{
  "id": 612176,
  "title": "🎉 Division B Results Are In - Meet Your Winners!",
  "url": "/competitions/grand-xray-slam-division-b/discussion/612176",
  "author_name": "Guntas Dhanjal",
  "post_date": "2025-10-17T10:21:43.182000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p>The wait is over! Division B has officially concluded, and the private leaderboard is now live. After weeks of intense competition, 113 teams, and 537 submissions, we have our champions!</p>\n<h2>🏅 Your Division B Winners:</h2>\n<p><strong>🥇 1st Place:</strong> Raj gupta  <br>\nFinal Score: 0.9418724 | Submissions: 8 | <strong>Prize: $750</strong></p>\n<p><strong>🥈 2nd Place:</strong> Sophia_Carter  <br>\nFinal Score: 0.9403233 | Submissions: 7 | <strong>Prize: $500</strong></p>\n<p><strong>🥉 3rd Place:</strong> Masry1  <br>\nFinal Score: 0.9398545 | Submissions: 46 | <strong>Prize: $250</strong></p>\n<hr>\n<h2>📊 Key Highlights:</h2>\n<ul>\n<li>Sophia climbed from public #3 to secure 2nd place in the private leaderboard! 🚀</li>\n<li>The top 3 are separated by just 0.002 points - incredibly tight race!</li>\n<li>Raj maintained his #1 position from public to private - solid validation strategy!</li>\n<li>Masry showed incredible persistence! A daily submitter who never gave up, working until 12h before deadline - true commitment to excellence! 💪</li>\n</ul>\n<hr>\n<h2>📈 Deep Dive Into The Results:</h2>\n<p>Want the full story? Check out the complete analysis:</p>\n<p>🔗 <strong><a href=\"https://www.kaggle.com/code/guntasdhanjal/grand-x-ray-slam-division-b-final-report\" target=\"_blank\">Division B Final Report &amp; Analysis - Kaggle Notebook</a></strong>  <br>\n📝 <strong><a href=\"https://medium.com/grand-x-ray-slam-on-kaggle/grand-x-ray-slam-division-b-when-efficiency-beats-volume-8caec53c7619\" target=\"_blank\">Division B Full Story - Medium Article</a></strong></p>\n<hr>\n<h2>🏆 What About The Grand Slam?</h2>\n<p>The <strong>Grand Slam Prize ($2,500)</strong> winners will be announced soon!  </p>\n<p>Grand Slam rankings are based on <strong>average performance across BOTH Division A and Division B</strong>. If you competed in both divisions, stay tuned - the final Grand Slam standings are coming shortly!</p>\n<hr>\n<p>Huge congratulations to all 113 teams who participated in Division B! Whether you made the podium or simply challenged yourself with this medical imaging problem, you contributed to advancing the field.</p>\n<p><strong>Prize Distribution:</strong> All winners will be contacted directly within the next few days.</p>\n<p>Thank you for making Division B an amazing competition! </p>",
  "messages": [
    {
      "id": 3303185,
      "postDate": "2025-10-17T10:21:43.183Z",
      "content": "<p>The wait is over! Division B has officially concluded, and the private leaderboard is now live. After weeks of intense competition, 113 teams, and 537 submissions, we have our champions!</p>\n<h2>🏅 Your Division B Winners:</h2>\n<p><strong>🥇 1st Place:</strong> Raj gupta  <br>\nFinal Score: 0.9418724 | Submissions: 8 | <strong>Prize: $750</strong></p>\n<p><strong>🥈 2nd Place:</strong> Sophia_Carter  <br>\nFinal Score: 0.9403233 | Submissions: 7 | <strong>Prize: $500</strong></p>\n<p><strong>🥉 3rd Place:</strong> Masry1  <br>\nFinal Score: 0.9398545 | Submissions: 46 | <strong>Prize: $250</strong></p>\n<hr>\n<h2>📊 Key Highlights:</h2>\n<ul>\n<li>Sophia climbed from public #3 to secure 2nd place in the private leaderboard! 🚀</li>\n<li>The top 3 are separated by just 0.002 points - incredibly tight race!</li>\n<li>Raj maintained his #1 position from public to private - solid validation strategy!</li>\n<li>Masry showed incredible persistence! A daily submitter who never gave up, working until 12h before deadline - true commitment to excellence! 💪</li>\n</ul>\n<hr>\n<h2>📈 Deep Dive Into The Results:</h2>\n<p>Want the full story? Check out the complete analysis:</p>\n<p>🔗 <strong><a href=\"https://www.kaggle.com/code/guntasdhanjal/grand-x-ray-slam-division-b-final-report\" target=\"_blank\">Division B Final Report &amp; Analysis - Kaggle Notebook</a></strong>  <br>\n📝 <strong><a href=\"https://medium.com/grand-x-ray-slam-on-kaggle/grand-x-ray-slam-division-b-when-efficiency-beats-volume-8caec53c7619\" target=\"_blank\">Division B Full Story - Medium Article</a></strong></p>\n<hr>\n<h2>🏆 What About The Grand Slam?</h2>\n<p>The <strong>Grand Slam Prize ($2,500)</strong> winners will be announced soon!  </p>\n<p>Grand Slam rankings are based on <strong>average performance across BOTH Division A and Division B</strong>. If you competed in both divisions, stay tuned - the final Grand Slam standings are coming shortly!</p>\n<hr>\n<p>Huge congratulations to all 113 teams who participated in Division B! Whether you made the podium or simply challenged yourself with this medical imaging problem, you contributed to advancing the field.</p>\n<p><strong>Prize Distribution:</strong> All winners will be contacted directly within the next few days.</p>\n<p>Thank you for making Division B an amazing competition! </p>",
