Fix: remove some and add some
This commit is contained in:
Friday6661
275
package-lock.json
generated
275
package-lock.json
generated
@@ -2212,18 +2212,6 @@
|
|||||||
"dev": true,
|
"dev": true,
|
||||||
"license": "MIT"
|
"license": "MIT"
|
||||||
},
|
},
|
||||||
"node_modules/detect-libc": {
|
|
||||||
"version": "2.0.4",
|
|
||||||
"resolved": "https://registry.npmjs.org/detect-libc/-/detect-libc-2.0.4.tgz",
|
|
||||||
"integrity": "sha512-3UDv+G9CsCKO1WKMGw9fwq/SWJYbI0c5Y7LU1AXYoDdbhE2AHQ6N6Nb34sG8Fj7T5APy8qXDCKuuIHd1BR0tVA==",
|
|
||||||
"dev": true,
|
|
||||||
"license": "Apache-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">=8"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/didyoumean": {
|
"node_modules/didyoumean": {
|
||||||
"version": "1.2.2",
|
"version": "1.2.2",
|
||||||
"resolved": "https://registry.npmjs.org/didyoumean/-/didyoumean-1.2.2.tgz",
|
"resolved": "https://registry.npmjs.org/didyoumean/-/didyoumean-1.2.2.tgz",
|
||||||
@@ -2928,18 +2916,6 @@
|
|||||||
"@pkgjs/parseargs": "^0.11.0"
|
"@pkgjs/parseargs": "^0.11.0"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"node_modules/jiti": {
|
|
||||||
"version": "2.5.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/jiti/-/jiti-2.5.1.tgz",
|
|
||||||
"integrity": "sha512-twQoecYPiVA5K/h6SxtORw/Bs3ar+mLUtoPSc7iMXzQzK8d7eJ/R09wmTwAjiamETn1cXYPGfNnu7DMoHgu12w==",
|
|
||||||
"dev": true,
|
|
||||||
"license": "MIT",
|
|
||||||
"optional": true,
|
|
||||||
"peer": true,
|
|
||||||
"bin": {
|
|
||||||
"jiti": "lib/jiti-cli.mjs"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/js-tokens": {
|
"node_modules/js-tokens": {
|
||||||
"version": "4.0.0",
|
"version": "4.0.0",
|
||||||
"resolved": "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz",
|
"resolved": "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz",
|
||||||
@@ -3030,257 +3006,6 @@
|
|||||||
"node": ">= 0.8.0"
|
"node": ">= 0.8.0"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"node_modules/lightningcss": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss/-/lightningcss-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-xi6IyHML+c9+Q3W0S4fCQJOym42pyurFiJUHEcEyHS0CeKzia4yZDEsLlqOFykxOdHpNy0NmvVO31vcSqAxJCg==",
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"peer": true,
|
|
||||||
"dependencies": {
|
|
||||||
"detect-libc": "^2.0.3"
|
|
||||||
},
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
},
|
|
||||||
"optionalDependencies": {
|
|
||||||
"lightningcss-darwin-arm64": "1.30.1",
|
|
||||||
"lightningcss-darwin-x64": "1.30.1",
|
|
||||||
"lightningcss-freebsd-x64": "1.30.1",
|
|
||||||
"lightningcss-linux-arm-gnueabihf": "1.30.1",
|
|
||||||
"lightningcss-linux-arm64-gnu": "1.30.1",
|
|
||||||
"lightningcss-linux-arm64-musl": "1.30.1",
|
|
||||||
"lightningcss-linux-x64-gnu": "1.30.1",
|
|
||||||
"lightningcss-linux-x64-musl": "1.30.1",
|
|
||||||
"lightningcss-win32-arm64-msvc": "1.30.1",
|
|
||||||
"lightningcss-win32-x64-msvc": "1.30.1"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-darwin-arm64": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-darwin-arm64/-/lightningcss-darwin-arm64-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-c8JK7hyE65X1MHMN+Viq9n11RRC7hgin3HhYKhrMyaXflk5GVplZ60IxyoVtzILeKr+xAJwg6zK6sjTBJ0FKYQ==",
|
|
||||||
"cpu": [
|
|
||||||
"arm64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"darwin"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-darwin-x64": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-darwin-x64/-/lightningcss-darwin-x64-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-k1EvjakfumAQoTfcXUcHQZhSpLlkAuEkdMBsI/ivWw9hL+7FtilQc0Cy3hrx0AAQrVtQAbMI7YjCgYgvn37PzA==",
|
|
||||||
"cpu": [
|
|
||||||
"x64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"darwin"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-freebsd-x64": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-freebsd-x64/-/lightningcss-freebsd-x64-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-kmW6UGCGg2PcyUE59K5r0kWfKPAVy4SltVeut+umLCFoJ53RdCUWxcRDzO1eTaxf/7Q2H7LTquFHPL5R+Gjyig==",
|
|
||||||
"cpu": [
|
|
||||||
"x64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"freebsd"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-linux-arm-gnueabihf": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-linux-arm-gnueabihf/-/lightningcss-linux-arm-gnueabihf-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-MjxUShl1v8pit+6D/zSPq9S9dQ2NPFSQwGvxBCYaBYLPlCWuPh9/t1MRS8iUaR8i+a6w7aps+B4N0S1TYP/R+Q==",
|
|
||||||
"cpu": [
|
|
||||||
"arm"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"linux"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-linux-arm64-gnu": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-gnu/-/lightningcss-linux-arm64-gnu-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-gB72maP8rmrKsnKYy8XUuXi/4OctJiuQjcuqWNlJQ6jZiWqtPvqFziskH3hnajfvKB27ynbVCucKSm2rkQp4Bw==",
|
|
||||||
"cpu": [
|
|
||||||
"arm64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"linux"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-linux-arm64-musl": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-musl/-/lightningcss-linux-arm64-musl-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-jmUQVx4331m6LIX+0wUhBbmMX7TCfjF5FoOH6SD1CttzuYlGNVpA7QnrmLxrsub43ClTINfGSYyHe2HWeLl5CQ==",
|
|
||||||
"cpu": [
|
|
||||||
"arm64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"linux"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-linux-x64-gnu": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-linux-x64-gnu/-/lightningcss-linux-x64-gnu-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-piWx3z4wN8J8z3+O5kO74+yr6ze/dKmPnI7vLqfSqI8bccaTGY5xiSGVIJBDd5K5BHlvVLpUB3S2YCfelyJ1bw==",
|
|
||||||
"cpu": [
|
|
||||||
"x64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"linux"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-linux-x64-musl": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-linux-x64-musl/-/lightningcss-linux-x64-musl-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-rRomAK7eIkL+tHY0YPxbc5Dra2gXlI63HL+v1Pdi1a3sC+tJTcFrHX+E86sulgAXeI7rSzDYhPSeHHjqFhqfeQ==",
|
|
||||||
"cpu": [
|
|
||||||
"x64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"linux"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-win32-arm64-msvc": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-win32-arm64-msvc/-/lightningcss-win32-arm64-msvc-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-mSL4rqPi4iXq5YVqzSsJgMVFENoa4nGTT/GjO2c0Yl9OuQfPsIfncvLrEW6RbbB24WtZ3xP/2CCmI3tNkNV4oA==",
|
|
||||||
"cpu": [
|
|
||||||
"arm64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"win32"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lightningcss-win32-x64-msvc": {
|
|
||||||
"version": "1.30.1",
|
|
||||||
"resolved": "https://registry.npmjs.org/lightningcss-win32-x64-msvc/-/lightningcss-win32-x64-msvc-1.30.1.tgz",
|
|
||||||
"integrity": "sha512-PVqXh48wh4T53F/1CCu8PIPCxLzWyCnn/9T5W1Jpmdy5h9Cwd+0YQS6/LwhHXSafuc61/xg9Lv5OrCby6a++jg==",
|
|
||||||
"cpu": [
|
|
||||||
"x64"
|
|
||||||
],
|
|
||||||
"dev": true,
|
|
||||||
"license": "MPL-2.0",
|
|
||||||
"optional": true,
|
|
||||||
"os": [
|
|
||||||
"win32"
|
|
||||||
],
|
|
||||||
"peer": true,
|
|
||||||
"engines": {
|
|
||||||
"node": ">= 12.0.0"
|
|
||||||
},
|
|
||||||
"funding": {
|
|
||||||
"type": "opencollective",
|
|
||||||
"url": "https://opencollective.com/parcel"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"node_modules/lilconfig": {
|
"node_modules/lilconfig": {
|
||||||
"version": "3.1.3",
|
"version": "3.1.3",
|
||||||
"resolved": "https://registry.npmjs.org/lilconfig/-/lilconfig-3.1.3.tgz",
|
"resolved": "https://registry.npmjs.org/lilconfig/-/lilconfig-3.1.3.tgz",
|
||||||
|
|||||||
@@ -57,30 +57,6 @@ export default function Layout() {
|
|||||||
ClaimGuard Hospital Management
|
ClaimGuard Hospital Management
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
