Initial commit.

Yeah I know there are a lot of nonessential files but w/e.
This commit is contained in:
2024-12-17 01:39:52 -05:00
commit 2cb11e4933
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<link rel="stylesheet" href="main.css">
<title>About</title>
</head>
<body>
<center><h1>About</h1></center>
<h2>The Data</h2>
<p>
Information was scraped from <a href="//ascopubs.org/jco/meeting">this page</a> on 2023-06-28.
Over 5000 abstract titles from 2023 were used as training data.
Embeddings for these were generated through the OpenAI API, with the <code>text-embedding-ada-002</code> model.
</p>
<h2>The Model</h2>
<p>
A penalized logistic regression model was fit using the <code>glmnet</code> R package.
The tuning parameter was selected using cross validation.
The area under the ROC curve was 0.83 in the training data.
</p>
<center><a href="..">back</a></center>
</body>
</html>

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border-radius: 0px !important;
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html {
background-color: var(--bgm);
padding: 0;
margin: 0;
display: flex;
justify-content: center;
font-size: 16px;
}
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background-color: var(--bgs);
color: var(--fgm);
margin: 0;
padding-inline: 2em;
padding-block: 1em;
height: fit-content;
min-height: 100vh;
max-width: 50em;
flex-grow: 1;
font-size: 18px;
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color: #fb4934;
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color: #83a598;
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h3, h4,
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font-weight: bold;
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color: #458588;
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cursor: help;
} .c:hover {
filter: blur(2px)
}
form {
margin: 1em;
padding: 1em;
}
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