      "rawMarkdown": "The wait is over! Division B has officially concluded, and the private leaderboard is now live. After weeks of intense competition, 113 teams, and 537 submissions, we have our champions!\n\n## 🏅 Your Division B Winners:\n\n**🥇 1st Place:** Raj gupta  \nFinal Score: 0.9418724 | Submissions: 8 | **Prize: $750**\n\n**🥈 2nd Place:** Sophia_Carter  \nFinal Score: 0.9403233 | Submissions: 7 | **Prize: $500**\n\n**🥉 3rd Place:** Masry1  \nFinal Score: 0.9398545 | Submissions: 46 | **Prize: $250**\n\n---\n\n## 📊 Key Highlights:\n\n- Sophia climbed from public #3 to secure 2nd place in the private leaderboard! 🚀\n- The top 3 are separated by just 0.002 points - incredibly tight race!\n- Raj maintained his #1 position from public to private - solid validation strategy!\n- Masry showed incredible persistence! A daily submitter who never gave up, working until 12h before deadline - true commitment to excellence! 💪\n\n---\n\n## 📈 Deep Dive Into The Results:\n\nWant the full story? Check out the complete analysis:\n\n🔗 **[Division B Final Report & Analysis - Kaggle Notebook](https://www.kaggle.com/code/guntasdhanjal/grand-x-ray-slam-division-b-final-report)**  \n📝 **[Division B Full Story - Medium Article](https://medium.com/grand-x-ray-slam-on-kaggle/grand-x-ray-slam-division-b-when-efficiency-beats-volume-8caec53c7619)**\n\n---\n\n## 🏆 What About The Grand Slam?\n\nThe **Grand Slam Prize ($2,500)** winners will be announced soon!  \n\nGrand Slam rankings are based on **average performance across BOTH Division A and Division B**. If you competed in both divisions, stay tuned - the final Grand Slam standings are coming shortly!\n\n---\n\nHuge congratulations to all 113 teams who participated in Division B! Whether you made the podium or simply challenged yourself with this medical imaging problem, you contributed to advancing the field.\n\n**Prize Distribution:** All winners will be contacted directly within the next few days.\n\nThank you for making Division B an amazing competition! ",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3303185": "The wait is over! Division B has officially concluded, and the private leaderboard is now live. After weeks of intense competition, 113 teams, and 537 submissions, we have our champions!\n\n## 🏅 Your Division B Winners:\n\n**🥇 1st Place:** Raj gupta  \nFinal Score: 0.9418724 | Submissions: 8 | **Prize: $750**\n\n**🥈 2nd Place:** Sophia_Carter  \nFinal Score: 0.9403233 | Submissions: 7 | **Prize: $500**\n\n**🥉 3rd Place:** Masry1  \nFinal Score: 0.9398545 | Submissions: 46 | **Prize: $250**\n\n---\n\n## 📊 Key Highlights:\n\n- Sophia climbed from public #3 to secure 2nd place in the private leaderboard! 🚀\n- The top 3 are separated by just 0.002 points - incredibly tight race!\n- Raj maintained his #1 position from public to private - solid validation strategy!\n- Masry showed incredible persistence! A daily submitter who never gave up, working until 12h before deadline - true commitment to excellence! 💪\n\n---\n\n## 📈 Deep Dive Into The Results:\n\nWant the full story? Check out the complete analysis:\n\n🔗 **[Division B Final Report & Analysis - Kaggle Notebook](https://www.kaggle.com/code/guntasdhanjal/grand-x-ray-slam-division-b-final-report)**  \n📝 **[Division B Full Story - Medium Article](https://medium.com/grand-x-ray-slam-on-kaggle/grand-x-ray-slam-division-b-when-efficiency-beats-volume-8caec53c7619)**\n\n---\n\n## 🏆 What About The Grand Slam?\n\nThe **Grand Slam Prize ($2,500)** winners will be announced soon!  \n\nGrand Slam rankings are based on **average performance across BOTH Division A and Division B**. If you competed in both divisions, stay tuned - the final Grand Slam standings are coming shortly!\n\n---\n\nHuge congratulations to all 113 teams who participated in Division B! Whether you made the podium or simply challenged yourself with this medical imaging problem, you contributed to advancing the field.\n\n**Prize Distribution:** All winners will be contacted directly within the next few days.\n\nThank you for making Division B an amazing competition! "
  }
}