<div className="flex items-center space-x-4">
|
|
||||||
{/* Notifications */}
|
|
||||||
<button className="relative p-2 text-gray-500 hover:text-gray-700 hover:bg-gray-100 rounded-lg">
|
|
||||||
<Bell className="h-5 w-5" />
|
|
||||||
<span className="absolute top-1 right-1 h-2 w-2 bg-red-500 rounded-full"></span>
|
|
||||||
</button>
|
|
||||||
|
|
||||||
{/* Quick Stats */}
|
|
||||||
<div className="hidden md:flex items-center space-x-4 pl-4 border-l border-gray-200">
|
|
||||||
<div className="text-center">
|
|
||||||
<p className="text-sm font-semibold text-gray-900">24</p>
|
|
||||||
<p className="text-xs text-gray-500">Pasien Hari Ini</p>
|
|
||||||
</div>
|
|
||||||
<div className="text-center">
|
|
||||||
<p className="text-sm font-semibold text-green-600">12</p>
|
|
||||||
<p className="text-xs text-gray-500">Klaim Aktif</p>
|
|
||||||
</div>
|
|
||||||
<div className="text-center">
|
|
||||||
<p className="text-sm font-semibold text-orange-600">3</p>
|
|
||||||
<p className="text-xs text-gray-500">Alert</p>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
</div>
|
|
||||||
</div>
|
</div>
|
||||||
</header>
|
</header>
|
||||||
|
|
||||||
|
|||||||
@@ -6,17 +6,23 @@ import {
|
|||||||
Download,
|
Download,
|
||||||
Eye,
|
Eye,
|
||||||
Calendar,
|
Calendar,
|
||||||
|
Clock,
|
||||||
Code,
|
Code,
|
||||||
Activity,
|
Activity,
|
||||||
DollarSign,
|
DollarSign,
|
||||||
TrendingUp,
|
TrendingUp,
|
||||||
AlertCircle,
|
AlertCircle,
|
||||||
Building2,
|
Building2,
|
||||||
|
Wand2,
|
||||||
|
ShieldCheck,
|
||||||
|
CheckCircle2,
|
||||||
|
ClipboardList,
|
||||||
} from "lucide-react";
|
} from "lucide-react";
|
||||||
|
|
||||||
interface DiagnoseCode {
|
interface DiagnoseCode {
|
||||||
id: string;
|
id: string;
|
||||||
icdCode: string;
|
icdCode: string;
|
||||||
|
bpjsCode: string;
|
||||||
description: string;
|
description: string;
|
||||||
category: string;
|
category: string;
|
||||||
severity: "ringan" | "sedang" | "berat";
|
severity: "ringan" | "sedang" | "berat";
|
||||||
@@ -26,14 +32,16 @@ interface DiagnoseCode {
|
|||||||
department: string;
|
department: string;
|
||||||
}
|
}
|
||||||
|
|
||||||
interface ProcedureCode {
|
// removed legacy ICP-9 procedure model
|
||||||
|
|
||||||
|
interface ICD9DiagnoseCode {
|
||||||
id: string;
|
id: string;
|
||||||
icp9Code: string;
|
icd9Code: string;
|
||||||
|
bpjsCode: string;
|
||||||
description: string;
|
description: string;
|
||||||
category: string;
|
category: string;
|
||||||
complexity: "sederhana" | "kompleks" | "sangat_kompleks";
|
severity: "ringan" | "sedang" | "berat";
|
||||||
bpjsRate: number;
|
bpjsRate: number;
|
||||||
duration: number; // in minutes
|
|
||||||
usageCount: number;
|
usageCount: number;
|
||||||
lastUsed: string;
|
lastUsed: string;
|
||||||
department: string;
|
department: string;
|
||||||
@@ -48,12 +56,44 @@ interface CodeUsageStats {
|
|||||||
averageClaimValue: number;
|
averageClaimValue: number;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
interface AssistInput {
|
||||||
|
clinicalNotes: string;
|
||||||
|
labResults: string;
|
||||||
|
procedures: string;
|
||||||
|
}
|
||||||
|
|
||||||
|
interface RecommendedCode {
|
||||||
|
type: "ICD10" | "ICD9CM";
|
||||||
|
code: string;
|
||||||
|
description: string;
|
||||||
|
confidence: number;
|
||||||
|
rationale: string;
|
||||||
|
}
|
||||||
|
|
||||||
|
interface InaCbgsMapping {
|
||||||
|
group: string;
|
||||||
|
code: string;
|
||||||
|
description: string;
|
||||||
|
estTariff: number;
|
||||||
|
}
|
||||||
|
|
||||||
|
interface AssistResult {
|
||||||
|
preprocessed: AssistInput;
|
||||||
|
recommendedCodes: RecommendedCode[];
|
||||||
|
inaCbgs: InaCbgsMapping | null;
|
||||||
|
references: string[];
|
||||||
|
}
|
||||||
|
|
||||||
export default function BPJSCode() {
|
export default function BPJSCode() {
|
||||||
const [activeTab, setActiveTab] = useState<"diagnose" | "procedure">(
|
const [activeTab, setActiveTab] = useState<"diagnose" | "procedure" | "assist">(
|
||||||
"diagnose"
|
"diagnose"
|
||||||
);
|
);
|
||||||
const [searchTerm, setSearchTerm] = useState("");
|
const [searchTerm, setSearchTerm] = useState("");
|
||||||
const [categoryFilter, setCategoryFilter] = useState("all");
|
const [categoryFilter, setCategoryFilter] = useState("all");
|
||||||
|
const [assistInput, setAssistInput] = useState<AssistInput>({ clinicalNotes: "", labResults: "", procedures: "" });
|
||||||
|
const [assistLoading, setAssistLoading] = useState(false);
|
||||||
|
const [assistError, setAssistError] = useState<string | null>(null);
|
||||||
|
const [assistResult, setAssistResult] = useState<AssistResult | null>(null);
|
||||||
|
|
||||||
const formatDate = (dateString: string) => {
|
const formatDate = (dateString: string) => {
|
||||||
const date = new Date(dateString);
|
const date = new Date(dateString);
|
||||||
@@ -74,6 +114,92 @@ export default function BPJSCode() {
|
|||||||
}).format(amount);
|
}).format(amount);
|
||||||
};
|
};
|
||||||
|
|
||||||
|
const formatDateOnly = (dateString: string) => {
|
||||||
|
const date = new Date(dateString);
|
||||||
|
return date.toLocaleDateString("id-ID", {
|
||||||
|
day: "numeric",
|
||||||
|
month: "short",
|
||||||
|
year: "numeric",
|
||||||
|
});
|
||||||
|
};
|
||||||
|
|
||||||
|
const formatTimeOnly = (dateString: string) => {
|
||||||
|
const date = new Date(dateString);
|
||||||
|
return date.toLocaleTimeString("id-ID", {
|
||||||
|
hour: "2-digit",
|
||||||
|
minute: "2-digit",
|
||||||
|
});
|
||||||
|
};
|
||||||
|
|
||||||
|
// Mock pipeline: preprocess -> LLM -> RAG -> INA-CBGs mapping
|
||||||
|
const preprocessInput = (input: AssistInput): AssistInput => {
|
||||||
|
const normalize = (s: string) => s.replace(/\s+/g, " ").trim();
|
||||||
|
return {
|
||||||
|
clinicalNotes: normalize(input.clinicalNotes),
|
||||||
|
labResults: normalize(input.labResults),
|
||||||
|
procedures: normalize(input.procedures),
|
||||||
|
};
|
||||||
|
};
|
||||||
|
|
||||||
|
const mockLLMRecommend = async (input: AssistInput): Promise<RecommendedCode[]> => {
|
||||||
|
const text = `${input.clinicalNotes} ${input.labResults} ${input.procedures}`.toLowerCase();
|
||||||
|
const recs: RecommendedCode[] = [];
|
||||||
|
if (text.includes("hipertensi") || text.includes("bp 150/95") || text.includes("tekanan darah")) {
|
||||||
|
recs.push({ type: "ICD10", code: "I10", description: "Essential (primary) hypertension", confidence: 90, rationale: "Temuan tekanan darah tinggi/hipertensi pada catatan klinis." });
|
||||||
|
}
|
||||||
|
if (text.includes("hba1c") || text.includes("diabetes") || text.includes("glukosa puasa")) {
|
||||||
|
recs.push({ type: "ICD10", code: "E11", description: "Type 2 diabetes mellitus", confidence: 86, rationale: "Hasil lab HbA1c/glukosa dan kata kunci diabetes terdeteksi." });
|
||||||
|
}
|
||||||
|
if (text.includes("pneumonia") || text.includes("infiltrat") || text.includes("nyeri dada batuk demam")) {
|
||||||
|
recs.push({ type: "ICD10", code: "J18.9", description: "Pneumonia, unspecified organism", confidence: 80, rationale: "Gambaran klinis/temuan imaging mendukung pneumonia." });
|
||||||
|
}
|
||||||
|
if (text.includes("endoskopi") || text.includes("kateterisasi") || text.includes("fiksasi")) {
|
||||||
|
recs.push({ type: "ICD9CM", code: "45.13", description: "Endoskopi lambung (contoh)", confidence: 72, rationale: "Prosedur terekstrak dari tindakan/operasi." });
|
||||||
|
}
|
||||||
|
if (recs.length === 0) {
|
||||||
|
recs.push({ type: "ICD10", code: "R69", description: "Illness, unspecified", confidence: 55, rationale: "Tidak ada sinyal kuat; butuh klarifikasi klinis." });
|
||||||
|
}
|
||||||
|
await new Promise((r) => setTimeout(r, 500));
|
||||||
|
return recs.sort((a, b) => b.confidence - a.confidence).slice(0, 6);
|
||||||
|
};
|
||||||
|
|
||||||
|
