docs: add TODO markers for arXiv paper link and update citation key

Author: yousefkotp

index.html

@@ -40,7 +40,8 @@ <h1 class="hero-title">MOOZY</h1>
     </p>
 
     <div class="link-row">
-      <a href="#">&#128196; Paper</a>
+      <!-- TODO: update Paper href to arXiv URL when paper is posted -->
+      <a href="https://arxiv.org/abs/XXXX.XXXXX">&#128196; Paper</a>
       <a href="https://github.com/AtlasAnalyticsLab/MOOZY">&#128187; Code</a>
       <a href="https://huggingface.co/AtlasAnalyticsLab/MOOZY">&#129303; Model</a>
       <a href="https://pypi.org/project/moozy/">&#128230; PyPI</a>
@@ -359,13 +360,15 @@ <h2 class="section-heading">Embedding Quality</h2>
 </section>
 
 <!-- ============ BIBTEX ============ -->
+<!-- TODO: update citation with arXiv ID and journal field when paper is posted -->
 <section class="section section-alt">
   <div class="container" style="max-width:700px">
     <h2 class="section-heading">Citation</h2>
-    <div class="bibtex-block"><button class="copy-btn">Copy</button><code>@article{moozy2026,
-  title  = {MOOZY: A Patient-First Foundation Model for Computational Pathology},
-  author = {Kotp, Yousef and Trinh, Vincent Quoc-Huy and Pal, Christopher and Hosseini, Mahdi S.},
-  year   = {2026}
+    <div class="bibtex-block"><button class="copy-btn">Copy</button><code>@article{kotp2026moozy,
+  title   = {MOOZY: A Patient-First Foundation Model for Computational Pathology},
+  author  = {Kotp, Yousef and Trinh, Vincent Quoc-Huy and Pal, Christopher and Hosseini, Mahdi S.},
+  journal = {arXiv preprint arXiv:XXXX.XXXXX},
+  year    = {2026}
 }</code></div>
   </div>
 </section>