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RetinAI / web /index.html

ViannyCruz

Update web/index.html

cbea885 verified 5 months ago

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	<!doctype html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">

	<meta name="description" content="">
	<meta name="author" content="">

	<link rel="icon" href="favicon.ico">
	<title>Dashboard</title>
	<link rel="stylesheet" href="css/simplebar.css">
	<link href="https://fonts.googleapis.com/css2?family=Overpass:ital,wght@0,100;0,200;0,300;0,400;0,600;0,700;0,800;0,900;1,100;1,200;1,300;1,400;1,600;1,700;1,800;1,900&display=swap" rel="stylesheet">
	<script src="https://cdn.jsdelivr.net/npm/feather-icons/dist/feather.min.js"></script>
	<link rel="stylesheet" href="css/select2.css">
	<link rel="stylesheet" href="css/dropzone.css">
	<link rel="stylesheet" href="css/uppy.min.css">
	<link rel="stylesheet" href="css/jquery.steps.css">
	<link rel="stylesheet" href="css/jquery.timepicker.css">
	<link rel="stylesheet" href="css/quill.snow.css">
	<link rel="stylesheet" href="css/daterangepicker.css">
	<style id="themeBlock">html{visibility:hidden}</style>
	<style>
	.circle {
	display: flex !important;
	align-items: center !important;
	justify-content: center !important;
	}

	#leftSidebar.collapsed #sidebarLogo,
	body.collapsed #leftSidebar #sidebarLogo,
	#leftSidebar[style*="width: 0"] #sidebarLogo {
	max-width: 36px !important;
	width: 36px !important;
	}
	</style>
	<script>
	(function(){
	var dark = localStorage.getItem('theme') === 'dark';
	document.write(
	'<link rel="stylesheet" href="css/app-' + (dark?'dark':'light') + '.css" id="' + (dark?'dark':'light') + 'Theme">' +
	'<link rel="stylesheet" href="css/app-' + (dark?'light':'dark') + '.css" id="' + (dark?'light':'dark') + 'Theme" disabled>'
	);
	if(dark) document.documentElement.style.backgroundColor = '#1a1a2e';
	})();
	</script>
	<style>html{visibility:visible}</style>

	</head>
	<body class="vertical light ">
	<div class="wrapper">
	<nav class="topnav navbar navbar-light">
	<button type="button" class="navbar-toggler text-muted mt-2 p-0 mr-3 collapseSidebar">
	<i data-feather="menu" class="navbar-toggler-icon"></i>
	</button>

	<ul class="nav">
	<li class="nav-item">
	<a class="nav-link text-muted my-2" href="#" id="modeSwitcher" data-mode="light">
	<i data-feather="sun"></i>
	</a>
	</li>



	<li class="nav-item dropdown">
	<a class="nav-link dropdown-toggle text-muted pr-0" href="#" id="navbarDropdownMenuLink" role="button" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">
	<span class="avatar avatar-sm mt-2">
	<img src="./assets/images/persona.png" alt="..." class="avatar-img rounded-circle">
	</span>
	</a>
	<div class="dropdown-menu dropdown-menu-right" aria-labelledby="navbarDropdownMenuLink">
	<a class="dropdown-item" href="#" onclick="confirmLogout()">Cerrar Sesión</a>
	</div>
	</li>
	</ul>
	</nav>
	<aside class="sidebar-left border-right bg-white shadow" id="leftSidebar" data-simplebar>
	<a href="#" class="btn collapseSidebar toggle-btn d-lg-none text-muted ml-2 mt-3" data-toggle="toggle">
	<i data-feather="x"><span class="sr-only"></span></i>
	</a>
	<nav class="vertnav navbar navbar-light">
	<!-- nav bar -->
	<div class="w-100 mb-4 d-flex">
	<a class="navbar-brand mx-auto mt-2 flex-fill text-center">
	<img src="assets/images/RetinAILogo.png" alt="Logo" id="sidebarLogo" style="max-width:140px; transition: opacity 0.3s ease;">
	<img src="assets/images/LogoMini.png" alt="Logo Mini" id="sidebarLogoMini" style="max-width:44px; display:none; transition: opacity 0.3s ease;">
	</a>
	</div>

	<ul class="navbar-nav flex-fill w-100 mb-2">
	<li class="nav-item active">
	<a class="nav-link" href="./index.html">
	<i data-feather="home" class="fe-16"></i>
	<span class="ml-3 item-text">Dashboard</span>
	</a>
	</li>
	<li class="nav-item">
	<a class="nav-link" href="./diagnosis.html">
	<i data-feather="eye" class="fe-16"></i>
	<span class="ml-3 item-text">Diagnóstico</span>
	</a>
	</li>
	<li class="nav-item">
	<a class="nav-link" href="./patients.html">
	<i data-feather="users" class="fe-16"></i>
	<span class="ml-3 item-text">Pacientes</span>
	</a>
	</li>
	<li class="nav-item">
	<a class="nav-link" href="./historial-consultas.html">
	<i data-feather="file-text" class="fe-16"></i>
	<span class="ml-3 item-text">Consultas</span>
	</a>
	</li>
	<li class="nav-item">
	<a class="nav-link" href="./users.html">
	<i data-feather="user" class="fe-16"></i>
	<span class="ml-3 item-text">Usuarios</span>
	</a>
	</li>
	</ul>
	</nav>
	</aside>
	<main role="main" class="main-content">
	<div class="container-fluid">
	<div class="row justify-content-center">
	<div class="col-12">
	<div class="row mb-4">
	<div class="col-md-6 col-lg-3">
	<div class="card shadow border-0 mb-4" id="totalPatientsCard">
	<div class="card-body">
	<div class="row align-items-center">
	<div class="col-3 text-center">
	<span class="circle circle-sm bg-primary">
	<i data-feather="users" class="fe-16 text-white"></i>
	</span>
	</div>
	<div class="col pr-0">
	<p class="small text-muted mb-0">Total Pacientes Diagnosticados</p>
	<span class="h3 mb-0">0</span>
	</div>
	</div>
	</div>
	</div>
	</div>
	<div class="col-md-6 col-lg-3">
	<div class="card shadow border-0 mb-4" id="positiveCasesCard">
	<div class="card-body">
	<div class="row align-items-center">
	<div class="col-3 text-center">
	<span class="circle circle-sm bg-warning">
	<i data-feather="alert-triangle" class="fe-16 text-white"></i>
	</span>
	</div>
	<div class="col pr-0">
	<p class="small text-muted mb-0">Con Retinopatía</p>
	<span class="h3 mb-0">0</span>
	</div>
	</div>
	</div>
	</div>
	</div>
	<div class="col-md-6 col-lg-3">
	<div class="card shadow border-0 mb-4" id="negativeCasesCard">
	<div class="card-body">
	<div class="row align-items-center">
	<div class="col-3 text-center">
	<span class="circle circle-sm bg-success">
	<i data-feather="check" class="fe-16 text-white"></i>
	</span>
	</div>
	<div class="col pr-0">
	<p class="small text-muted mb-0">Sin Retinopatía</p>
	<span class="h3 mb-0">0</span>
	</div>
	</div>
	</div>
	</div>
	</div>
	<div class="col-md-6 col-lg-3">
	<div class="card shadow border-0 mb-4" id="positivityRateCard">
	<div class="card-body">
	<div class="row align-items-center">
	<div class="col-3 text-center">
	<span class="circle circle-sm bg-info">
	<i data-feather="percent" class="fe-16 text-white"></i>
	</span>
	</div>
	<div class="col pr-0">
	<p class="small text-muted mb-0">Tasa Positividad</p>
	<span class="h3 mb-0">0%</span>
	</div>
	</div>
	</div>
	</div>
	</div>
	</div>

	<div class="mb-2 align-items-center">
	<div class="card shadow mb-4">
	<div class="card-body">
	<div class="row mt-1 align-items-center"></div>
	<div class="chartbox mr-4">
	<div class="d-flex justify-content-between align-items-center mb-3">
	<h6 class="card-title mb-0">Estadísticas de Consultas</h6>
	</div>
	<div id="areaChart"></div>
	</div>
	</div> <!-- .card-body -->
	</div> <!-- .card -->
	</div>