const mockRAGValidate = async (recs: RecommendedCode[]): Promise<{ validated: RecommendedCode[]; references: string[] }> => {
|
||||||
|
// Anggap melakukan pencarian ke referensi nasional (Kemenkes/BPJS)
|
||||||
|
const refs: string[] = recs.map((r) => `Ref:${r.type}:${r.code}`);
|
||||||
|
await new Promise((r) => setTimeout(r, 300));
|
||||||
|
return { validated: recs, references: refs };
|
||||||
|
};
|
||||||
|
|
||||||
|
const mockMapInaCbgs = async (recs: RecommendedCode[]): Promise<InaCbgsMapping | null> => {
|
||||||
|
// Mapping sederhana contoh saja
|
||||||
|
const hasPneumonia = recs.some((r) => r.code.startsWith("J18"));
|
||||||
|
const hasDM = recs.some((r) => r.code.startsWith("E11"));
|
||||||
|
const mapping: InaCbgsMapping | null = hasPneumonia
|
||||||
|
? { group: "Respiratory", code: "E-4-13-II", description: "Pneumonia", estTariff: 3500000 }
|
||||||
|
: hasDM
|
||||||
|
? { group: "Endocrine", code: "E-1-10-I", description: "Diabetes Mellitus", estTariff: 2100000 }
|
||||||
|
: null;
|
||||||
|
await new Promise((r) => setTimeout(r, 300));
|
||||||
|
return mapping;
|
||||||
|
};
|
||||||
|
|
||||||
|
const runAssistPipeline = async () => {
|
||||||
|
setAssistLoading(true);
|
||||||
|
setAssistError(null);
|
||||||
|
setAssistResult(null);
|
||||||
|
try {
|
||||||
|
const pre = preprocessInput(assistInput);
|
||||||
|
const llm = await mockLLMRecommend(pre);
|
||||||
|
const rag = await mockRAGValidate(llm);
|
||||||
|
const ina = await mockMapInaCbgs(rag.validated);
|
||||||
|
setAssistResult({ preprocessed: pre, recommendedCodes: rag.validated, inaCbgs: ina, references: rag.references });
|
||||||
|
} catch (e) {
|
||||||
|
setAssistError("Gagal menjalankan Assist Coding. Coba lagi.");
|
||||||
|
} finally {
|
||||||
|
setAssistLoading(false);
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
const getSeverityColor = (severity: string) => {
|
const getSeverityColor = (severity: string) => {
|
||||||
switch (severity) {
|
switch (severity) {
|
||||||
case "ringan":
|
case "ringan":
|
||||||
@@ -87,24 +213,14 @@ export default function BPJSCode() {
|
|||||||
}
|
}
|
||||||
};
|
};
|
||||||
|
|
||||||
const getComplexityColor = (complexity: string) => {
|
// removed legacy complexity color helper (ICP-9 procedures)
|
||||||
switch (complexity) {
|
|
||||||
case "sederhana":
|
|
||||||
return "bg-green-100 text-green-800";
|
|
||||||
case "kompleks":
|
|
||||||
return "bg-yellow-100 text-yellow-800";
|
|
||||||
case "sangat_kompleks":
|
|
||||||
return "bg-red-100 text-red-800";
|
|
||||||
default:
|
|
||||||
return "bg-gray-100 text-gray-800";
|
|
||||||
}
|
|
||||||
};
|
|
||||||
|
|
||||||
// Sample diagnose codes data
|
// Sample diagnose codes data
|
||||||
const [diagnoseCodes] = useState<DiagnoseCode[]>([
|
const [diagnoseCodes] = useState<DiagnoseCode[]>([
|
||||||
{
|
{
|
||||||
id: "1",
|
id: "1",
|
||||||
icdCode: "I10",
|
icdCode: "I10",
|
||||||
|
bpjsCode: "BPJS-I10-01",
|
||||||
description: "Hipertensi Esensial",
|
description: "Hipertensi Esensial",
|
||||||
category: "Penyakit Kardiovaskular",
|
category: "Penyakit Kardiovaskular",
|
||||||
severity: "sedang",
|
severity: "sedang",
|
||||||
@@ -116,6 +232,7 @@ export default function BPJSCode() {
|
|||||||
{
|
{
|
||||||
id: "2",
|
id: "2",
|
||||||
icdCode: "E11",
|
icdCode: "E11",
|
||||||
|
bpjsCode: "BPJS-E11-02",
|
||||||
description: "Diabetes Mellitus Tipe 2",
|
description: "Diabetes Mellitus Tipe 2",
|
||||||
category: "Penyakit Endokrin",
|
category: "Penyakit Endokrin",
|
||||||
severity: "sedang",
|
severity: "sedang",
|
||||||
@@ -127,6 +244,7 @@ export default function BPJSCode() {
|
|||||||
{
|
{
|
||||||
id: "3",
|
id: "3",
|
||||||
icdCode: "J18.9",
|
icdCode: "J18.9",
|
||||||
|
bpjsCode: "BPJS-J18-03",
|
||||||
description: "Pneumonia",
|
description: "Pneumonia",
|
||||||
category: "Penyakit Pernafasan",
|
category: "Penyakit Pernafasan",
|
||||||
severity: "berat",
|
severity: "berat",
|
||||||
@@ -138,6 +256,7 @@ export default function BPJSCode() {
|
|||||||
{
|
{
|
||||||
id: "4",
|
id: "4",
|
||||||
icdCode: "K29.1",
|
icdCode: "K29.1",
|
||||||
|
bpjsCode: "BPJS-K29-04",
|
||||||
description: "Gastritis Akut",
|
description: "Gastritis Akut",
|
||||||
category: "Penyakit Pencernaan",
|
category: "Penyakit Pencernaan",
|
||||||
severity: "ringan",
|
severity: "ringan",
|
||||||
@@ -149,6 +268,7 @@ export default function BPJSCode() {
|
|||||||
{
|
{
|
||||||
id: "5",
|
id: "5",
|
||||||
icdCode: "S52.5",
|
icdCode: "S52.5",
|
||||||
|
bpjsCode: "BPJS-S52-05",
|
||||||
description: "Fraktur Radius",
|
description: "Fraktur Radius",
|
||||||
category: "Cedera dan Keracunan",
|
category: "Cedera dan Keracunan",
|
||||||
severity: "berat",
|
severity: "berat",
|
||||||
@@ -160,86 +280,86 @@ export default function BPJSCode() {
|
|||||||
]);
|
]);
|
||||||
|
|
||||||
// Sample procedure codes data
|
// Sample procedure codes data
|
||||||
const [procedureCodes] = useState<ProcedureCode[]>([
|
const [icd9DiagnoseCodes] = useState<ICD9DiagnoseCode[]>([
|
||||||
{
|
{
|
||||||
id: "1",
|
id: "1",
|
||||||
icp9Code: "99.04",
|
icd9Code: "250.00",
|
||||||
description: "Transfusi Darah",
|
bpjsCode: "BPJS-250-00",
|
||||||
category: "Prosedur Hematologi",
|
description: "Diabetes mellitus tanpa komplikasi",
|
||||||
complexity: "sederhana",
|
category: "Penyakit Endokrin",
|
||||||
bpjsRate: 450000,
|
severity: "sedang",
|
||||||
duration: 120,
|
bpjsRate: 950000,
|
||||||
usageCount: 89,
|
usageCount: 132,
|
||||||
lastUsed: "2024-01-15T13:20:00Z",
|
lastUsed: "2024-01-15T13:20:00Z",
|
||||||
department: "IGD",
|
department: "Poli Endokrin",
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
id: "2",
|
id: "2",
|
||||||
icp9Code: "36.10",
|
icd9Code: "486",
|
||||||
description: "Kateterisasi Jantung",
|
bpjsCode: "BPJS-486-00",
|
||||||
category: "Prosedur Kardiovaskular",
|
description: "Pneumonia, organisme tidak spesifik",
|
||||||
complexity: "sangat_kompleks",
|
category: "Penyakit Pernafasan",
|
||||||
bpjsRate: 8500000,
|
severity: "berat",
|
||||||
duration: 180,
|
bpjsRate: 2700000,
|
||||||
usageCount: 23,
|
usageCount: 58,
|
||||||
lastUsed: "2024-01-14T08:45:00Z",
|
lastUsed: "2024-01-14T08:45:00Z",
|
||||||
department: "Kardiologi",
|
department: "Poli Paru",
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
id: "3",
|
id: "3",
|
||||||
icp9Code: "79.35",
|
icd9Code: "401.9",
|
||||||
description: "Open Reduction Fraktur",
|
bpjsCode: "BPJS-401-90",
|
||||||
category: "Prosedur Ortopedi",
|
description: "Hipertensi esensial, tidak spesifik",
|
||||||
complexity: "kompleks",
|
category: "Penyakit Kardiovaskular",
|
||||||
bpjsRate: 5200000,
|
severity: "sedang",
|
||||||
duration: 240,
|
bpjsRate: 780000,
|
||||||
usageCount: 45,
|
usageCount: 120,
|
||||||
lastUsed: "2024-01-13T14:15:00Z",
|
lastUsed: "2024-01-13T14:15:00Z",
|
||||||
department: "Ortopedi",
|
department: "Poli Dalam",
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
id: "4",
|
id: "4",
|
||||||
icp9Code: "45.13",
|
icd9Code: "530.81",
|
||||||
description: "Endoskopi Lambung",
|
bpjsCode: "BPJS-530-81",
|
||||||
category: "Prosedur Pencernaan",
|
description: "Penyakit refluks gastroesofageal",
|
||||||
complexity: "kompleks",
|
category: "Penyakit Pencernaan",
|
||||||
bpjsRate: 1800000,
|
severity: "ringan",
|
||||||
duration: 45,
|
bpjsRate: 620000,
|
||||||
usageCount: 67,
|
usageCount: 93,
|
||||||
lastUsed: "2024-01-12T10:30:00Z",
|
lastUsed: "2024-01-12T10:30:00Z",
|
||||||
department: "Gastroenterologi",
|
department: "Gastroenterologi",
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
id: "5",
|
id: "5",
|
||||||
icp9Code: "87.44",
|
icd9Code: "813.42",
|
||||||
description: "CT Scan Thorax",
|
bpjsCode: "BPJS-813-42",
|
||||||
category: "Prosedur Radiologi",
|
description: "Fraktur tertutup radius distal",
|
||||||
complexity: "sederhana",
