |
+
|
| 260 |
+
<div class="card c-med reveal">
|
| 261 |
+
<div class="card-tag">Medication</div>
|
| 262 |
+
<h3>CliniGuard Medication NER</h3>
|
| 263 |
+
<p>Drug names, dosages, routes, frequencies and administration details across 12 categories.</p>
|
| 264 |
+
<div class="spec">
|
| 265 |
+
<span>Bio_ClinicalBERT</span><span>BIO · 25 labels</span><span>~110M</span><span>Apache-2.0</span>
|
| 266 |
+
</div>
|
| 267 |
+
<a class="card-link" href="https://huggingface.co/spaces/hugging-apps/cliniguard-medication-ner">
|
| 268 |
+
Open demo <span class="arrow">→</span></a>
|
| 269 |
+
</div>
|
| 270 |
+
|
| 271 |
+
<div class="card c-lab reveal">
|
| 272 |
+
<div class="card-tag">Laboratory</div>
|
| 273 |
+
<h3>CliniGuard Laboratory NER</h3>
|
| 274 |
+
<p>Lab tests, values and units, with rule-based numeric extraction for structured results.</p>
|
| 275 |
+
<div class="spec">
|
| 276 |
+
<span>Bio_ClinicalBERT</span><span>BIO · 21 labels</span><span>~110M</span><span>Apache-2.0</span>
|
| 277 |
+
</div>
|
| 278 |
+
<a class="card-link" href="https://huggingface.co/spaces/hugging-apps/cliniguard-laboratory-ner">
|
| 279 |
+
Open demo <span class="arrow">→</span></a>
|
| 280 |
+
</div>
|
| 281 |
+
|
| 282 |
+
<div class="card c-dx reveal">
|
| 283 |
+
<div class="card-tag">Diagnosis · Coding</div>
|
| 284 |
+
<h3>CliniGuard Diagnosis / ICD NER</h3>
|
| 285 |
+
<p>Diagnoses and conditions across 9 categories, with ICD-10 / SNOMED linking via SapBERT.</p>
|
| 286 |
+
<div class="spec">
|
| 287 |
+
<span>PubMedBERT</span><span>BIO · 19 labels</span><span>~110M + SapBERT</span><span>Apache-2.0</span>
|
| 288 |
+
</div>
|
| 289 |
+
<a class="card-link" href="https://huggingface.co/spaces/hugging-apps/cliniguard-diagnosis-icd-ner">
|
| 290 |
+
Open demo <span class="arrow">→</span></a>
|
| 291 |
+
</div>
|
| 292 |
+
|
| 293 |
+
<div class="card c-clin reveal">
|
| 294 |
+
<div class="card-tag">General clinical</div>
|
| 295 |
+
<h3>CliniGuard Clinical NER</h3>
|
| 296 |
+
<p>General-purpose clinical entity extraction — the foundation the specialized models build on.</p>
|
| 297 |
+
<div class="spec">
|
| 298 |
+
<span>Bio_ClinicalBERT</span><span>Token classification</span><span>~110M</span><span>Apache-2.0</span>
|
| 299 |
+
</div>
|
| 300 |
+
<a class="card-link" href="https://huggingface.co/genzeon-platforms">
|
| 301 |
+
On the org page <span class="arrow">→</span></a>
|
| 302 |
+
</div>
|
| 303 |
+
|
| 304 |
+
</div>
|
| 305 |
+
</div>
|
| 306 |
+
</section>
|
| 307 |
+
|
| 308 |
+
<!-- AKPS -->
|
| 309 |
+
<section id="akps">
|
| 310 |
+
<div class="wrap">
|
| 311 |
+
<div class="band reveal">
|
| 312 |
+
<div>
|
| 313 |
+
<div class="sec-kick">Open specification</div>
|
| 314 |
+
<h2>AKPS — Aether Knowledge Pack Specification</h2>
|
| 315 |
+
<p>An open format for expressing healthcare coverage policy as portable, machine-readable
|
| 316 |
+
knowledge packs — so coverage logic isn't trapped in any one vendor's system. Released
|
| 317 |
+
April 2026. If you work on coverage policy, prior auth, or clinical rules, we'd love your eyes on it.</p>
|
| 318 |
+
<a class="band-cta" href="https://genzeon.one">Read about AKPS at genzeon.one →</a>
|
| 319 |
+
</div>
|
| 320 |
+
<div class="band-licenses">
|
| 321 |
+
<div class="lic"><b>Specification</b><span>CC BY 4.0</span></div>
|
| 322 |
+
<div class="lic"><b>Reference tooling</b><span>Apache-2.0</span></div>
|
| 323 |
+
</div>
|
| 324 |
+
</div>
|
| 325 |
+
</div>
|
| 326 |
+
</section>
|
| 327 |
+
|
| 328 |
+
<!-- BRAIN -->
|
| 329 |
+
<section id="brain">
|
| 330 |
+
<div class="wrap">
|
| 331 |
+
<div class="sec-head">
|
| 332 |
+
<div>
|
| 333 |
+
<div class="sec-kick">The bigger picture</div>
|
| 334 |
+
<h2>These models feed the Healthcare Brain</h2>
|
| 335 |
+
</div>
|
| 336 |
+
<p class="sec-note">Our open work is the visible tip of a larger system: three production
|
| 337 |
+
platforms on one patented architecture, <b>Aether One™</b>.</p>
|
| 338 |
+
</div>
|
| 339 |
+
<div class="lobes">
|
| 340 |