	<div class="row">
	<div class="col-md-12 col-lg-4">
	<div class="card shadow h-100 mb-4">
	<div class="card-header">
	<h6 class="card-title mb-0">
	<i data-feather="pie-chart" class="mr-2"></i>
	Rangos de Edad con Retinopatía
	</h6>
	</div>
	<div class="card-body d-flex flex-column">
	<div class="chart-widget mb-2 flex-grow-1 d-flex align-items-center justify-content-center">
	<div id="ageRangesChart" style="width: 100%; height: 300px;"></div>
	</div>
	<div class="row items-align-center mt-auto" id="ageStatsRow">
	<div class="col-4 text-center">
	<p class="text-muted mb-1">Promedio</p>
	<h6 class="mb-1" id="avgAge">-</h6>
	<p class="text-muted mb-0">años</p>
	</div>
	<div class="col-4 text-center">
	<p class="text-muted mb-1">Rango</p>
	<h6 class="mb-1" id="ageRange">-</h6>
	<p class="text-muted mb-0">min-max</p>
	</div>
	<div class="col-4 text-center">
	<p class="text-muted mb-1">Total</p>
	<h6 class="mb-1" id="totalPatientsAge">-</h6>
	<p class="text-muted mb-0">con RD</p>
	</div>
	</div>
	</div>
	</div>
	</div>

	<div class="col-md-12 col-lg-8">
	<div class="card shadow h-100">
	<div class="card-header">
	<strong class="card-title">Consultas Recientes</strong>
	</div>
	<div class="card-body my-n2">
	<table class="table table-striped table-hover table-borderless">
	<thead>
	<tr>
	<th>Fecha</th>
	<th>Paciente</th>
	<th>Resultado</th>
	<th>Confianza</th>
	</tr>
	</thead>
	<tbody id="recentConsultationsBody">
	<tr>
	<td colspan="5" class="text-center text-muted">
	<i data-feather="loader" class="fe-16 spinner"></i> Cargando consultas...
	</td>
	</tr>
	</tbody>
	</table>
	</div>
	</div>
	</div>
	</div> <!-- .row -->
	</div> <!-- .col-12 -->
	</div> <!-- .row -->
	</div> <!-- .container-fluid -->
	<div class="modal fade modal-notif modal-slide" tabindex="-1" role="dialog" aria-labelledby="defaultModalLabel" aria-hidden="true">
	<div class="modal-dialog modal-sm" role="document">
	<div class="modal-content">
	<div class="modal-header">
	<h5 class="modal-title" id="defaultModalLabel">Notifications</h5>
	<button type="button" class="close" data-dismiss="modal" aria-label="Close">
	<span aria-hidden="true">×</span>
	</button>
	</div>
	<div class="modal-body">
	<div class="list-group list-group-flush my-n3">
	<div class="list-group-item bg-transparent">
	<div class="row align-items-center">
	<div class="col-auto">
	<span data-feather="box" class="fe-24"></span>
	</div>
	<div class="col">
	<small><strong>Package has uploaded successfull</strong></small>
	<div class="my-0 text-muted small">Package is zipped and uploaded</div>
	<small class="badge badge-pill badge-light text-muted">1m ago</small>
	</div>
	</div>
	</div>
	<div class="list-group-item bg-transparent">
	<div class="row align-items-center">
	<div class="col-auto">
	<span data-feather="download" class="fe-24"></span>
	</div>
	<div class="col">
	<small><strong>Widgets are updated successfull</strong></small>
	<div class="my-0 text-muted small">Just create new layout Index, form, table</div>
	<small class="badge badge-pill badge-light text-muted">2m ago</small>
	</div>
	</div>
	</div>
	<div class="list-group-item bg-transparent">
	<div class="row align-items-center">
	<div class="col-auto">
	<span data-feather="inbox" class="fe-24"></span>
	</div>
	<div class="col">
	<small><strong>Notifications have been sent</strong></small>
	<div class="my-0 text-muted small">Fusce dapibus, tellus ac cursus commodo</div>
	<small class="badge badge-pill badge-light text-muted">30m ago</small>
	</div>
	</div> <!-- / .row -->
	</div>
	<div class="list-group-item bg-transparent">
	<div class="row align-items-center">
	<div class="col-auto">
	<span data-feather="link" class="fe-24"></span>
	</div>
	<div class="col">
	<small><strong>Link was attached to menu</strong></small>
	<div class="my-0 text-muted small">New layout has been attached to the menu</div>
	<small class="badge badge-pill badge-light text-muted">1h ago</small>
	</div>
	</div>
	</div> <!-- / .row -->
	</div> <!-- / .list-group -->
	</div>
	<div class="modal-footer">
	<button type="button" class="btn btn-secondary btn-block" data-dismiss="modal">Clear All</button>
	</div>
	</div>
	</div>
	</div>
	<div class="modal fade modal-shortcut modal-slide" tabindex="-1" role="dialog" aria-labelledby="defaultModalLabel" aria-hidden="true">
	<div class="modal-dialog" role="document">
	<div class="modal-content">
	<div class="modal-header">
	<h5 class="modal-title" id="defaultModalLabel">Shortcuts</h5>
	<button type="button" class="close" data-dismiss="modal" aria-label="Close">
	<span aria-hidden="true">×</span>
	</button>
	</div>
	<div class="modal-body px-5">
	<div class="row align-items-center">
	<div class="col-6 text-center">
	<div class="squircle bg-success justify-content-center">
	<i data-feather="cpu" class="fe-32 align-self-center text-white"></i>
	</div>
	<p>Control area</p>
	</div>
	<div class="col-6 text-center">
	<div class="squircle bg-primary justify-content-center">
	<i data-feather="activity" class="fe-32 align-self-center text-white"></i>
	</div>
	<p>Activity</p>
	</div>
	</div>
	<div class="row align-items-center">
	<div class="col-6 text-center">
	<div class="squircle bg-primary justify-content-center">
	<i data-feather="droplet" class="fe-32 align-self-center text-white"></i>
	</div>
	<p>Droplet</p>
	</div>
	<div class="col-6 text-center">
	<div class="squircle bg-primary justify-content-center">
	<i data-feather="upload-cloud" class="fe-32 align-self-center text-white"></i>
	</div>
	<p>Upload</p>
	</div>
	</div>
	<div class="row align-items-center">
	<div class="col-6 text-center">
	<div class="squircle bg-primary justify-content-center">
	<i data-feather="users" class="fe-32 align-self-center text-white"></i>
	</div>
	<p>Users</p>
	</div>
	<div class="col-6 text-center">
	<div class="squircle bg-primary justify-content-center">
	<i data-feather="settings" class="fe-32 align-self-center text-white"></i>
	</div>
	<p>Settings</p>
	</div>
	</div>
	</div>
	</div>
	</div>
	</div>
	</main> <!-- main -->
	<script src="js/jquery.min.js"></script>
	<script src="js/popper.min.js"></script>
	<script src="js/moment.min.js"></script>
	<script src="js/bootstrap.min.js"></script>
	<script src="js/simplebar.min.js"></script>
	<script src='js/daterangepicker.js'></script>
	<script src='js/jquery.stickOnScroll.js'></script>
	<script src="js/tinycolor-min.js"></script>
	<script src="js/config.js"></script>
	<script src="js/d3.min.js"></script>
	<script src="js/topojson.min.js"></script>
	<script src="js/datamaps.all.min.js"></script>
	<script src="js/datamaps-zoomto.js"></script>
	<script src="js/datamaps.custom.js"></script>
	<script src="js/Chart.min.js"></script>
	<script src="api.js"></script>
	<script>
	api.getSession().catch(() => { window.location.href = 'auth-login.html'; })
	.then(r => { if (r && !r.success) window.location.href = 'auth-login.html'; });
	</script>
	<script src="js/gauge.min.js"></script>
	<script src="js/jquery.sparkline.min.js"></script>
	<script src="js/apexcharts.min.js"></script>
	<script src="js/apexcharts.custom.js"></script>