|
category: "Cedera dan Keracunan",
|
||||||
bpjsRate: 750000,
|
severity: "berat",
|
||||||
duration: 30,
|
bpjsRate: 3400000,
|
||||||
usageCount: 156,
|
usageCount: 27,
|
||||||
lastUsed: "2024-01-15T16:45:00Z",
|
lastUsed: "2024-01-15T16:45:00Z",
|
||||||
department: "Radiologi",
|
department: "Ortopedi",
|
||||||
},
|
},
|
||||||
]);
|
]);
|
||||||
|
|
||||||
// Calculate statistics
|
// Calculate statistics
|
||||||
const stats: CodeUsageStats = {
|
const stats: CodeUsageStats = {
|
||||||
totalDiagnoses: diagnoseCodes.length,
|
totalDiagnoses: diagnoseCodes.length,
|
||||||
totalProcedures: procedureCodes.length,
|
totalProcedures: icd9DiagnoseCodes.length,
|
||||||
totalRevenue:
|
totalRevenue:
|
||||||
diagnoseCodes.reduce((sum, d) => sum + d.bpjsRate * d.usageCount, 0) +
|
diagnoseCodes.reduce((sum, d) => sum + d.bpjsRate * d.usageCount, 0) +
|
||||||
procedureCodes.reduce((sum, p) => sum + p.bpjsRate * p.usageCount, 0),
|
icd9DiagnoseCodes.reduce((sum, p) => sum + p.bpjsRate * p.usageCount, 0),
|
||||||
mostUsedDiagnose:
|
mostUsedDiagnose:
|
||||||
diagnoseCodes.sort((a, b) => b.usageCount - a.usageCount)[0]?.icdCode ||
|
diagnoseCodes.sort((a, b) => b.usageCount - a.usageCount)[0]?.icdCode ||
|
||||||
"",
|
"",
|
||||||
mostUsedProcedure:
|
mostUsedProcedure:
|
||||||
procedureCodes.sort((a, b) => b.usageCount - a.usageCount)[0]?.icp9Code ||
|
icd9DiagnoseCodes.sort((a, b) => b.usageCount - a.usageCount)[0]?.icd9Code ||
|
||||||
"",
|
"",
|
||||||
averageClaimValue:
|
averageClaimValue:
|
||||||
(diagnoseCodes.reduce((sum, d) => sum + d.bpjsRate, 0) +
|
(diagnoseCodes.reduce((sum, d) => sum + d.bpjsRate, 0) +
|
||||||
procedureCodes.reduce((sum, p) => sum + p.bpjsRate, 0)) /
|
icd9DiagnoseCodes.reduce((sum, p) => sum + p.bpjsRate, 0)) /
|
||||||
(diagnoseCodes.length + procedureCodes.length),
|
(diagnoseCodes.length + icd9DiagnoseCodes.length),
|
||||||
};
|
};
|
||||||
|
|
||||||
// Filter data based on search and category
|
// Filter data based on search and category
|
||||||
@@ -255,9 +375,9 @@ export default function BPJSCode() {
|
|||||||
return matchesSearch && matchesCategory;
|
return matchesSearch && matchesCategory;
|
||||||
});
|
});
|
||||||
|
|
||||||
const filteredProcedureCodes = procedureCodes.filter((code) => {
|
const filteredICD9DiagnoseCodes = icd9DiagnoseCodes.filter((code) => {
|
||||||
const matchesSearch =
|
const matchesSearch =
|
||||||
code.icp9Code.toLowerCase().includes(searchTerm.toLowerCase()) ||
|
code.icd9Code.toLowerCase().includes(searchTerm.toLowerCase()) ||
|
||||||
code.description.toLowerCase().includes(searchTerm.toLowerCase()) ||
|
code.description.toLowerCase().includes(searchTerm.toLowerCase()) ||
|
||||||
code.category.toLowerCase().includes(searchTerm.toLowerCase());
|
code.category.toLowerCase().includes(searchTerm.toLowerCase());
|
||||||
|
|
||||||
@@ -389,13 +509,27 @@ export default function BPJSCode() {
|
|||||||
>
|
>
|
||||||
<div className="flex items-center space-x-2">
|
<div className="flex items-center space-x-2">
|
||||||
<Code className="h-4 w-4" />
|
<Code className="h-4 w-4" />
|
||||||
<span>Kode Prosedur (ICP-9)</span>
|
<span>Kode Diagnosis (ICD-9)</span>
|
||||||
|
</div>
|
||||||
|
</button>
|
||||||
|
<button
|
||||||
|
onClick={() => setActiveTab("assist")}
|
||||||
|
className={`py-4 px-1 border-b-2 font-medium text-sm ${
|
||||||
|
activeTab === "assist"
|
||||||
|
? "border-purple-500 text-purple-600"
|
||||||
|
: "border-transparent text-gray-500 hover:text-gray-700 hover:border-gray-300"
|
||||||
|
}`}
|
||||||
|
>
|
||||||
|
<div className="flex items-center space-x-2">
|
||||||
|
<Wand2 className="h-4 w-4" />
|
||||||
|
<span>Assist Coding</span>
|
||||||
</div>
|
</div>
|
||||||
</button>
|
</button>
|
||||||
</nav>
|
</nav>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
{/* Filters and Search */}
|
{/* Filters and Search or Assist Input */}
|
||||||
|
{activeTab !== "assist" ? (
|
||||||
<div className="p-6 border-b border-gray-200">
|
<div className="p-6 border-b border-gray-200">
|
||||||
<div className="flex flex-col md:flex-row md:items-center md:justify-between space-y-4 md:space-y-0">
|
<div className="flex flex-col md:flex-row md:items-center md:justify-between space-y-4 md:space-y-0">
|
||||||
<div className="flex items-center space-x-4">
|
<div className="flex items-center space-x-4">
|
||||||
@@ -419,48 +553,79 @@ export default function BPJSCode() {
|
|||||||
<option value="all">Semua Kategori</option>
|
<option value="all">Semua Kategori</option>
|
||||||
{activeTab === "diagnose" ? (
|
{activeTab === "diagnose" ? (
|
||||||
<>
|
<>
|
||||||
<option value="Penyakit Kardiovaskular">
|
<option value="Penyakit Kardiovaskular">Penyakit Kardiovaskular</option>
|
||||||
Penyakit Kardiovaskular
|
<option value="Penyakit Endokrin">Penyakit Endokrin</option>
|
||||||
</option>
|
<option value="Penyakit Pernafasan">Penyakit Pernafasan</option>
|
||||||
<option value="Penyakit Endokrin">
|
<option value="Penyakit Pencernaan">Penyakit Pencernaan</option>
|
||||||
Penyakit Endokrin
|
<option value="Cedera dan Keracunan">Cedera dan Keracunan</option>
|
||||||
</option>
|
|
||||||
<option value="Penyakit Pernafasan">
|
|
||||||
Penyakit Pernafasan
|
|
||||||
</option>
|
|
||||||
<option value="Penyakit Pencernaan">
|
|
||||||
Penyakit Pencernaan
|
|
||||||
</option>
|
|
||||||
<option value="Cedera dan Keracunan">
|
|
||||||
Cedera dan Keracunan
|
|
||||||
</option>
|
|
||||||
</>
|
</>
|
||||||
) : (
|
) : activeTab === "procedure" ? (
|
||||||
<>
|
<>
|
||||||
<option value="Prosedur Hematologi">
|
<option value="Penyakit Kardiovaskular">Penyakit Kardiovaskular</option>
|
||||||
Prosedur Hematologi
|
<option value="Penyakit Endokrin">Penyakit Endokrin</option>
|
||||||
</option>
|
<option value="Penyakit Pernafasan">Penyakit Pernafasan</option>
|
||||||
<option value="Prosedur Kardiovaskular">
|
<option value="Penyakit Pencernaan">Penyakit Pencernaan</option>
|
||||||
Prosedur Kardiovaskular
|
<option value="Cedera dan Keracunan">Cedera dan Keracunan</option>
|
||||||
</option>
|
|
||||||
<option value="Prosedur Ortopedi">
|
|
||||||
Prosedur Ortopedi
|
|
||||||
</option>
|
|
||||||
<option value="Prosedur Pencernaan">
|
|
||||||
Prosedur Pencernaan
|
|
||||||
</option>
|
|
||||||
<option value="Prosedur Radiologi">
|
|
||||||
Prosedur Radiologi
|
|
||||||
</option>
|
|
||||||
</>
|
</>
|
||||||
)}
|
) : null}
|
||||||
</select>
|
</select>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
) : (
|
||||||
|
<div className="p-6 border-b border-gray-200">
|
||||||
|
<div className="grid grid-cols-1 gap-4">
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1 flex items-center">
|
||||||
|
<ClipboardList className="h-4 w-4 mr-2 text-purple-600" /> Catatan Medis
|
||||||
|
</label>
|
||||||
|
<textarea
|
||||||
|
rows={4}
|
||||||
|
value={assistInput.clinicalNotes}
|
||||||
|
onChange={(e) => setAssistInput((s) => ({ ...s, clinicalNotes: e.target.value }))}
|
||||||
|
placeholder="Riwayat penyakit, gejala, temuan fisik..."
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-purple-500 focus:border-transparent p-3"
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1">Hasil Lab</label>
|
||||||
|
<textarea
|
||||||
|
rows={3}
|
||||||
|
value={assistInput.labResults}
|
||||||
|
onChange={(e) => setAssistInput((s) => ({ ...s, labResults: e.target.value }))}
|
||||||
|
placeholder="HbA1c 8.2%, CRP 15 mg/L, Leukosit 12.000/µL, ..."
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-purple-500 focus:border-transparent p-3"
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1">Tindakan/Prosedur</label>
|
||||||
|
<input
|
||||||
|
type="text"
|
||||||
|
value={assistInput.procedures}
|
||||||
|
onChange={(e) => setAssistInput((s) => ({ ...s, procedures: e.target.value }))}
|
||||||
|
placeholder="Endoskopi lambung, kateterisasi jantung, transfusi, ..."
