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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>CKD Prediction</title>
<style>
body {
font-family: Arial, sans-serif;
background-color: aquamarine;
padding: 20px;
}
.container {
width: 700px;
margin: auto;
background: #fff;
padding: 30px;
border-radius: 10px;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
}
h2 {
text-align: center;
color: #333;
}
.form-group {
margin-bottom: 15px;
}
label {
font-weight: bold;
display: block;
margin-bottom: 5px;
}
input, select {
width: 100%;
padding: 8px;
font-size: 14px;
}
.btn {
width: 100%;
padding: 10px;
background-color: #28a745;
border: none;
color: white;
font-size: 16px;
cursor: pointer;
border-radius: 5px;
}
.btn:hover {
background-color: #218838;
}
.result {
font-size: large;
font-family: 'Gill Sans', 'Gill Sans MT', Calibri, 'Trebuchet MS', sans-serif;
color: #333;
background-color: #f8f9fa;
margin-top: 20px;
font-size: 18px;
font-weight: bold;
text-align: center;
}
</style>
</head>
<body>
<div class="container">
<h2>CKD Prediction Form</h2>
<form method="post">
<!-- Age -->
<div class="form-group">
<label>Age</label>
<input type="number" name="age" min="0" max="100" placeholder="e.g., 60" required>
</div>
<!-- Blood Pressure -->
<div class="form-group">
<label>Blood Pressure (mmHg)</label>
<input type="number" name="blood_pressure" min="40" max="200" placeholder="e.g., 80" required>
</div>
<!-- Specific Gravity -->
<div class="form-group">
<label>Specific Gravity</label>
<select name="specific_gravity">
<option value="1.005">1.005</option>
<option value="1.010">1.010</option>
<option value="1.015">1.015</option>
<option value="1.020" selected>1.020</option>
<option value="1.025">1.025</option>
</select>
</div>
<!-- Albumin -->
<div class="form-group">
<label>Albumin (0–5)</label>
<input type="number" name="albumin" min="0" max="5" placeholder="e.g., 2" required>
</div>
<!-- Sugar -->
<div class="form-group">
<label>Sugar (0–5)</label>
<input type="number" name="sugar" min="0" max="5" placeholder="e.g., 1" required>
</div>
<!-- Binary Dropdowns -->
{% for field in [
('red_blood_cells', 'Red Blood Cells (Normal=1 / Abnormal=0)'),
('pus_cell', 'Pus Cell (Normal=1 / Abnormal=0)'),
('pus_cell_clumps', 'Pus Cell Clumps (Yes=1 / No=0)'),
('bacteria', 'Bacteria (Yes=1 / No=0)'),
('hypertension', 'Hypertension (Yes=1 / No=0)'),
('diabetes_mellitus', 'Diabetes Mellitus (Yes=1 / No=0)'),
('coronary_artery_disease', 'Coronary Artery Disease (Yes=1 / No=0)'),
('appetite', 'Appetite (Good=1 / Poor=0)'),
('peda_edema', 'Pedal Edema (Yes=1 / No=0)'),
('aanemia', 'Anaemia (Yes=1 / No=0)')
] %}
<div class="form-group">
<label>{{ field[1] }}</label>
<select name="{{ field[0] }}">
<option value="1">Yes / Normal / Good</option>
<option value="0">No / Abnormal / Poor</option>
</select>
</div>
{% endfor %}
<!-- Numeric Inputs -->
{% for field, label, minval, maxval, placeholder in [
('blood_glucose_random', 'Blood Glucose Random (mg/dL)', 50, 500, 150),
('blood_urea', 'Blood Urea (mg/dL)', 5, 300, 44),
('serum_creatinine', 'Serum Creatinine (mg/dL)', 0.5, 15, 1.2),
('sodium', 'Sodium (mEq/L)', 120, 160, 135),
('potassium', 'Potassium (mEq/L)', 2.5, 7.5, 4.6),
('haemoglobin', 'Haemoglobin (g/dL)', 3, 20, 12),
('packed_cell_volume', 'Packed Cell Volume (%)', 15, 55, 38),
('white_blood_cell_count', 'WBC Count (cells/uL)', 3000, 25000, 8000),
('red_blood_cell_count', 'RBC Count (millions/uL)', 2.5, 6.5, 4.5)
] %}
<div class="form-group">
<label>{{ label }}</label>
<input type="number" name="{{ field }}" min="{{ minval }}" max="{{ maxval }}" step="any" placeholder="e.g., {{ placeholder }}" required>
</div>
{% endfor %}
<!-- Submit Button -->
<button type="submit" class="btn">Predict</button>
</form>
{% if result %}
<div class="result">{{ result }}</div>
{% endif %}
</div>
</body>
</html> |