	<script src='js/jquery.mask.min.js'></script>
	<script src='js/select2.min.js'></script>
	<script src='js/jquery.steps.min.js'></script>
	<script src='js/jquery.validate.min.js'></script>
	<script src='js/jquery.timepicker.js'></script>
	<script src='js/dropzone.min.js'></script>
	<script src='js/uppy.min.js'></script>
	<script src='js/quill.min.js'></script>
	<script>
	$('.select2').select2(
	{
	theme: 'bootstrap4',
	});
	$('.select2-multi').select2(
	{
	multiple: true,
	theme: 'bootstrap4',
	});
	$('.drgpicker').daterangepicker(
	{
	singleDatePicker: true,
	timePicker: false,
	showDropdowns: true,
	locale:
	{
	format: 'MM/DD/YYYY'
	}
	});
	$('.time-input').timepicker(
	{
	'scrollDefault': 'now',
	'zindex': '9999' /* fix modal open */
	});
	/** date range picker */
	if ($('.datetimes').length)
	{
	$('.datetimes').daterangepicker(
	{
	timePicker: true,
	startDate: moment().startOf('hour'),
	endDate: moment().startOf('hour').add(32, 'hour'),
	locale:
	{
	format: 'M/DD hh:mm A'
	}
	});
	}
	var start = moment().subtract(29, 'days');
	var end = moment();

	function cb(start, end)
	{
	$('#reportrange span').html(start.format('MMMM D, YYYY') + ' - ' + end.format('MMMM D, YYYY'));
	}
	$('#reportrange').daterangepicker(
	{
	startDate: start,
	endDate: end,
	ranges:
	{
	'Today': [moment(), moment()],
	'Yesterday': [moment().subtract(1, 'days'), moment().subtract(1, 'days')],
	'Last 7 Days': [moment().subtract(6, 'days'), moment()],
	'Last 30 Days': [moment().subtract(29, 'days'), moment()],
	'This Month': [moment().startOf('month'), moment().endOf('month')],
	'Last Month': [moment().subtract(1, 'month').startOf('month'), moment().subtract(1, 'month').endOf('month')]
	}
	}, cb);
	cb(start, end);
	$('.input-placeholder').mask("00/00/0000",
	{
	placeholder: "__/__/____"
	});
	$('.input-zip').mask('00000-000',
	{
	placeholder: "____-___"
	});
	$('.input-money').mask("#.##0,00",
	{
	reverse: true
	});
	$('.input-phoneus').mask('(000) 000-0000');
	$('.input-mixed').mask('AAA 000-S0S');
	$('.input-ip').mask('0ZZ.0ZZ.0ZZ.0ZZ',
	{
	translation:
	{
	'Z':
	{
	pattern: /[0-9]/,
	optional: true
	}
	},
	placeholder: "___.___.___.___"
	});
	// editor
	var editor = document.getElementById('editor');
	if (editor)
	{
	var toolbarOptions = [
	[
	{
	'font': []
	}],
	[
	{
	'header': [1, 2, 3, 4, 5, 6, false]
	}],
	['bold', 'italic', 'underline', 'strike'],
	['blockquote', 'code-block'],
	[
	{
	'header': 1
	},
	{
	'header': 2
	}],
	[
	{
	'list': 'ordered'
	},
	{
	'list': 'bullet'
	}],
	[
	{
	'script': 'sub'
	},
	{
	'script': 'super'
	}],
	[
	{
	'indent': '-1'
	},
	{
	'indent': '+1'
	}],
	[
	{
	'direction': 'rtl'
	}],
	[
	{
	'color': []
	},
	{
	'background': []
	}],
	[
	{
	'align': []
	}],
	['clean']
	];
	var quill = new Quill(editor,
	{
	modules:
	{
	toolbar: toolbarOptions
	},
	theme: 'snow'
	});
	}
	(function()
	{
	'use strict';
	window.addEventListener('load', function()
	{
	var forms = document.getElementsByClassName('needs-validation');
	var validation = Array.prototype.filter.call(forms, function(form)
	{
	form.addEventListener('submit', function(event)
	{
	if (form.checkValidity() === false)
	{
	event.preventDefault();
	event.stopPropagation();
	}
	form.classList.add('was-validated');
	}, false);
	});
	}, false);
	})();
	</script>
	<script>
	var uptarg = document.getElementById('drag-drop-area');
	if (uptarg)
	{
	var uppy = Uppy.Core().use(Uppy.Dashboard,
	{
	inline: true,
	target: uptarg,
	proudlyDisplayPoweredByUppy: false,
	theme: 'dark',
	width: 770,
	height: 210,
	plugins: ['Webcam']
	}).use(Uppy.Tus,
	{
	endpoint: 'https://master.tus.io/files/'
	});
	uppy.on('complete', (result) =>
	{
	console.log('Upload complete! We\'ve uploaded these files:', result.successful) });
	}
	</script>
	<script src="js/apps.js"></script>
	<script async src="https://www.googletagmanager.com/gtag/js?id=UA-56159088-1"></script>
	<script src="https://cdnjs.cloudflare.com/ajax/libs/feather-icons/4.29.1/feather.min.js"></script>

	<script>
	feather.replace();
	</script>
	<script>
	window.dataLayer = window.dataLayer \|\| [];

	function gtag()
	{
	dataLayer.push(arguments);
	}
	gtag('js', new Date());
	gtag('config', 'UA-56159088-1');
	</script>
	<script>
	$(document).ready(function() {
	console.log('Dashboard iniciado');

	let currentUser = null;
	let systemStatus = {};
	let recentAnalysis = [];
	let areaChartInstance = null;
	let ageRangesChartInstance = null;

	initializeDashboard();

	setupEventListeners();

	function initializeDashboard() {
	console.log('Inicializando dashboard...');

	checkAuthentication();

	loadSystemStatus();

	loadDashboardStats();

	updateChartData(7);

	loadAgeRangesData();

	setupDateRangePicker();

	updateDateTime();
	setInterval(updateDateTime, 60000);

	window.addEventListener('storage', function(e) {
	if (e.key === 'theme') {
	updateChartData(7);
	}
	});
	}

	async function checkAuthentication() {
	const response = await api.getSession().catch(() => null);
	if (response && response.success) {
	currentUser = response.user;
	updateUserInterface();
	} else {
	window.location.href = 'auth-login.html';
	}
	}

	function updateUserInterface() {
	if (currentUser) {
	$('#currentUserName').text(currentUser.username);
	$('#welcomeMessage').text(`¡Bienvenido, ${currentUser.username}!`);

	const roleClass = currentUser.role === 'Admin' ? 'badge-primary' : 'badge-success';
	$('#currentUserName').after(`<span class="badge ${roleClass} ml-2">${currentUser.role}</span>`);
	}
	}

	async function loadSystemStatus() {
	const response = await api.getModelInfo().catch(() => null);
	if (response && response.loaded) {
	systemStatus = { model_loaded: response.loaded, database_connected: true, app_version: 'v2.1' };
	updateSystemStatusUI();
	} else {
	systemStatus = { model_loaded: false, database_connected: true, app_version: 'v2.1' };
	updateSystemStatusUI();
	}
	}

	function updateSystemStatusUI() {
	if (systemStatus.model_loaded) {
	$('#modelStatus').removeClass('bg-danger').addClass('bg-success');
	$('#modelStatusText').text('Cargado').removeClass('text-danger').addClass('text-success');
	} else {
	$('#modelStatus').removeClass('bg-success').addClass('bg-danger');
	$('#modelStatusText').text('Error').removeClass('text-success').addClass('text-danger');
	}

	if (systemStatus.database_connected) {
	$('#dbStatus').removeClass('bg-danger').addClass('bg-success');
	$('#dbStatusText').text('Conectada').removeClass('text-danger').addClass('text-success');
	} else {
	$('#dbStatus').removeClass('bg-success').addClass('bg-danger');
	$('#dbStatusText').text('Desconectada').removeClass('text-success').addClass('text-danger');
	}