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-purple-500 focus:border-transparent p-3"
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
<div className="flex items-center space-x-3">
|
||||||
|
<button
|
||||||
|
onClick={runAssistPipeline}
|
||||||
|
disabled={assistLoading || (!assistInput.clinicalNotes && !assistInput.labResults && !assistInput.procedures)}
|
||||||
|
className="btn-primary flex items-center space-x-2 disabled:opacity-60"
|
||||||
|
>
|
||||||
|
<Wand2 className="h-4 w-4" />
|
||||||
|
<span>{assistLoading ? "Memproses..." : "Jalankan Assist Coding"}</span>
|
||||||
|
</button>
|
||||||
|
</div>
|
||||||
|
{assistError && (
|
||||||
|
<div className="text-sm text-red-600">{assistError}</div>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
)}
|
||||||
|
|
||||||
{/* Tables */}
|
{/* Tables / Assist Results */}
|
||||||
<div className="overflow-x-auto">
|
<div className="overflow-x-auto">
|
||||||
{activeTab === "diagnose" ? (
|
{activeTab === "diagnose" ? (
|
||||||
<table className="min-w-full divide-y divide-gray-200">
|
<table className="min-w-full divide-y divide-gray-200">
|
||||||
@@ -469,6 +634,9 @@ export default function BPJSCode() {
|
|||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
||||||
Kode ICD-10
|
Kode ICD-10
|
||||||
</th>
|
</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
||||||
|
Kode BPJS
|
||||||
|
</th>
|
||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
||||||
Deskripsi & Kategori
|
Deskripsi & Kategori
|
||||||
</th>
|
</th>
|
||||||
@@ -500,6 +668,11 @@ export default function BPJSCode() {
|
|||||||
{code.icdCode}
|
{code.icdCode}
|
||||||
</div>
|
</div>
|
||||||
</td>
|
</td>
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
|
<div className="text-sm text-gray-900">
|
||||||
|
{code.bpjsCode}
|
||||||
|
</div>
|
||||||
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap">
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
<div>
|
<div>
|
||||||
<div className="text-sm font-medium text-gray-900">
|
<div className="text-sm font-medium text-gray-900">
|
||||||
@@ -533,9 +706,15 @@ export default function BPJSCode() {
|
|||||||
{code.usageCount}x
|
{code.usageCount}x
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap">
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
<div className="flex items-center text-sm text-gray-500">
|
<div className="flex flex-col space-y-1 text-sm text-gray-500">
|
||||||
|
<div className="flex items-center">
|
||||||
<Calendar className="h-4 w-4 mr-1" />
|
<Calendar className="h-4 w-4 mr-1" />
|
||||||
{formatDate(code.lastUsed)}
|
{formatDateOnly(code.lastUsed)}
|
||||||
|
</div>
|
||||||
|
<div className="flex items-center">
|
||||||
|
<Clock className="h-4 w-4 mr-1" />
|
||||||
|
{formatTimeOnly(code.lastUsed)}
|
||||||
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap text-sm font-medium">
|
<td className="px-6 py-4 whitespace-nowrap text-sm font-medium">
|
||||||
@@ -552,13 +731,12 @@ export default function BPJSCode() {
|
|||||||
))}
|
))}
|
||||||
</tbody>
|
</tbody>
|
||||||
</table>
|
</table>
|
||||||
) : (
|
) : activeTab === "procedure" ? (
|
||||||
<table className="min-w-full divide-y divide-gray-200">
|
<table className="min-w-full divide-y divide-gray-200">
|
||||||
<thead className="bg-gray-50">
|
<thead className="bg-gray-50">
|
||||||
<tr>
|
<tr>
|
||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Kode ICD-9</th>
|
||||||
Kode ICP-9
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Kode BPJS</th>
|
||||||
</th>
|
|
||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
||||||
Deskripsi & Kategori
|
Deskripsi & Kategori
|
||||||
</th>
|
</th>
|
||||||
@@ -566,14 +744,11 @@ export default function BPJSCode() {
|
|||||||
Departemen
|
Departemen
|
||||||
</th>
|
</th>
|
||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
||||||
Kompleksitas
|
Tingkat Keparahan
|
||||||
</th>
|
</th>
|
||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
||||||
Tarif BPJS
|
Tarif BPJS
|
||||||
</th>
|
</th>
|
||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
|
||||||
Durasi
|
|
||||||
</th>
|
|
||||||
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">
|
||||||
Usage
|
Usage
|
||||||
</th>
|
</th>
|
||||||
@@ -586,11 +761,20 @@ export default function BPJSCode() {
|
|||||||
</tr>
|
</tr>
|
||||||
</thead>
|
</thead>
|
||||||
<tbody className="bg-white divide-y divide-gray-200">
|
<tbody className="bg-white divide-y divide-gray-200">
|
||||||
{filteredProcedureCodes.map((code) => (
|
{filteredICD9DiagnoseCodes
|
||||||
|
.filter((code) => {
|
||||||
|
return true;
|
||||||
|
})
|
||||||
|
.map((code) => (
|
||||||
<tr key={code.id} className="hover:bg-gray-50">
|
<tr key={code.id} className="hover:bg-gray-50">
|
||||||
<td className="px-6 py-4 whitespace-nowrap">
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
<div className="text-sm font-medium text-gray-900">
|
<div className="text-sm font-medium text-gray-900">
|
||||||
{code.icp9Code}
|
{code.icd9Code}
|
||||||
|
</div>
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
|
<div className="text-sm text-gray-900">
|
||||||
|
{code.bpjsCode}
|
||||||
</div>
|
</div>
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap">
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
@@ -610,31 +794,26 @@ export default function BPJSCode() {
|
|||||||
</div>
|
</div>
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap">
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
<span
|
<span className={`inline-flex px-2 py-1 text-xs font-semibold rounded-full ${getSeverityColor(code.severity)}`}>
|
||||||
className={`inline-flex px-2 py-1 text-xs font-semibold rounded-full ${getComplexityColor(
|
{code.severity.charAt(0).toUpperCase() + code.severity.slice(1)}
|
||||||
code.complexity
|
|
||||||
)}`}
|
|
||||||
>
|
|
||||||
{code.complexity
|
|
||||||
.replace("_", " ")
|
|
||||||
.charAt(0)
|
|
||||||
.toUpperCase() +
|
|
||||||
code.complexity.replace("_", " ").slice(1)}
|
|
||||||
</span>
|
</span>
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-900">
|
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-900">
|
||||||
{formatCurrency(code.bpjsRate)}
|
{formatCurrency(code.bpjsRate)}
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-900">
|
|
||||||
{code.duration} menit
|
|
||||||
</td>
|
|
||||||
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-900">
|
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-900">
|
||||||
{code.usageCount}x
|
{code.usageCount}x
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap">
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
<div className="flex items-center text-sm text-gray-500">
|
<div className="flex flex-col space-y-1 text-sm text-gray-500">
|
||||||
|
<div className="flex items-center">
|
||||||
<Calendar className="h-4 w-4 mr-1" />
|
<Calendar className="h-4 w-4 mr-1" />
|
||||||
{formatDate(code.lastUsed)}
|
{formatDateOnly(code.lastUsed)}
|
||||||
|
</div>
|
||||||
|
<div className="flex items-center">
|
||||||
|
<Clock className="h-4 w-4 mr-1" />
|
||||||
|
{formatTimeOnly(code.lastUsed)}
|
||||||
|
</div>
|
||||||
</div>
|
</div>
|
||||||
</td>
|
</td>
|
||||||
<td className="px-6 py-4 whitespace-nowrap text-sm font-medium">
|
<td className="px-6 py-4 whitespace-nowrap text-sm font-medium">
|
||||||
@@ -651,14 +830,109 @@ export default function BPJSCode() {
|
|||||||
))}
|
))}
|
||||||
</tbody>
|
</tbody>
|
||||||
</table>
|
</table>
|
||||||
|
) : (
|
||||||
|
<div>
|
||||||
|
{!assistResult ? (
|
||||||
|
<div className="text-center py-12">
|
||||||
|
<AlertCircle className="mx-auto h-12 w-12 text-gray-400" />
|
||||||
|
<h3 className="mt-2 text-sm font-medium text-gray-900">Belum ada hasil</h3>
|
||||||
|
<p className="mt-1 text-sm text-gray-500">Isi input lalu klik "Jalankan Assist Coding".</p>
|
||||||
|
</div>
|
||||||
|
) : (
|
||||||
|
<div className="p-6 space-y-6">
|
||||||
|
<div className="bg-white border rounded-lg p-4">
|
||||||
|
<div className="text-sm font-medium text-gray-900 mb-2">Hasil Preprocess</div>
|
||||||
|
<div className="grid grid-cols-1 md:grid-cols-3 gap-4 text-sm text-gray-700">
|
||||||
|
<div>
|
||||||
|
<div className="font-medium">Catatan Medis</div>
|
||||||
|
<div className="text-gray-600 whitespace-pre-wrap">{assistResult.preprocessed.clinicalNotes || '-'}</div>
|
||||||
|
</div>
|
||||||
|
<div>
|
||||||
|
<div className="font-medium">Hasil Lab</div>
|
||||||
|
<div className="text-gray-600 whitespace-pre-wrap">{assistResult.preprocessed.labResults || '-'}</div>
|
||||||
|
</div>
|
||||||
|
<div>
|
||||||
|
<div className="font-medium">Tindakan</div>
|
||||||
|
<div className="text-gray-600 whitespace-pre-wrap">{assistResult.preprocessed.procedures || '-'}</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div className="bg-white border rounded-lg p-4">
|
||||||
|