+
<div class="lobe reveal">
|
| 341 |
+
<div class="role">Reasoning lobe</div>
|
| 342 |
+
<h3>HIP One</h3>
|
| 343 |
+
<p>Clinical decisions, medical necessity, prior authorization, utilization management and revenue-cycle intelligence.</p>
|
| 344 |
+
</div>
|
| 345 |
+
<div class="lobe reveal">
|
| 346 |
+
<div class="role">Engagement lobe</div>
|
| 347 |
+
<h3>PES One</h3>
|
| 348 |
+
<p>Conversational AI for member and patient engagement, care navigation, and quality — Stars and HEDIS.</p>
|
| 349 |
+
</div>
|
| 350 |
+
<div class="lobe reveal">
|
| 351 |
+
<div class="role">Governance lobe</div>
|
| 352 |
+
<h3>CPS One</h3>
|
| 353 |
+
<p>Privacy program operations, breach response, and AI governance across the enterprise.</p>
|
| 354 |
+
</div>
|
| 355 |
+
</div>
|
| 356 |
+
<p class="brain-foot">The models and specs on this org are released under their stated open
|
| 357 |
+
licenses. Our commercial platforms are separate — and grounded in the same
|
| 358 |
+
<b>right, auditable, and defensible</b> discipline.</p>
|
| 359 |
+
</div>
|
| 360 |
+
</section>
|
| 361 |
+
|
| 362 |
+
<!-- PROOF -->
|
| 363 |
+
<div class="proof">
|
| 364 |
+
<div class="wrap">
|
| 365 |
+
<div class="pf">
|
| 366 |
+
<h4>In production</h4>
|
| 367 |
+
<p>Live in the <b>CMS WISeR Model</b> (2026–2031) via Novitas in New Jersey — real prior-auth
|
| 368 |
+
volume at <b>100% of the CMS 3-day turnaround</b>, with <b>zero automated denials</b>. Every
|
| 369 |
+
denial is signed by a named, licensed reviewer.</p>
|
| 370 |
+
</div>
|
| 371 |
+
<div class="pf">
|
| 372 |
+
<h4>Trust posture</h4>
|
| 373 |
+
<p><b>HITRUST r2</b>, <b>SOC 2</b> and <b>HIPAA</b> aligned. Open bases restricted to
|
| 374 |
+
US/EU-origin models by design — a sovereignty choice baked into every model here.</p>
|
| 375 |
+
</div>
|
| 376 |
+
<div class="pf">
|
| 377 |
+
<h4>Partners</h4>
|
| 378 |
+
<p>Built alongside <b>Microsoft</b> (10-year strategic partnership, 5 solution designations),
|
| 379 |
+
<b>UiPath</b>, and <b>Databricks</b>.</p>
|
| 380 |
+
</div>
|
| 381 |
+
</div>
|
| 382 |
+
</div>
|
| 383 |
+
|
| 384 |
+
<!-- FOOTER -->
|
| 385 |
+
<footer>
|
| 386 |
+
<div class="wrap">
|
| 387 |
+
<div class="foot-grid">
|
| 388 |
+
<div class="foot-lead">Being right and auditable beats being flashy.</div>
|
| 389 |
+
<div class="foot-links">
|
| 390 |
+
<a href="https://genzeon.one">🌐 genzeon.one</a>
|
| 391 |
+
<a href="https://www.linkedin.com/newsletters/7469820048304467968/">📰 Building the Healthcare Brain</a>
|
| 392 |
+
<a href="https://huggingface.co/genzeon-platforms">🤗 @genzeon-platforms</a>
|
| 393 |
+
</div>
|
| 394 |
+
</div>
|
| 395 |
+
<p class="foot-note">Genzeon Platforms — A Genzeon Company. Models and specifications on this
|
| 396 |
+
organization are released under their stated open licenses; our commercial platforms are
|
| 397 |
+
separate offerings.</p>
|
| 398 |
+
</div>
|
| 399 |
+
</footer>
|
| 400 |
+
|
| 401 |
+
<script>
|
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+
(function(){
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var reduce = window.matchMedia && window.matchMedia("(prefers-reduced-motion: reduce)").matches;
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+
if(reduce) return; // no JS-driven motion; content stays fully visible
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+
document.documentElement.classList.add("js");
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+
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+
// Hero annotation: stagger the entity reveals
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+
window.addEventListener("load", function(){
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// Scroll reveals
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+
var io = new IntersectionObserver(function(entries){
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</script>
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</html>
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