	$('#appVersion').text(systemStatus.app_version \|\| 'v2.1');

	const isSystemHealthy = systemStatus.model_loaded && systemStatus.database_connected;
	if (isSystemHealthy) {
	$('#systemStatusIcon').removeClass('bg-danger').addClass('bg-success');
	$('#systemStatusIcon i').removeClass('fe-x').addClass('fe-check');
	$('#systemStatusText').text('Operativo');
	} else {
	$('#systemStatusIcon').removeClass('bg-success').addClass('bg-danger');
	$('#systemStatusIcon i').removeClass('fe-check').addClass('fe-x');
	$('#systemStatusText').text('Con errores');
	}
	}

	async function loadDashboardStats() {
	const response = await api.getDashboardStats().catch(() => null);
	if (response && response.success) {
	const stats = response.stats;
	// Usar \|\| 0 para evitar undefined/null que causan contadores negativos
	const totalPatients = parseInt(stats.total_patients \|\| stats.total_unique_patients \|\| 0);
	const positiveCases = parseInt(stats.positive_cases \|\| stats.patients_with_rd \|\| 0);
	const negativeCases = parseInt(stats.negative_cases \|\| stats.patients_without_rd \|\| 0);
	const positivityRate = parseFloat(stats.positivity_rate \|\| 0).toFixed(1);

	updateStatCard('#totalPatientsCard', totalPatients);
	updateStatCard('#positiveCasesCard', positiveCases);
	updateStatCard('#negativeCasesCard', negativeCases);
	updateStatCard('#positivityRateCard', positivityRate + '%');

	// Pasar stats normalizados al donut
	updateDonutChart({
	total_unique_patients: totalPatients,
	patients_with_rd: positiveCases,
	patients_without_rd: negativeCases
	});
	} else {
	showErrorMessage('Error cargando estadísticas del dashboard');
	}
	}

	function updateStatCard(selector, value) {
	const card = $(selector);
	const valueElement = card.find('span.h3');

	if (typeof value === 'string' && value.includes('%')) {
	valueElement.text(value);
	} else {
	const targetValue = parseInt(value) \|\| 0;
	animateValue(valueElement[0], 0, targetValue, 800);
	}
	}

	function animateValue(element, start, end, duration) {
	if (!element) return;
	const safeEnd = Math.max(0, parseInt(end) \|\| 0);
	const safeStart = Math.max(0, parseInt(start) \|\| 0);
	const startTime = performance.now();
	const step = (currentTime) => {
	const elapsed = currentTime - startTime;
	const progress = Math.min(elapsed / duration, 1);
	element.textContent = Math.floor(progress * (safeEnd - safeStart) + safeStart);
	if (progress < 1) window.requestAnimationFrame(step);
	};
	window.requestAnimationFrame(step);
	}

	function updateDonutChart(stats) {
	const donutChartElement = document.querySelector("#donutChart");
	if (!donutChartElement) return;

	donutChartElement.innerHTML = '';

	const donutOptions = {
	chart: {
	type: 'donut',
	height: 300
	},
	colors: ['#66DA26', '#FF9800'],
	series: [stats.patients_without_rd \|\| 0, stats.patients_with_rd \|\| 0],
	labels: ['Sin Retinopatía', 'Con Retinopatía'],
	legend: {
	position: 'bottom',
	labels: {
	colors: '#9aa0ac',
	}
	},
	dataLabels: {
	enabled: true,
	formatter: function(val, opts) {
	return Math.round(val) + '%';
	}
	},
	plotOptions: {
	pie: {
	donut: {
	labels: {
	show: true,
	total: {
	show: true,
	label: 'Total Pacientes',
	color: '#9aa0ac',
	formatter: function(w) {
	return stats.total_unique_patients \|\| 0;
	}
	}
	}
	}
	}
	},
	responsive: [{
	breakpoint: 480,
	options: {
	chart: {
	height: 250
	},
	legend: {
	position: 'bottom'
	}
	}
	}]
	};

	try {
	const donutChart = new ApexCharts(donutChartElement, donutOptions);
	donutChart.render();
	} catch (error) {
	console.error('Error creando gráfico donut:', error);
	}
	}

	function updateChartData(days) {
	console.log(`Actualizando grafico para los ultimos ${days} dias`);

	api.getConsultations(1, 100).then(function(response) {
	console.log('Respuesta del backend:', response);

	if (response && response.success && response.consultations.length > 0) {
	// Agrupar consultas por fecha — parsear correctamente
	const grouped = {};
	response.consultations.forEach(c => {
	const raw = c.consultationDate \|\| '';
	// Soporta "2026-03-17 23:05:12" y "2026-03-17T23:05:12"
	const d = raw.replace('T', ' ').substring(0, 10);
	if (!d \|\| d === '0000-00-00') return;
	if (!grouped[d]) grouped[d] = {total:0, pos:0, neg:0};
	grouped[d].total++;
	if (c.diabeticRetinopathy) grouped[d].pos++; else grouped[d].neg++;
	});
	const dates = Object.keys(grouped).sort();
	if (dates.length === 0) { createEmptyChart(); return; }
	createOrUpdateChart(
	dates,
	dates.map(d => grouped[d].total),
	dates.map(d => grouped[d].pos),
	dates.map(d => grouped[d].neg)
	);
	} else {
	createEmptyChart();
	}
	});
	}

	function setupDateRangePicker() {
	var start = moment().subtract(29, 'days');
	var end = moment();

	function cb(start, end) {
	$('#reportrange span').html(start.format('MMMM D, YYYY') + ' - ' + end.format('MMMM D, YYYY'));
	}

	$('#reportrange').daterangepicker({
	startDate: start,
	endDate: end,
	ranges: {
	'Hoy': [moment(), moment()],
	'Ayer': [moment().subtract(1, 'days'), moment().subtract(1, 'days')],
	'Últimos 7 Días': [moment().subtract(6, 'days'), moment()],
	'Últimos 30 Días': [moment().subtract(29, 'days'), moment()],
	'Este Mes': [moment().startOf('month'), moment().endOf('month')],
	'Mes Anterior': [moment().subtract(1, 'month').startOf('month'), moment().subtract(1, 'month').endOf('month')]
	}
	}, cb);

	cb(start, end);
	}

	function loadRecentConsultations() {
	$('#recentConsultationsBody').html(`
	<tr>
	<td colspan="5" class="text-center text-muted">
	<i data-feather="loader" class="fe-16 spinner"></i> Cargando consultas...
	</td>
	</tr>
	`);

	api.getConsultations(1, 10).then(function(response) {
	if (response.success) {
	updateRecentConsultationsTable(response.consultations);
	} else {
	showErrorInTable(response.message);
	}
	});
	}

	function updateRecentConsultationsTable(consultations) {
	const tbody = $('#recentConsultationsBody');
	tbody.empty();

	if (consultations.length === 0) {
	tbody.append(`
	<tr>
	<td colspan="5" class="text-center text-muted">
	<i data-feather="inbox" class="fe-16"></i><br>
	No hay consultas recientes
	</td>
	</tr>
	`);
	return;
	}

	consultations.forEach(consultation => {
	const date = consultation.consultationDate ?
	new Date(consultation.consultationDate).toLocaleString('es-ES') : 'N/A';

	const isPositive = consultation.diabeticRetinopathy;
	const resultClass = isPositive ? 'badge-warning' : 'badge-success';
	const resultText = isPositive ? 'Positivo' : 'Negativo';
	const confidence = consultation.confidence ?
	`${consultation.confidence.toFixed(1)}%` : 'N/A';

	tbody.append(`
	<tr>
	<td>${date}</td>
	<td>${consultation.patientName \|\| consultation.patient_name \|\| 'Desconocido'}</td>
	<td><span class="badge ${resultClass}">${resultText}</span></td>
	<td>${confidence}</td>
	</tr>
	`);
	});
	}

	window.showConsultationDetails = function(consultationId) {
	alert('Ver detalles: Consulta #' + consultationId);
	};