<div className="text-sm font-medium text-gray-900 mb-3 flex items-center">
|
||||||
|
<ShieldCheck className="h-4 w-4 mr-2 text-green-600" /> Rekomendasi Kode & Alasan (LLM + RAG)
|
||||||
|
</div>
|
||||||
|
<table className="min-w-full divide-y divide-gray-200">
|
||||||
|
<thead className="bg-gray-50">
|
||||||
|
<tr>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Jenis</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Kode</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Deskripsi</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Confidence</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Alasan</th>
|
||||||
|
</tr>
|
||||||
|
</thead>
|
||||||
|
<tbody className="bg-white divide-y divide-gray-200">
|
||||||
|
{assistResult.recommendedCodes.map((c) => (
|
||||||
|
<tr key={`${c.type}-${c.code}`} className="hover:bg-gray-50">
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-700">{c.type}</td>
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap text-sm font-medium text-gray-900">{c.code}</td>
|
||||||
|
<td className="px-6 py-4 text-sm text-gray-900">{c.description}</td>
|
||||||
|
<td className="px-6 py-4 w-48">
|
||||||
|
<div className="text-sm text-gray-700 mb-1">{c.confidence}%</div>
|
||||||
|
<div className="w-full bg-gray-100 rounded-full h-2">
|
||||||
|
<div className="bg-green-500 h-2 rounded-full" style={{ width: `${Math.max(0, Math.min(100, c.confidence))}%` }} />
|
||||||
|
</div>
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4 text-sm text-gray-600">{c.rationale}</td>
|
||||||
|
</tr>
|
||||||
|
))}
|
||||||
|
</tbody>
|
||||||
|
</table>
|
||||||
|
<div className="text-xs text-gray-500 mt-2">Referensi: {assistResult.references.join(", ") || '-'}</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div className="bg-white border rounded-lg p-4">
|
||||||
|
<div className="text-sm font-medium text-gray-900 mb-2">Mapping INA-CBGs</div>
|
||||||
|
{assistResult.inaCbgs ? (
|
||||||
|
<div className="text-sm text-gray-700">
|
||||||
|
<div>Kode: <span className="font-medium">{assistResult.inaCbgs.code}</span> ({assistResult.inaCbgs.group})</div>
|
||||||
|
<div>Deskripsi: {assistResult.inaCbgs.description}</div>
|
||||||
|
<div>Estimasi Tarif: <span className="font-medium">{formatCurrency(assistResult.inaCbgs.estTariff)}</span></div>
|
||||||
|
</div>
|
||||||
|
) : (
|
||||||
|
<div className="text-sm text-gray-500">Belum ada mapping yang relevan.</div>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div className="flex items-center space-x-3">
|
||||||
|
<button className="btn-primary flex items-center space-x-2">
|
||||||
|
<CheckCircle2 className="h-4 w-4" />
|
||||||
|
<span>Verifikasi & Approve</span>
|
||||||
|
</button>
|
||||||
|
<button className="btn-secondary flex items-center space-x-2" onClick={() => {
|
||||||
|
const blob = new Blob([JSON.stringify(assistResult, null, 2)], { type: 'application/json' });
|
||||||
|
const url = URL.createObjectURL(blob);
|
||||||
|
const a = document.createElement('a');
|
||||||
|
a.href = url;
|
||||||
|
a.download = 'klaim_siap_kirim.json';
|
||||||
|
a.click();
|
||||||
|
URL.revokeObjectURL(url);
|
||||||
|
}}>
|
||||||
|
<Download className="h-4 w-4" />
|
||||||
|
<span>Export Klaim</span>
|
||||||
|
</button>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
)}
|
)}
|
||||||
</div>
|
</div>
|
||||||
</div>
|
</div>
|
||||||
|
|
||||||
{/* Empty State */}
|
{/* Empty State */}
|
||||||
{((activeTab === "diagnose" && filteredDiagnoseCodes.length === 0) ||
|
{((activeTab === "diagnose" && filteredDiagnoseCodes.length === 0) ||
|
||||||
(activeTab === "procedure" &&
|
(activeTab === "procedure" && filteredICD9DiagnoseCodes.length === 0)) && (
|
||||||
filteredProcedureCodes.length === 0)) && (
|
|
||||||
<div className="text-center py-12">
|
<div className="text-center py-12">
|
||||||
<AlertCircle className="mx-auto h-12 w-12 text-gray-400" />
|
<AlertCircle className="mx-auto h-12 w-12 text-gray-400" />
|
||||||
<h3 className="mt-2 text-sm font-medium text-gray-900">
|
<h3 className="mt-2 text-sm font-medium text-gray-900">
|
||||||
|
|||||||
@@ -61,7 +61,7 @@ interface CostStats {
|
|||||||
approvalRate: number;
|
approvalRate: number;
|
||||||
}
|
}
|
||||||
|
|
||||||
export default function CostRecommendation() {
|
export function LegacyCostRecommendation() {
|
||||||
const [searchTerm, setSearchTerm] = useState("");
|
const [searchTerm, setSearchTerm] = useState("");
|
||||||
const [statusFilter, setStatusFilter] = useState("all");
|
const [statusFilter, setStatusFilter] = useState("all");
|
||||||
const [riskFilter, setRiskFilter] = useState("all");
|
const [riskFilter, setRiskFilter] = useState("all");
|
||||||
@@ -679,3 +679,484 @@ export default function CostRecommendation() {
|
|||||||
</div>
|
</div>
|
||||||
);
|
);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
interface ICDRecommendation {
|
||||||
|
code: string;
|
||||||
|
description: string;
|
||||||
|
confidence: number;
|
||||||
|
reasoning: string;
|
||||||
|
}
|
||||||
|
|
||||||
|
async function mockRecommendICD(diagnosis: string, procedure: string): Promise<ICDRecommendation[]> {
|
||||||
|
const lowerDx = diagnosis.toLowerCase();
|
||||||
|
const lowerProc = procedure.toLowerCase();
|
||||||
|
|
||||||
|
const suggestions: ICDRecommendation[] = [];
|
||||||
|
|
||||||
|
if (lowerDx.includes("hipertensi") || lowerDx.includes("hypertension")) {
|
||||||
|
suggestions.push({
|
||||||
|
code: "I10",
|
||||||
|
description: "Essential (primary) hypertension",
|
||||||
|
confidence: 92,
|
||||||
|
reasoning: "Kata kunci 'hipertensi' terdeteksi pada diagnosis klinis.",
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
if (lowerDx.includes("diabetes") || lowerDx.includes("dm")) {
|
||||||
|
suggestions.push({
|
||||||
|
code: "E11",
|
||||||
|
description: "Type 2 diabetes mellitus",
|
||||||
|
confidence: 88,
|
||||||
|
reasoning: "Terdapat indikasi DM tipe 2 pada gambaran diagnosis.",
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
if (lowerDx.includes("pneumonia") || lowerDx.includes("infeksi paru")) {
|
||||||
|
suggestions.push({
|
||||||
|
code: "J18.9",
|
||||||
|
description: "Pneumonia, unspecified organism",
|
||||||
|
confidence: 82,
|
||||||
|
reasoning: "Gejala dan istilah yang mengarah ke pneumonia terdeteksi.",
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
if (lowerDx.includes("gastritis") || lowerDx.includes("dispepsia")) {
|
||||||
|
suggestions.push({
|
||||||
|
code: "K29.1",
|
||||||
|
description: "Acute gastritis",
|
||||||
|
confidence: 80,
|
||||||
|
reasoning: "Istilah gastritis muncul pada diagnosis.",
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
if (lowerDx.includes("osteoarthritis") || lowerDx.includes("nyeri sendi")) {
|
||||||
|
suggestions.push({
|
||||||
|
code: "M15.9",
|
||||||
|
description: "Polyosteoarthritis, unspecified",
|
||||||
|
confidence: 76,
|
||||||
|
reasoning: "Keluhan terkait osteoartritis/nyeri sendi teridentifikasi.",
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
if (lowerProc.includes("insulin") && !suggestions.find((s) => s.code.startsWith("E1"))) {
|
||||||
|
suggestions.push({
|
||||||
|
code: "E10-E14",
|
||||||
|
description: "Diabetes mellitus (range, sesuaikan subkategori)",
|
||||||
|
confidence: 70,
|
||||||
|
reasoning: "Penggunaan insulin mengarah pada kategori diabetes mellitus.",
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
if (lowerProc.includes("antibiotik") && !suggestions.find((s) => s.code.startsWith("J"))) {
|
||||||
|
suggestions.push({
|
||||||
|
code: "J15-J18",
|
||||||
|
description: "Bacterial/unspecified pneumonia (range)",
|
||||||
|
confidence: 68,
|
||||||
|
reasoning: "Terapi antibiotik berkolerasi dengan infeksi respiratori.",
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
if (suggestions.length === 0) {
|
||||||
|
suggestions.push(
|
||||||
|
{
|
||||||
|
code: "R69",
|
||||||
|
description: "Illness, unspecified",
|
||||||
|
confidence: 55,
|
||||||
|
reasoning: "Tidak ada kata kunci spesifik terdeteksi. Perlu klarifikasi klinis.",
|
||||||
|
},
|
||||||
|
{
|
||||||
|
code: "Z00.0",
|
||||||
|
description: "General medical examination",
|
||||||
|
confidence: 48,
|
||||||
|
reasoning: "Pertimbangkan evaluasi umum jika kasus bersifat screening.",
|
||||||
|
}
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
suggestions.sort((a, b) => b.confidence - a.confidence);
|
||||||
|
await new Promise((r) => setTimeout(r, 600));
|
||||||
|
return suggestions.slice(0, 6);
|
||||||
|
}
|
||||||
|
|
||||||
|
export default function CostRecommendation() {
|
||||||
|
const [diagnosis, setDiagnosis] = useState("");
|
||||||
|
const [procedure, setProcedure] = useState("");
|
||||||
|
const [isLoading, setIsLoading] = useState(false);
|
||||||
|
const [error, setError] = useState<string | null>(null);
|
||||||
|
const [results, setResults] = useState<ICDRecommendation[]>([]);
