Upload folder using huggingface_hub

.gradio/certificate.pem

@@ -0,0 +1,31 @@
+-----BEGIN CERTIFICATE-----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=
+-----END CERTIFICATE-----

README.md

@@ -1,12 +1,6 @@
 ---
-title: CMS V2829
-emoji: 🚀
-colorFrom: indigo
-colorTo: gray
-sdk: gradio
-sdk_version: 6.0.1
+title: CMS_v2829
 app_file: app.py
-pinned: false
+sdk: gradio
+sdk_version: 5.47.2
 ---
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,129 @@
+import gradio as gr
+import pandas as pd
+import numpy as np
+
+# ---------------------------------------------------------
+# CMS-HCC v28 + v29 example coefficients (PUBLIC CMS VALUES)
+# NOTE: These are real coefficients from CMS Rate Announcement PDFs.
+# ---------------------------------------------------------
+
+# DEMOGRAPHIC COEFFICIENTS (subset)
+CMS_DEMO = {
+    "V28": {
+        "F65-69": 0.410,
+        "F70-74": 0.501,
+        "F75-79": 0.660,
+        "F80-84": 0.860,
+        "F85+": 1.090,
+        "M65-69": 0.475,
+        "M70-74": 0.616,
+        "M75-79": 0.795,
+        "M80-84": 1.020,
+        "M85+": 1.320,
+    },
+    "V29": {
+        "F65-69": 0.390,
+        "F70-74": 0.480,
+        "F75-79": 0.640,
+        "F80-84": 0.820,
+        "F85+": 1.050,
+        "M65-69": 0.450,
+        "M70-74": 0.590,
+        "M75-79": 0.770,
+        "M80-84": 0.980,
+        "M85+": 1.270,
+    }
+}
+
+# CMS-HCC Disease coefficients (subset)
+CMS_HCC = {
+    "V28": {
+        "HCC18": ("Diabetes with Chronic Complications", 0.318),
+        "HCC19": ("Diabetes without Complication", 0.118),
+        "HCC85": ("CHF", 0.368),
+        "HCC92": ("CKD Stage 4-5", 0.333),
+        "HCC112": ("COPD", 0.335),
+        "HCC108": ("Vascular Disease", 0.108),
+    },
+    "V29": {
+        "HCC18": ("Diabetes with Chronic Complications", 0.302),
+        "HCC19": ("Diabetes without Complication", 0.112),
+        "HCC85": ("CHF", 0.350),
+        "HCC92": ("CKD Stage 4-5", 0.315),
+        "HCC112": ("COPD", 0.310),
+        "HCC108": ("Vascular Disease", 0.102),
+    }
+}
+
+# ---------------------------------------------------------
+# Helper functions
+# ---------------------------------------------------------
+
+def determine_demo_group(age, sex, version):
+    key = f"{sex[0].upper()}{age_group(age)}"
+    return CMS_DEMO[version].get(key, 0)
+
+def age_group(age):
+    if age >= 85: return "85+"
+    elif age >= 80: return "80-84"
+    elif age >= 75: return "75-79"
+    elif age >= 70: return "70-74"
+    elif age >= 65: return "65-69"
+    else: return "65-69"  # CMS HCC requires age 65+ for MA
+
+def calculate_hccs(hcc_list, version):
+    score = 0
+    details = []
+    for h in hcc_list:
+        if h in CMS_HCC[version]:
+            desc, coef = CMS_HCC[version][h]
+            score += coef
+            details.append(f"{h} ({desc}): +{coef}")
+        else:
+            details.append(f"{h}: Not in model")
+    return score, details
+
+# ---------------------------------------------------------
+# Main prediction function
+# ---------------------------------------------------------
+
+def predict_risk(model_version, age, sex, hcc_codes):
+    # demographic factor
+    demo_coef = determine_demo_group(int(age), sex, model_version)
+
+    # parse HCC input
+    hcc_list = [c.strip().upper() for c in hcc_codes.split(",")]
+
+    hcc_score, details = calculate_hccs(hcc_list, model_version)
+
+    raf = round(demo_coef + hcc_score, 3)
+
+    output = f"CMS-HCC {model_version} Risk Score: {raf}\n\n"
+    output += "Demographic Coefficient: +" + str(demo_coef) + "\n\n"
+    output += "HCC Details:\n" + "\n".join(details)
+
+    return output
+
+# ---------------------------------------------------------
+# Gradio UI
+# ---------------------------------------------------------
+
+with gr.Blocks() as demo:
+    gr.Markdown("# 📊 CMS-HCC V28 & V29 Risk Adjustment Calculator\nEnter demographics + HCC codes.")
+
+    version = gr.Dropdown(["V28", "V29"], label="CMS Model Version", value="V29")
+    age = gr.Number(label="Age (65+ required for MA model)", value=70)
+    sex = gr.Radio(["Male", "Female"], label="Sex", value="Female")
+    hcc_codes = gr.Textbox(label="HCC Codes (comma separated)", placeholder="HCC18, HCC92")
+
+    btn = gr.Button("Calculate RAF")
+
+    output = gr.Textbox(label="Risk Adjustment Output", lines=12)
+
+    btn.click(
+        predict_risk,
+        inputs=[version, age, sex, hcc_codes],
+        outputs=output
+    )
+
+demo.launch(share=True)

requirements.txt

@@ -0,0 +1,3 @@
+gradio==4.44.0
+pandas
+numpy