	function showConsultationModal(consultation) {
	const modalHtml = `
	<div class="modal fade" id="consultationModal" tabindex="-1" role="dialog">
	<div class="modal-dialog modal-lg" role="document">
	<div class="modal-content">
	<div class="modal-header">
	<h5 class="modal-title">Detalles de Consulta</h5>
	<button type="button" class="close" data-dismiss="modal">
	<span>×</span>
	</button>
	</div>
	<div class="modal-body">
	<div class="row mb-3">
	<div class="col-md-6">
	<h6>Información Básica</h6>
	<p><strong>Paciente:</strong> ${consultation.patientName \|\| consultation.patient_name \|\| 'Desconocido'}</p>
	<p><strong>Fecha:</strong> ${consultation.consultationDate \|\| 'N/A'}</p>
	</div>
	<div class="col-md-6">
	<h6>Resultado</h6>
	<p><strong>Diagnóstico:</strong>
	<span class="badge ${consultation.diabeticRetinopathy ? 'badge-warning' : 'badge-success'}">
	${consultation.diabeticRetinopathy ? 'Positivo' : 'Negativo'}
	</span>
	</p>
	<p><strong>Confianza:</strong> ${consultation.confidence \|\| 'N/A'}%</p>
	</div>
	</div>
	${consultation.notes ? `
	<div class="card mb-3">
	<div class="card-header">
	<h6 class="card-title mb-0">Notas</h6>
	</div>
	<div class="card-body">
	<p>${consultation.notes}</p>
	</div>
	</div>` : ''}
	${consultation.imagePath ? `
	<div class="card">
	<div class="card-header">
	<h6 class="card-title mb-0">Imagen</h6>
	</div>
	<div class="card-body text-center">
	<img src="${consultation.imagePath}" class="img-fluid" style="max-height: 300px;" alt="Imagen de retina">
	</div>
	</div>` : ''}
	</div>
	<div class="modal-footer">
	<button type="button" class="btn btn-secondary" data-dismiss="modal">Cerrar</button>
	</div>
	</div>
	</div>
	</div>
	`;

	$('body').append(modalHtml);
	$('#consultationModal').modal('show');

	$('#consultationModal').on('hidden.bs.modal', function() {
	$(this).remove();
	});
	}


	function showErrorInTable(message) {
	$('#recentConsultationsBody').html(`
	<tr>
	<td colspan="5" class="text-center text-danger">
	<i data-feather="alert-triangle" class="fe-16"></i><br>
	${message \|\| 'Error al cargar consultas'}
	</td>
	</tr>
	`);
	}

	$(document).ready(function() {
	loadRecentConsultations();
	});

	function createOrUpdateChart(dates, totalConsultations, positiveCases, negativeCases) {
	if (areaChartInstance && typeof areaChartInstance.destroy === 'function') {
	try {
	areaChartInstance.destroy();
	areaChartInstance = null;
	} catch (error) {
	console.log('Error destruyendo grafico anterior:', error);
	}
	}

	const chartElement = document.querySelector("#areaChart");
	if (!chartElement) {
	console.error('Elemento #areaChart no encontrado');
	return;
	}

	chartElement.innerHTML = '';

	setTimeout(() => {
	try {
	const isDark = localStorage.getItem('theme') === 'dark';
	const axisColor = isDark ? '#ffffff' : '#212529';

	const options = {
	chart: {
	type: 'area',
	height: 350,
	width: '100%',
	toolbar: {
	show: true,
	tools: {
	download: false,
	selection: false,
	zoom: false,
	zoomin: false,
	zoomout: false,
	pan: false,
	reset: false
	}
	},
	animations: {
	enabled: true,
	easing: 'easeinout',
	speed: 800
	},
	background: 'transparent'
	},
	colors: ['#2E93fA', '#FF9800', '#66DA26'],
	series: (function() {
	function toTs(d) {
	var p = d.split('-').map(Number);
	return Date.UTC(p[0], p[1] - 1, p[2], 12, 0, 0);
	}
	function toSeries(vals) {
	return dates.map(function(d, i) { return { x: toTs(d), y: vals[i] }; });
	}
	return [
	{ name: 'Total Consultas', data: toSeries(totalConsultations) },
	{ name: 'Con Retinopatía', data: toSeries(positiveCases) },
	{ name: 'Sin Retinopatía', data: toSeries(negativeCases) }
	];
	})(),
	xaxis: {
	type: 'datetime',
	labels: {
	datetimeUTC: false,
	datetimeFormatter: {
	year: 'yyyy',
	month: "MMM 'yy",
	day: 'dd/MM',
	hour: 'HH:mm'
	},
	style: {
	fontSize: '12px',
	fontFamily: 'inherit',
	colors: axisColor
	}
	},
	title: {
	text: 'Fecha',
	style: {
	fontSize: '14px',
	fontFamily: 'inherit',
	color: axisColor
	}
	}
	},
	yaxis: {
	title: {
	text: 'Número de Consultas',
	style: {
	fontSize: '14px',
	fontFamily: 'inherit',
	color: axisColor
	}
	},
	min: 0,
	tickAmount: Math.max.apply(null, totalConsultations) \|\| 1,
	labels: {
	formatter: function(val) { return Math.floor(val); },
	style: {
	fontSize: '12px',
	fontFamily: 'inherit',
	colors: axisColor
	}
	}
	},
	tooltip: {
	shared: true,
	intersect: false,
	x: {
	formatter: function(value) {
	return new Date(value).toLocaleDateString('es-ES', {
	weekday: 'long',
	year: 'numeric',
	month: 'long',
	day: 'numeric'
	});
	}
	},
	y: {
	formatter: function(value) {
	return value + ' consulta' + (value !== 1 ? 's' : '');
	}
	}
	},
	stroke: {
	curve: 'smooth',
	width: 2
	},
	fill: {
	type: 'gradient',
	gradient: {
	shadeIntensity: 1,
	opacityFrom: 0.7,
	opacityTo: 0.3,
	stops: [0, 90, 100]
	}
	},
	legend: {
	position: 'top',
	horizontalAlign: 'left',
	labels: {
	colors: '#9aa0ac'
	}
	},
	grid: {
	borderColor: '#f1f1f1',
	strokeDashArray: 4,
	xaxis: {
	lines: {
	show: true
	}
	},
	yaxis: {
	lines: {
	show: true
	}
	}
	},
	dataLabels: {
	enabled: false
	},
	responsive: [{
	breakpoint: 768,
	options: {
	chart: {
	height: 300
	},
	legend: {
	position: 'bottom'
	}
	}
	}]
	};

	areaChartInstance = new ApexCharts(chartElement, options);

	areaChartInstance.render()
	.then(() => {
	console.log('Gráfico creado exitosamente');
	})
	.catch((error) => {
	console.error('Error renderizando gráfico:', error);
	createFallbackChart(chartElement, dates, totalConsultations, positiveCases, negativeCases);
	});

	} catch (error) {
	console.error('Error creando gráfico:', error);
	createFallbackChart(chartElement, dates, totalConsultations, positiveCases, negativeCases);
	}
	}, 100);
	}

	function createFallbackChart(chartElement, dates, totalConsultations, positiveCases, negativeCases) {
	console.log('Creando grafico de respaldo...');

	const maxValue = Math.max(...totalConsultations, 1);

	let tableHtml = `
	<div class="fallback-chart p-3">
	<h6 class="text-muted mb-3">Datos de Consultas (Vista de Tabla)</h6>
	<div class="table-responsive">
	<table class="table table-sm table-hover">
	<thead class="thead-light">
	<tr>
	<th>Fecha</th>
	<th>Total</th>
	<th>Con RD</th>
	<th>Sin RD</th>
	<th>Gráfico</th>
	</tr>
	</thead>
	<tbody>
	`;

	dates.forEach((date, index) => {
	const total = totalConsultations[index] \|\| 0;
	const positive = positiveCases[index] \|\| 0;
	const negative = negativeCases[index] \|\| 0;
	const percentage = maxValue > 0 ? (total / maxValue) * 100 : 0;

	const formattedDate = new Date(date).toLocaleDateString('es-ES', {
	day: '2-digit',
	month: '2-digit'
	});

	tableHtml += `
	<tr>
	<td>${formattedDate}</td>
	<td><span class="badge badge-primary">${total}</span></td>
	<td><span class="badge badge-warning">${positive}</span></td>
	<td><span class="badge badge-success">${negative}</span></td>
	<td>
	<div class="progress" style="height: 20px;">
	<div class="progress-bar" role="progressbar" style="width: ${percentage}%"
	aria-valuenow="${total}" aria-valuemin="0" aria-valuemax="${maxValue}">
	</div>
	</div>
	</td>
	</tr>
	`;
	});

	tableHtml += `
	</tbody>
	</table>
	</div>
	<small class="text-muted">
	<i data-feather="info" class="mr-1"></i>
	Vista alternativa - el gráfico principal no se pudo cargar
	</small>
	</div>
	`;