|
||||||
|
const [visitType, setVisitType] = useState("Kontrol Rutin");
|
||||||
|
const [lastVisitDate, setLastVisitDate] = useState("");
|
||||||
|
const [currentVisitDate, setCurrentVisitDate] = useState(() => new Date().toISOString().slice(0, 10));
|
||||||
|
|
||||||
|
type BpjsMapping = {
|
||||||
|
icdCode: string;
|
||||||
|
bpjsCode: string;
|
||||||
|
description: string;
|
||||||
|
estTariff: number;
|
||||||
|
};
|
||||||
|
|
||||||
|
const BPJS_CODE_MAPPINGS: BpjsMapping[] = [
|
||||||
|
{ icdCode: "I10", bpjsCode: "BPJS-I10-01", description: "Hipertensi Esensial", estTariff: 850000 },
|
||||||
|
{ icdCode: "E11", bpjsCode: "BPJS-E11-02", description: "Diabetes Mellitus Tipe 2", estTariff: 1200000 },
|
||||||
|
{ icdCode: "J18.9", bpjsCode: "BPJS-J18-03", description: "Pneumonia", estTariff: 2500000 },
|
||||||
|
{ icdCode: "K29.1", bpjsCode: "BPJS-K29-04", description: "Gastritis Akut", estTariff: 650000 },
|
||||||
|
{ icdCode: "M15.9", bpjsCode: "BPJS-M15-09", description: "Osteoartritis", estTariff: 900000 },
|
||||||
|
];
|
||||||
|
|
||||||
|
const findBpjsMappingForICD = (code: string): BpjsMapping | null => {
|
||||||
|
if (!code) return null;
|
||||||
|
const normalized = code === "E10-E14" ? "E11" : code;
|
||||||
|
const exact = BPJS_CODE_MAPPINGS.find((m) => m.icdCode === normalized);
|
||||||
|
if (exact) return exact;
|
||||||
|
return BPJS_CODE_MAPPINGS.find((m) => normalized.startsWith(m.icdCode)) || null;
|
||||||
|
};
|
||||||
|
|
||||||
|
const bpjsRecommendations = results
|
||||||
|
.map((r) => ({ icdCode: r.code, mapping: findBpjsMappingForICD(r.code) }))
|
||||||
|
.filter((x) => x.mapping !== null) as { icdCode: string; mapping: BpjsMapping }[];
|
||||||
|
|
||||||
|
const getDaysBetween = (a: string, b: string) => {
|
||||||
|
try {
|
||||||
|
const da = new Date(a + "T00:00:00");
|
||||||
|
const db = new Date(b + "T00:00:00");
|
||||||
|
const diff = Math.floor((db.getTime() - da.getTime()) / (1000 * 60 * 60 * 24));
|
||||||
|
return isNaN(diff) ? null : Math.max(diff, 0);
|
||||||
|
} catch {
|
||||||
|
return null;
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
const checkReasonConsistency = (type: string, dx: string, proc: string) => {
|
||||||
|
const t = type.toLowerCase();
|
||||||
|
const text = `${dx} ${proc}`.toLowerCase();
|
||||||
|
const followUpKeywords = ["kontrol", "follow up", "lanjutan", "kontrol ulang", "monitoring"];
|
||||||
|
const acuteKeywords = ["akut", "baru", "nyeri hebat", "mendadak", "demam tinggi", "perburukan"];
|
||||||
|
const foundFollow = followUpKeywords.some((k) => text.includes(k));
|
||||||
|
const foundAcute = acuteKeywords.some((k) => text.includes(k));
|
||||||
|
const reasons: string[] = [];
|
||||||
|
let inconsistent = false;
|
||||||
|
|
||||||
|
if (t.includes("kontrol") && foundAcute) {
|
||||||
|
inconsistent = true;
|
||||||
|
reasons.push("Terdapat indikasi kondisi akut pada keterangan, namun tipe kunjungan adalah kontrol.");
|
||||||
|
}
|
||||||
|
if (t.includes("keluhan baru") && foundFollow) {
|
||||||
|
inconsistent = true;
|
||||||
|
reasons.push("Terdapat indikasi tindak lanjut/kontrol pada keterangan, namun dipilih 'Keluhan Baru'.");
|
||||||
|
}
|
||||||
|
return { inconsistent, reasons };
|
||||||
|
};
|
||||||
|
|
||||||
|
const ICD_INTERVAL_RULES: Record<string, { minDays: number; note: string }> = {
|
||||||
|
"I10": { minDays: 14, note: "Kontrol hipertensi" },
|
||||||
|
"E11": { minDays: 30, note: "Kontrol DM tipe 2" },
|
||||||
|
"J18.9": { minDays: 14, note: "Pneumonia" },
|
||||||
|
"K29.1": { minDays: 14, note: "Gastritis akut" },
|
||||||
|
"M15.9": { minDays: 30, note: "Osteoartritis" },
|
||||||
|
};
|
||||||
|
|
||||||
|
const getIntervalRuleForCode = (code: string) => {
|
||||||
|
if (ICD_INTERVAL_RULES[code as keyof typeof ICD_INTERVAL_RULES]) return ICD_INTERVAL_RULES[code as keyof typeof ICD_INTERVAL_RULES];
|
||||||
|
if (code.startsWith("E10") || code.startsWith("E11") || code.startsWith("E12") || code.startsWith("E13") || code.startsWith("E14") || code === "E10-E14") {
|
||||||
|
return ICD_INTERVAL_RULES.E11;
|
||||||
|
}
|
||||||
|
return undefined;
|
||||||
|
};
|
||||||
|
|
||||||
|
const daysSinceLast = lastVisitDate && currentVisitDate ? getDaysBetween(lastVisitDate, currentVisitDate) : null;
|
||||||
|
const consistency = checkReasonConsistency(visitType, diagnosis, procedure);
|
||||||
|
const showInconsistentControlWarning = visitType.toLowerCase().includes("kontrol") && daysSinceLast !== null && daysSinceLast < 30 && consistency.inconsistent;
|
||||||
|
const overclaimItems = results
|
||||||
|
.map((r) => ({ rec: r, rule: getIntervalRuleForCode(r.code) }))
|
||||||
|
.filter((x) => x.rule && daysSinceLast !== null && (daysSinceLast as number) < (x.rule as { minDays: number }).minDays);
|
||||||
|
|
||||||
|
const formatCurrency = (amount: number) => {
|
||||||
|
return new Intl.NumberFormat("id-ID", {
|
||||||
|
style: "currency",
|
||||||
|
currency: "IDR",
|
||||||
|
minimumFractionDigits: 0,
|
||||||
|
}).format(amount);
|
||||||
|
};
|
||||||
|
|
||||||
|
const handleGenerate = async () => {
|
||||||
|
setIsLoading(true);
|
||||||
|
setError(null);
|
||||||
|
try {
|
||||||
|
const recs = await mockRecommendICD(diagnosis, procedure);
|
||||||
|
setResults(recs);
|
||||||
|
} catch (e) {
|
||||||
|
setError("Gagal membuat rekomendasi. Coba lagi.");
|
||||||
|
} finally {
|
||||||
|
setIsLoading(false);
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
const exportJSON = () => {
|
||||||
|
const blob = new Blob([JSON.stringify(results, null, 2)], { type: "application/json" });
|
||||||
|
const url = URL.createObjectURL(blob);
|
||||||
|
const a = document.createElement("a");
|
||||||
|
a.href = url;
|
||||||
|
a.download = "icd_recommendations.json";
|
||||||
|
a.click();
|
||||||
|
URL.revokeObjectURL(url);
|
||||||
|
};
|
||||||
|
|
||||||
|
const copyCode = async (code: string) => {
|
||||||
|
try {
|
||||||
|
await navigator.clipboard.writeText(code);
|
||||||
|
} catch {}
|
||||||
|
};
|
||||||
|
|
||||||
|
return (
|
||||||
|
<div className="p-6">
|
||||||
|
<div className="max-w-5xl mx-auto">
|
||||||
|
<div className="mb-8">
|
||||||
|
<h1 className="text-2xl font-bold text-gray-900">Asisten Rekomendasi ICD untuk Dokter</h1>
|
||||||
|
<p className="text-gray-600 mt-1">
|
||||||
|
Masukkan ringkasan diagnosa dan prosedur. Sistem akan mengusulkan kode ICD yang relevan beserta tingkat keyakinan.
|
||||||
|
</p>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div className="bg-white p-6 rounded-lg shadow-sm border mb-6">
|
||||||
|
<div className="grid grid-cols-1 gap-4">
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1 flex items-center">
|
||||||
|
<FileText className="h-4 w-4 mr-2 text-blue-600" /> Diagnosa Klinis
|
||||||
|
</label>
|
||||||
|
<textarea
|
||||||
|
value={diagnosis}
|
||||||
|
onChange={(e) => setDiagnosis(e.target.value)}
|
||||||
|
rows={4}
|
||||||
|
placeholder="Contoh: Pasien dengan hipertensi esensial, keluhan pusing dan tekanan darah 150/95 mmHg."
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-green-500 focus:border-transparent p-3"
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
<div className="grid grid-cols-1 md:grid-cols-3 gap-4">
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1">Tipe Kunjungan</label>
|
||||||
|
<select
|
||||||
|
value={visitType}
|
||||||
|
onChange={(e) => setVisitType(e.target.value)}
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-green-500 focus:border-transparent p-3"
|
||||||
|
>
|
||||||
|
<option>Kontrol Rutin</option>
|
||||||
|
<option>Keluhan Baru</option>
|
||||||
|
<option>Tindak Lanjut Prosedur</option>
|
||||||
|
</select>
|
||||||
|
</div>
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1">Tanggal Kunjungan Terakhir</label>
|
||||||
|
<input
|
||||||
|
type="date"
|
||||||
|
value={lastVisitDate}
|
||||||
|
onChange={(e) => setLastVisitDate(e.target.value)}
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-green-500 focus:border-transparent p-3"
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1">Tanggal Kunjungan Saat Ini</label>
|
||||||
|
<input
|
||||||
|
type="date"
|
||||||
|
value={currentVisitDate}
|
||||||
|
onChange={(e) => setCurrentVisitDate(e.target.value)}
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-green-500 focus:border-transparent p-3"
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
<div>
|
||||||
|
<label className="block text-sm font-medium text-gray-700 mb-1 flex items-center">
|
||||||
|
<Stethoscope className="h-4 w-4 mr-2 text-green-600" /> Prosedur/Tatalaksana Utama
|
||||||
|
</label>
|
||||||
|
<input
|
||||||
|
type="text"
|
||||||
|
value={procedure}
|
||||||
|
onChange={(e) => setProcedure(e.target.value)}
|
||||||
|
placeholder="Contoh: Terapi antibiotik IV, insulin basal, fisioterapi, dsb."