	chartElement.innerHTML = tableHtml;
	}

	function createEmptyChart() {
	if (areaChartInstance && typeof areaChartInstance.destroy === 'function') {
	try {
	areaChartInstance.destroy();
	areaChartInstance = null;
	} catch (error) {
	console.log('Error destruyendo grafico:', error);
	}
	}

	const chartElement = document.querySelector("#areaChart");
	if (chartElement) {
	chartElement.innerHTML = `
	<div class="d-flex justify-content-center align-items-center" style="height: 350px;">
	<div class="text-center text-muted">
	<i data-feather="bar-chart-2" class="fe-48 mb-3"></i>
	<h6>No hay datos disponibles</h6>
	<p class="small">Las consultas aparecerán aquí cuando se registren</p>
	<button class="btn btn-sm btn-outline-primary" onclick="insertSampleData()">
	<i data-feather="plus" class="mr-1"></i>Generar datos de prueba
	</button>
	</div>
	</div>
	`;
	}
	}

	function loadRecentAnalysis() { return; /* legacy - no endpoint */ }

	function updateRecentAnalysisTable() {
	const tbody = $('#recentAnalysisTable');
	tbody.empty();

	if (recentAnalysis.length === 0) {
	tbody.append(`
	<tr>
	<td colspan="5" class="text-center text-muted">
	<i data-feather="inbox" class="fe-24 mb-2"></i><br>
	No hay análisis recientes
	</td>
	</tr>
	`);
	return;
	}

	recentAnalysis.reverse().forEach(function(analysis) {
	const resultClass = analysis.prediction.class_index === 1 ? 'badge-warning' : 'badge-success';
	const resultText = analysis.prediction.class_index === 1 ? 'Positivo' : 'Negativo';

	tbody.append(`
	<tr>
	<td>${moment(analysis.timestamp).format('DD/MM/YYYY HH:mm')}</td>
	<td>${analysis.filename}</td>
	<td><span class="badge ${resultClass}">${resultText}</span></td>
	<td>${analysis.prediction.confidence}%</td>
	<td>
	<button class="btn btn-sm btn-outline-primary" onclick="viewAnalysis('${analysis.filename}')">
	<i data-feather="eye" class="fe-12"></i>
	</button>
	</td>
	</tr>
	`);
	});
	}

	function setupEventListeners() {
	$('#logoutBtn').on('click', function(e) {
	e.preventDefault();
	handleLogout();
	});

	$('#refreshAgeDataBtn').on('click', function() {
	refreshAgeData();
	});

	$(document).on('click', '[onclick^="updateChartData"]', function(e) {
	e.preventDefault();
	const days = parseInt(this.getAttribute('onclick').match(/\d+/)[0]);
	updateChartData(days);
	});

	$('#imageInput').on('change', handleImageSelect);

	$('#analyzeBtn').on('click', handleImageAnalysis);

	$('#clearBtn').on('click', clearImagePreview);

	$('#systemTestBtn').on('click', runSystemTest);

	setupDragAndDrop();
	}

	function setupDragAndDrop() {
	}

	function handleImageSelect(e) {
	const file = e.target.files[0];
	if (file) {
	handleImageFile(file);
	}
	}

	function handleImageFile(file) {
	if (!file.type.startsWith('image/')) {
	showAlert('error', 'Por favor selecciona un archivo de imagen válido');
	return;
	}

	if (file.size > 10 * 1024 * 1024) {
	showAlert('error', 'La imagen es demasiado grande. Máximo 10MB');
	return;
	}

	const reader = new FileReader();
	reader.onload = function(e) {
	$('#previewImg').attr('src', e.target.result);
	$('#imagePreview').show();
	$('#uploadZone').hide();
	};
	reader.readAsDataURL(file);

	console.log('Imagen cargada:', file.name);
	}

	function handleImageAnalysis() {
	const imgSrc = $('#previewImg').attr('src');
	if (!imgSrc) return;

	$('#analyzeBtn').prop('disabled', true).html('<i class="spinner-border spinner-border-sm mr-2"></i>Analizando...');

	const fileName = $('#imageInput')[0].files[0]?.name \|\| 'imagen_' + Date.now() + '.jpg';

	api.predict(imgSrc, fileName).then(function(result) {
	$('#analyzeBtn').prop('disabled', false).html('<i data-feather="eye" class="mr-2"></i>Analizar con IA');

	if (result && result.success) {
	showAnalysisResults(result);
	// loadRecentAnalysis() - handled by loadRecentConsultations
	} else {
	showAlert('error', result?.error \|\| 'Error en el análisis');
	}
	});
	}

	function showAnalysisResults(result) {
	const prediction = result.prediction;
	const isPositive = prediction.class_index === 1;
	const alertClass = isPositive ? 'alert-warning' : 'alert-success';
	const iconClass = isPositive ? 'fe-alert-triangle' : 'fe-check-circle';
	const resultText = isPositive ? 'Retinopatía Diabética Detectada' : 'No se Detectó Retinopatía Diabética';

	const resultsHtml = `
	<div class="alert ${alertClass} d-flex align-items-center">
	<i class="fe ${iconClass} fe-24 mr-3"></i>
	<div>
	<h6 class="mb-1">${resultText}</h6>
	<p class="mb-0">Confianza: <strong>${prediction.confidence}%</strong></p>
	<small class="text-muted">Análisis realizado: ${result.timestamp}</small>
	</div>
	</div>
	${isPositive ? `
	` : ''}
	`;

	$('#resultContent').html(resultsHtml);
	$('#analysisResults').show();

	console.log('Analisis completado:', prediction.class);
	}

	function clearImagePreview() {
	$('#imagePreview').hide();
	$('#analysisResults').hide();
	$('#uploadZone').show();
	$('#imageInput').val('');
	}

	function runSystemTest() {
	$('#systemTestBtn').prop('disabled', true).html('<i class="spinner-border spinner-border-sm mr-2"></i>Probando...');

	api.getModelInfo().then(function(result) {
	$('#systemTestBtn').prop('disabled', false).html('<i data-feather="refresh-cw" class="fe-16 mr-2"></i>Probar Sistema');
	if (result && result.loaded) {
	showAlert('info', '• Modelo IA: SÍ\n• Base de datos: SÍ');
	} else {
	showAlert('error', 'Modelo no cargado');
	}
	});
	}

	function handleLogout() {
	if (confirm('¿Estás seguro que deseas cerrar sesión?')) {
	api.logout().then(() => { window.location.href = 'auth-login.html'; });
	}
	}

	function redirectToLogin() {
	window.location.href = 'auth-login.html';
	}

	function updateDateTime() {
	const now = moment();
	$('#currentDateTime').text(now.format('dddd, DD [de] MMMM [de] YYYY - HH:mm'));
	}

	function showAlert(type, message) {
	const alertClass = {
	'success': 'alert-success',
	'error': 'alert-danger',
	'warning': 'alert-warning',
	'info': 'alert-info'
	}[type] \|\| 'alert-info';

	const alertHtml = `
	<div class="alert ${alertClass} alert-dismissible fade show" role="alert">
	${message.replace(/\n/g, '<br>')}
	<button type="button" class="close" data-dismiss="alert">
	<span aria-hidden="true">×</span>
	</button>
	</div>
	`;

	$('.container-fluid').prepend(alertHtml);

	setTimeout(() => {
	$('.alert').first().alert('close');
	}, 5000);
	}

	function showErrorMessage(message) {
	showAlert('error', message);
	}

	function showSystemError() {
	$('#systemStatusIcon').removeClass('bg-success').addClass('bg-danger');
	$('#systemStatusIcon i').removeClass('fe-check').addClass('fe-x');
	$('#systemStatusText').text('Error de conexión');

	showAlert('error', 'Error al conectar con el sistema. Verifica que el backend esté funcionando.');
	}

	function loadAgeRangesData() {
	console.log('Cargando datos de rangos de edad con Retinopatía Diabética...');

	// Obtener pacientes y consultas en paralelo
	Promise.all([
	api.getPatients(''),
	api.getConsultations(1, 1000)
	]).then(function([patientsResp, consultationsResp]) {
	if (!patientsResp \|\| !patientsResp.success \|\| !patientsResp.patients.length) {
	showEmptyAgeChart();
	return;
	}

	// Obtener IDs de pacientes con al menos un diagnóstico positivo de RD
	const positivePatientIds = new Set();
	if (consultationsResp && consultationsResp.success && consultationsResp.consultations) {
	consultationsResp.consultations.forEach(c => {
	if (c.diabeticRetinopathy && c.patientID) {
	positivePatientIds.add(c.patientID);
	}
	});
	}

	// Filtrar solo pacientes con RD y con fecha de nacimiento
	const patients = patientsResp.patients.filter(p =>
	p.birthDate && positivePatientIds.has(p.patientID)
	);

	if (!patients.length) { showEmptyAgeChart(); return; }

	// Calcular rangos de edad
	const ranges = {'0-20': 0, '21-40': 0, '41-60': 0, '61-80': 0, '80+': 0};
	let totalAge = 0, minAge = 999, maxAge = 0;

	patients.forEach(p => {
	const age = moment().diff(moment(p.birthDate), 'years');
	totalAge += age;
	if (age < minAge) minAge = age;
	if (age > maxAge) maxAge = age;
	if (age <= 20) ranges['0-20']++;
	else if (age <= 40) ranges['21-40']++;
	else if (age <= 60) ranges['41-60']++;
	else if (age <= 80) ranges['61-80']++;
	else ranges['80+']++;
	});

	const labels = Object.keys(ranges).filter(k => ranges[k] > 0);
	const data = labels.map(k => ranges[k]);

	const chartData = { labels, data, total: patients.length };
	const avgAge = Math.round(totalAge / patients.length);

	updateAgeRangesChart({ chart_data: chartData });
	$('#avgAge').text(avgAge);
	$('#ageRange').text(minAge + '-' + maxAge);
	$('#totalPatientsAge').text(patients.length);
	});
	}

	function updateAgeRangesChart(data) {
	if (ageRangesChartInstance) {
	try {
	ageRangesChartInstance.destroy();
	ageRangesChartInstance = null;
	} catch (error) {
	console.log('Error destruyendo grafico anterior:', error);
	}
	}

	const chartElement = document.querySelector("#ageRangesChart");
	if (!chartElement) {
	console.error('Elemento #ageRangesChart no encontrado');
	return;
	}

	chartElement.innerHTML = '';

	const chartData = data.chart_data;

	if (!chartData \|\| !chartData.labels \|\| chartData.labels.length === 0) {
	showEmptyAgeChart();
	return;
	}

	const colors = generateAgeRangeColors(chartData.labels.length);

	const options = {
	chart: {
	type: 'donut',
	height: 300,
	toolbar: {
	show: false
	},
	animations: {
	enabled: true,
	easing: 'easeinout',
	speed: 800
	}
	},
	colors: colors,
	series: chartData.data,
	labels: chartData.labels.map(label => label + ' años'),
	legend: {
	position: 'bottom',
	fontSize: '12px',
	labels: {
	colors: '#9aa0ac'
	},
	markers: {
	width: 8,
	height: 8
	}
	},
	dataLabels: {
	enabled: true,
	formatter: function(val, opts) {
	const count = chartData.data[opts.seriesIndex];
	return count + '\n(' + Math.round(val) + '%)';
	},
	style: {
	fontSize: '10px',
	fontWeight: 'bold'
	}
	},
	plotOptions: {
	pie: {
	donut: {
	size: '65%',
	labels: {
	show: true,
	name: {
	show: true,
	fontSize: '14px',
	fontWeight: 'bold',
	color: '#373d3f'
	},
	value: {
	show: true,
	fontSize: '16px',
	fontWeight: 'bold',
	color: '#373d3f',
	formatter: function(val) {
	return val + ' pacientes';
	}
	},
	total: {
	show: true,
	label: 'Con Retinopatía',
	fontSize: '12px',
	color: '#9aa0ac',
	formatter: function(w) {
	return chartData.total;
	}
	}
	}
	}
	}
	},
	tooltip: {
	enabled: true,
	y: {
	formatter: function(value, { seriesIndex }) {
	const percentage = ((value / chartData.total) * 100).toFixed(1);
	return value + ' pacientes (' + percentage + '%)';
	}
	}
	},
	responsive: [{
	breakpoint: 480,
	options: {
	chart: {
	height: 250
	},
	legend: {
	position: 'bottom'
	}
	}
	}]
	};

	try {
	ageRangesChartInstance = new ApexCharts(chartElement, options);
	ageRangesChartInstance.render().then(() => {
	console.log('Grafico de rangos de edad creado exitosamente');
	}).catch((error) => {
	console.error('Error renderizando grafico de edad:', error);
	showEmptyAgeChart();
	});
	} catch (error) {
	console.error('Error creando grafico de edad:', error);
	showEmptyAgeChart();
	}
	}

	function populateAgeDetailsModal(data) {
	if (!data.success) return;

	api.getDashboardStats().then(function(response) {
	if (response && response.success) {
	const stats = response.detailed_analysis.statistics;
	const summary = data.summary;

	$('#modalAvgAge').text(stats.avg_age + ' años');
	$('#modalMedianAge').text(stats.median_age + ' años');

	if (summary.most_affected_range) {
	$('#mostAffectedRange').text(summary.most_affected_range[0] + ' años');
	$('#mostAffectedCount').text(summary.most_affected_range[1] + ' pacientes');
	}

	const tbody = $('#ageDistributionTable tbody');
	tbody.empty();

	const total = data.chart_data.total;
	Object.entries(data.filtered_ranges).forEach(([range, count]) => {
	const percentage = ((count / total) * 100).toFixed(1);
	const barWidth = Math.max((count / total) * 100, 5);

	tbody.append(`
	<tr>
	<td>${range} años</td>
	<td><strong>${count}</strong></td>
	<td>${percentage}%</td>
	<td>
	<div class="progress" style="height: 20px;">
	<div class="progress-bar bg-primary" style="width: ${barWidth}%"></div>
	</div>
	</td>
	</tr>
	`);
	});
	}
	});
	}

	function updateAgeStatistics(data) {
	if (!data \|\| !data.success) return;

	api.getDashboardStats().then(function(response) {
	if (response && response.success && response.detailed_analysis) {
	const stats = response.detailed_analysis.statistics;

	$('#avgAge').text(stats.avg_age \|\| '-');
	$('#ageRange').text(stats.min_age && stats.max_age ?
	stats.min_age + '-' + stats.max_age : '-');
	$('#totalPatientsAge').text(stats.total_patients \|\| '-');
	}
	});
	}

	function generateAgeRangeColors(count) {
	const baseColors = [
	'#E3F2FD', //(0-10)
	'#BBDEFB', //(11-20)
	'#90CAF9', //(21-30)
	'#64B5F6', //(31-40)
	'#42A5F5', //(41-50)
	'#2196F3', //(51-60)
	'#1E88E5', //(61-70)
	'#1976D2', //(71-80)
	'#1565C0', //(81-90)
	'#0D47A1' //(91+)
	];

	return baseColors.slice(0, count);
	}

	function showEmptyAgeChart() {
	const chartElement = document.querySelector("#ageRangesChart");
	if (chartElement) {
	chartElement.innerHTML = `
	<div class="d-flex justify-content-center align-items-center" style="height: 300px;">
	<div class="text-center text-muted">
	<i data-feather="users" class="fe-48 mb-3"></i>
	<h6>No hay datos de edad</h6>
	<p class="small">Los rangos de edad aparecerán cuando haya<br>pacientes con retinopatía diabética</p>
	</div>
	</div>
	`;
	}