|
||||||
|
className="w-full rounded-md border border-gray-300 focus:outline-none focus:ring-2 focus:ring-green-500 focus:border-transparent p-3"
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
<div className="flex items-center space-x-3">
|
||||||
|
<button
|
||||||
|
onClick={handleGenerate}
|
||||||
|
disabled={isLoading || (!diagnosis && !procedure)}
|
||||||
|
className="btn-primary flex items-center space-x-2 disabled:opacity-60"
|
||||||
|
>
|
||||||
|
<Search className="h-4 w-4" />
|
||||||
|
<span>{isLoading ? "Menghasilkan..." : "Buat Rekomendasi"}</span>
|
||||||
|
</button>
|
||||||
|
<button
|
||||||
|
onClick={exportJSON}
|
||||||
|
disabled={results.length === 0}
|
||||||
|
className="btn-secondary flex items-center space-x-2 disabled:opacity-60"
|
||||||
|
>
|
||||||
|
<Download className="h-4 w-4" />
|
||||||
|
<span>Export JSON</span>
|
||||||
|
</button>
|
||||||
|
</div>
|
||||||
|
{error && (
|
||||||
|
<div className="text-sm text-red-600">{error}</div>
|
||||||
|
)}
|
||||||
|
{/* Global warnings */}
|
||||||
|
{showInconsistentControlWarning && (
|
||||||
|
<div className="mt-2 rounded-md border border-yellow-300 bg-yellow-50 p-3 text-sm text-yellow-800">
|
||||||
|
Kunjungan kontrol < 30 hari dan alasan terdeteksi tidak konsisten dengan tipe kunjungan.
|
||||||
|
{consistency.reasons.length > 0 && (
|
||||||
|
<ul className="list-disc pl-5 mt-1">
|
||||||
|
{consistency.reasons.map((r, i) => (
|
||||||
|
<li key={i}>{r}</li>
|
||||||
|
))}
|
||||||
|
</ul>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
<div className="bg-white rounded-lg shadow-sm border overflow-hidden">
|
||||||
|
<div className="px-6 py-4 border-b border-gray-200 flex items-center justify-between">
|
||||||
|
<h3 className="text-lg font-medium text-gray-900">Rekomendasi Kode ICD</h3>
|
||||||
|
<div className="text-xs text-gray-500">AI Based</div>
|
||||||
|
</div>
|
||||||
|
|
||||||
|
{/* Overclaim/interval banner */}
|
||||||
|
{overclaimItems.length > 0 && (
|
||||||
|
<div className="mx-6 my-4 rounded-md border border-red-300 bg-red-50 p-3 text-sm text-red-800">
|
||||||
|
Peringatan interval: Ditemukan potensi klaim dini pada {overclaimItems.length} kode.
|
||||||
|
{daysSinceLast !== null && (
|
||||||
|
<div className="mt-1 text-xs text-red-700">Jarak kunjungan: {daysSinceLast} hari.</div>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
|
)}
|
||||||
|
|
||||||
|
{isLoading ? (
|
||||||
|
<div className="p-10 text-center text-gray-600">Sedang menganalisis...</div>
|
||||||
|
) : results.length > 0 ? (
|
||||||
|
<div className="overflow-x-auto">
|
||||||
|
<table className="min-w-full divide-y divide-gray-200">
|
||||||
|
<thead className="bg-gray-50">
|
||||||
|
<tr>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Kode ICD</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Deskripsi</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Confidence</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Alasan</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Aksi</th>
|
||||||
|
</tr>
|
||||||
|
</thead>
|
||||||
|
<tbody className="bg-white divide-y divide-gray-200">
|
||||||
|
{results.map((r) => (
|
||||||
|
<tr key={r.code} className="hover:bg-gray-50">
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
|
<div className="flex items-center text-sm font-medium text-gray-900">
|
||||||
|
<Code className="h-4 w-4 mr-2 text-blue-600" /> {r.code}
|
||||||
|
</div>
|
||||||
|
{/* Per-item overclaim label */}
|
||||||
|
{(() => {
|
||||||
|
const rule = getIntervalRuleForCode(r.code);
|
||||||
|
const isOverclaim = rule && daysSinceLast !== null && (daysSinceLast as number) < (rule as { minDays: number }).minDays;
|
||||||
|
if (!isOverclaim) return null;
|
||||||
|
return (
|
||||||
|
<div className="mt-1 inline-flex items-center px-2 py-0.5 rounded text-xs font-medium bg-red-100 text-red-800">
|
||||||
|
Interval < {String((rule as { minDays: number }).minDays)} hari ({String((rule as { note: string }).note)})
|
||||||
|
</div>
|
||||||
|
);
|
||||||
|
})()}
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4">
|
||||||
|
<div className="text-sm text-gray-900">{r.description}</div>
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4 w-48">
|
||||||
|
<div className="text-sm text-gray-700 mb-1">{r.confidence}%</div>
|
||||||
|
<div className="w-full bg-gray-100 rounded-full h-2">
|
||||||
|
<div
|
||||||
|
className="bg-green-500 h-2 rounded-full"
|
||||||
|
style={{ width: `${Math.max(0, Math.min(100, r.confidence))}%` }}
|
||||||
|
/>
|
||||||
|
</div>
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4">
|
||||||
|
<div className="text-sm text-gray-600">{r.reasoning}</div>
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap text-sm">
|
||||||
|
<button
|
||||||
|
onClick={() => copyCode(r.code)}
|
||||||
|
className="text-blue-600 hover:text-blue-900"
|
||||||
|
>
|
||||||
|
Salin Kode
|
||||||
|
</button>
|
||||||
|
</td>
|
||||||
|
</tr>
|
||||||
|
))}
|
||||||
|
</tbody>
|
||||||
|
</table>
|
||||||
|
</div>
|
||||||
|
) : (
|
||||||
|
<div className="text-center py-12">
|
||||||
|
<AlertCircle className="mx-auto h-12 w-12 text-gray-400" />
|
||||||
|
<h3 className="mt-2 text-sm font-medium text-gray-900">Belum ada rekomendasi</h3>
|
||||||
|
<p className="mt-1 text-sm text-gray-500">Isi diagnosa/prosedur lalu klik "Buat Rekomendasi".</p>
|
||||||
|
</div>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
|
|
||||||
|
{/* BPJS mapping and cost section */}
|
||||||
|
<div className="bg-white rounded-lg shadow-sm border overflow-hidden mt-6">
|
||||||
|
<div className="px-6 py-4 border-b border-gray-200 flex items-center justify-between">
|
||||||
|
<h3 className="text-lg font-medium text-gray-900">Rekomendasi Kode BPJS & Estimasi Biaya</h3>
|
||||||
|
<div className="text-xs text-gray-500">Mapping dari ICD</div>
|
||||||
|
</div>
|
||||||
|
{isLoading ? (
|
||||||
|
<div className="p-10 text-center text-gray-600">Menyiapkan mapping BPJS...</div>
|
||||||
|
) : results.length > 0 ? (
|
||||||
|
bpjsRecommendations.length > 0 ? (
|
||||||
|
<div className="overflow-x-auto">
|
||||||
|
<table className="min-w-full divide-y divide-gray-200">
|
||||||
|
<thead className="bg-gray-50">
|
||||||
|
<tr>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Kode ICD</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Kode BPJS</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Deskripsi</th>
|
||||||
|
<th className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider">Estimasi Tarif</th>
|
||||||
|
</tr>
|
||||||
|
</thead>
|
||||||
|
<tbody className="bg-white divide-y divide-gray-200">
|
||||||
|
{bpjsRecommendations.map(({ icdCode, mapping }) => (
|
||||||
|
<tr key={`${icdCode}-${mapping.bpjsCode}`} className="hover:bg-gray-50">
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
|
<div className="flex items-center text-sm font-medium text-gray-900">
|
||||||
|
<Code className="h-4 w-4 mr-2 text-blue-600" /> {icdCode}
|
||||||
|
</div>
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap">
|
||||||
|
<div className="text-sm text-gray-900">{mapping.bpjsCode}</div>
|
||||||
|
</td>
|
||||||
|
<td className="px-6 py-4 text-sm text-gray-900">{mapping.description}</td>
|
||||||
|
<td className="px-6 py-4 whitespace-nowrap text-sm text-gray-900">
|
||||||
|
<div className="flex items-center">
|
||||||
|
<DollarSign className="h-4 w-4 mr-1 text-green-600" />
|
||||||
|
{formatCurrency(mapping.estTariff)}
|
||||||
|
</div>
|
||||||
|
</td>
|
||||||
|
</tr>
|
||||||
|
))}
|
||||||
|
</tbody>
|
||||||
|
</table>
|
||||||
|
</div>
|
||||||
|
) : (
|
||||||
|
<div className="text-center py-12">
|
||||||
|
<AlertCircle className="mx-auto h-12 w-12 text-gray-400" />
|
||||||
|
<h3 className="mt-2 text-sm font-medium text-gray-900">Belum ada mapping BPJS untuk rekomendasi ICD saat ini</h3>
|
||||||
|
<p className="mt-1 text-sm text-gray-500">Coba perbarui diagnosa/prosedur untuk melihat rekomendasi BPJS.</p>
|
||||||
|
</div>
|
||||||
|
)
|
||||||
|
) : (
|
||||||
|
<div className="text-center py-12">
|
||||||
|
<AlertCircle className="mx-auto h-12 w-12 text-gray-400" />
|
||||||
|
<h3 className="mt-2 text-sm font-medium text-gray-900">Belum ada rekomendasi</h3>
|
||||||
|
<p className="mt-1 text-sm text-gray-500">Buat rekomendasi ICD terlebih dahulu.</p>
|
||||||
|
</div>
|
||||||
|
)}
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
</div>
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|||||||
Reference in New Issue
Block a user