	$('#avgAge').text('-');
	$('#ageRange').text('-');
	$('#totalPatientsAge').text('-');
	}

	window.viewAnalysis = function(filename) {
	const analysis = recentAnalysis.find(a => a.filename === filename);
	if (analysis) {
	showAnalysisDetails(analysis);
	}
	};

	function showAnalysisDetails(analysis) {
	const modal = `
	<div class="modal fade" id="analysisModal" tabindex="-1">
	<div class="modal-dialog modal-lg">
	<div class="modal-content">
	<div class="modal-header">
	<h5 class="modal-title">Detalles del Análisis</h5>
	<button type="button" class="close" data-dismiss="modal">
	<span>×</span>
	</button>
	</div>
	<div class="modal-body">
	<div class="row">
	<div class="col-md-6">
	<h6>Información General</h6>
	<p><strong>Archivo:</strong> ${analysis.filename}</p>
	<p><strong>Fecha:</strong> ${moment(analysis.timestamp).format('DD/MM/YYYY HH:mm')}</p>
	<p><strong>Resultado:</strong> ${analysis.prediction.class}</p>
	<p><strong>Confianza:</strong> ${analysis.prediction.confidence}%</p>
	</div>
	<div class="col-md-6">
	<h6>Datos Técnicos</h6>
	<p><strong>Raw Output:</strong> ${analysis.prediction.raw_output}</p>
	<p><strong>Clase Predicha:</strong> ${analysis.prediction.class_index}</p>
	</div>
	</div>
	</div>
	<div class="modal-footer">
	<button type="button" class="btn btn-secondary" data-dismiss="modal">Cerrar</button>
	</div>
	</div>
	</div>
	</div>
	`;

	$('body').append(modal);
	$('#analysisModal').modal('show');
	$('#analysisModal').on('hidden.bs.modal', function() {
	$(this).remove();
	});
	}

	window.updateChartData = updateChartData;
	});
	</script>
	<script>
	function confirmLogout() {
	executeLogout();
	}

	function executeLogout() {
	api.logout().then(() => { window.location.href = 'auth-login.html'; });
	}
	</script>

	<script>
	(function() {
	function centerWindow() {
	try {
	const screenWidth = window.screen.availWidth;
	const screenHeight = window.screen.availHeight;
	const x = Math.floor((screenWidth - 1200) / 2);
	const y = Math.floor((screenHeight - 800) / 2);

	if (window.moveTo) {
	window.moveTo(Math.max(0, x), Math.max(0, y));
	}
	} catch (e) {
	console.warn('No se pudo centrar ventana:', e);
	}
	}

	if (document.readyState === 'loading') {
	document.addEventListener('DOMContentLoaded', centerWindow);
	} else {
	centerWindow();
	}

	window.addEventListener('load', centerWindow);
	})();
	</script>

	<script>
	function checkUserRoleAndHideNavigation() {
	api.getSession().then(function(response) {
	if (response.success && response.user) {
	const userRole = response.user.role;
	const usersNavItem = document.querySelector('a[href="./users.html"]');

	if (usersNavItem) {
	const navItemContainer = usersNavItem.closest('li.nav-item');

	if (userRole === 'Admin') {
	if (navItemContainer) {
	navItemContainer.style.display = 'block';
	}
	console.log('Navegacion de usuarios visible para administrador:', response.user.username);
	} else {
	if (navItemContainer) {
	navItemContainer.style.display = 'none';
	}
	console.log('Navegacion de usuarios oculta para usuario:', response.user.username, '(Rol:', userRole + ')');
	}
	} else {
	console.warn('No se encontró el elemento de navegación de usuarios');
	}
	} else {
	console.warn('No se pudo obtener información del usuario actual');
	}
	});
	}

	function checkUsersPageAccess() {
	if (window.location.pathname.includes('users.html') \|\| window.location.href.includes('users.html')) {
	api.getSession().then(function(response) {
	if (!response.success) {
	window.location.href = 'auth-login.html';
	return;
	}

	if (response.user.role !== 'Admin') {
	alert('Acceso Denegado\n\nSolo los administradores pueden gestionar usuarios.');
	window.location.href = 'index.html';
	return;
	}
	});
	}
	}

	$(document).ready(function() {
	setTimeout(() => {
	checkUserRoleAndHideNavigation();
	checkUsersPageAccess();
	}, 100);
	});

	function updateNavigationForUser() {
	checkUserRoleAndHideNavigation();
	}

	function updateUserInfo() {
	api.getSession().then(function(response) {
	if (response.success && response.user) {
	const userDropdown = document.querySelector('#navbarDropdownMenuLink');
	if (userDropdown) {
	const userRole = response.user.role;
	const roleBadge = userRole === 'Admin' ?
	'<span class="badge badge-primary badge-sm ml-1">Admin</span>' :
	'<span class="badge badge-secondary badge-sm ml-1">Doctor</span>';

	const existingBadge = userDropdown.querySelector('.badge');
	if (!existingBadge) {
	userDropdown.innerHTML += roleBadge;
	}
	}
	}
	});
	}

	$(document).ready(function() {
	setTimeout(() => {
	updateUserInfo();
	}, 200);
	});
	</script>
	<script>
	(function () {
	// Feather: reemplazar SOLO íconos que aún son <i>, nunca tocar SVGs ya renderizados
	function _initFeather() {
	if (typeof feather === 'undefined') return;
	// Solo actuar si hay elementos <i data-feather> sin reemplazar todavía
	var pending = document.querySelectorAll('i[data-feather]');
	if (pending.length > 0) {
	feather.replace({ 'stroke-width': 1.8 });
	}
	}

	document.addEventListener('DOMContentLoaded', _initFeather);

	var _fObserverActive = false;
	document.addEventListener('DOMContentLoaded', function () {
	var observer = new MutationObserver(function (mutations) {
	if (_fObserverActive) return; // evitar loops
	var hasPendingFeather = mutations.some(function (m) {
	return Array.from(m.addedNodes).some(function (n) {
	if (n.nodeType !== 1) return false;
	// Solo disparar si el nodo agregado tiene <i data-feather> dentro
	return n.matches('i[data-feather]') \|\| n.querySelector('i[data-feather]');
	});
	});
	if (hasPendingFeather) {
	_fObserverActive = true;
	_initFeather();
	setTimeout(function () { _fObserverActive = false; }, 50);
	}
	});
	observer.observe(document.body, { childList: true, subtree: true });
	});
	})();
	</script>

	<script>
	(function () {
	function applyTheme(theme) {
	var lightTheme = document.getElementById('lightTheme');
	var darkTheme = document.getElementById('darkTheme');
	if (!lightTheme \|\| !darkTheme) return;
	if (theme === 'dark') {
	lightTheme.disabled = true;
	darkTheme.disabled = false;
	document.documentElement.style.backgroundColor = '#1a1a2e';
	} else {
	lightTheme.disabled = false;
	darkTheme.disabled = true;
	document.documentElement.style.backgroundColor = '';
	}
	// ✅ NO tocar visibility aquí — solo el script del <head> debe hacerlo al cargar
	}

	// Aplicar tema guardado (sin tocar visibility)
	applyTheme(localStorage.getItem('theme') \|\| 'light');

	// Sincronizar entre pestañas
	window.addEventListener('storage', function (e) {
	if (e.key === 'theme') applyTheme(e.newValue);
	});

	function switchTheme() {
	var darkTheme = document.getElementById('darkTheme');
	if (!darkTheme) return;
	var newTheme = darkTheme.disabled ? 'dark' : 'light';
	applyTheme(newTheme);
	localStorage.setItem('theme', newTheme);
	if (typeof updateChartData === 'function') {
	updateChartData(7);
	}
	}

	document.addEventListener('DOMContentLoaded', function () {
	var btn = document.getElementById('modeSwitcher');
	if (!btn) return;
	var newBtn = btn.cloneNode(true);
	btn.parentNode.replaceChild(newBtn, btn);
	newBtn.addEventListener('click', function (e) {
	e.preventDefault();
	e.stopPropagation();
	switchTheme();
	});
	});
	})();







	(function() {
	var sidebar = document.getElementById('leftSidebar');
	var logo = document.getElementById('sidebarLogo');
	var logoMini = document.getElementById('sidebarLogoMini');
	if (!sidebar \|\| !logo \|\| !logoMini) return;

	function updateLogo() {
	var isCollapsed = sidebar.classList.contains('collapsed')
	\|\| document.body.classList.contains('collapsed')
	\|\| sidebar.offsetWidth < 100;

	logo.style.display = isCollapsed ? 'none' : '';
	logoMini.style.display = isCollapsed ? 'block' : 'none';
	}

	var observer = new MutationObserver(updateLogo);
	observer.observe(sidebar, { attributes: true, attributeFilter: ['class', 'style'] });
	observer.observe(document.body, { attributes: true, attributeFilter: ['class'] });

	updateLogo();
	})();
	</script>


	</body>
	</html>