Production API Π΄Π»Ρ Π°Π½Π°Π»ΠΈΠ·Π° Π±ΠΈΠΎΠ»ΠΎΠ³ΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ Π²ΠΎΠ·ΡΠ°ΡΡΠ° Π½Π° ΠΎΡΠ½ΠΎΠ²Π΅ 58+ Π±ΠΈΠΎΠΌΠ°ΡΠΊΠ΅ΡΠΎΠ² Ρ AI ΡΠ΅ΠΊΠΎΠΌΠ΅Π½Π΄Π°ΡΠΈΡΠΌΠΈ
ΠΠΎΠ»Π½ΡΠΉ production Π°Π½Π°Π»ΠΈΠ· Π±ΠΈΠΎΠ»ΠΎΠ³ΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ Π²ΠΎΠ·ΡΠ°ΡΡΠ° Ρ AI ΠΈΠ½ΡΠ΅Π³ΡΠ°ΡΠΈΠ΅ΠΉ
| ΠΠ°ΡΠ°ΠΌΠ΅ΡΡ | Π’ΠΈΠΏ | ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ | ΠΡΠΈΠΌΠ΅Ρ |
|---|---|---|---|
SEQN | string/number | ID ΠΏΠ°ΡΠΈΠ΅Π½ΡΠ° | "12345" |
RIAGENDR | number | ΠΠΎΠ» (1=Π, 2=Π) | 1 |
RIDAGEEX | number | ΠΠΎΠ·ΡΠ°ΡΡ (40-84) | 50 |
| ΠΠ°ΡΠ°ΠΌΠ΅ΡΡ | ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ | ΠΠ΄ΠΈΠ½ΠΈΡΡ |
|---|---|---|
BMXBMI | ΠΠΠ’ | ΠΊΠ³/ΠΌΒ² |
BPXSAR | Π‘ΠΈΡΡΠΎΠ»ΠΈΡΠ΅ΡΠΊΠΎΠ΅ Π΄Π°Π²Π»Π΅Π½ΠΈΠ΅ | ΠΌΠΌ ΡΡ.ΡΡ. |
BPXDAR | ΠΠΈΠ°ΡΡΠΎΠ»ΠΈΡΠ΅ΡΠΊΠΎΠ΅ Π΄Π°Π²Π»Π΅Π½ΠΈΠ΅ | ΠΌΠΌ ΡΡ.ΡΡ. |
BPXPLS | ΠΡΠ»ΡΡ | ΡΠ΄/ΠΌΠΈΠ½ |
LBDTCSI | ΠΠ±ΡΠΈΠΉ Ρ ΠΎΠ»Π΅ΡΡΠ΅ΡΠΈΠ½ | ΠΌΠΌΠΎΠ»Ρ/Π» |
LBDHDLSI | HDL Ρ ΠΎΠ»Π΅ΡΡΠ΅ΡΠΈΠ½ | ΠΌΠΌΠΎΠ»Ρ/Π» |
LBDSTRSI | Π’ΡΠΈΠ³Π»ΠΈΡΠ΅ΡΠΈΠ΄Ρ | ΠΌΠΌΠΎΠ»Ρ/Π» |
LBDSGLSI | ΠΠ»ΡΠΊΠΎΠ·Π° | ΠΌΠΌΠΎΠ»Ρ/Π» |
LBXGH | HbA1c | % |
LBXCRP | Π‘-ΡΠ΅Π°ΠΊΡΠΈΠ²Π½ΡΠΉ Π±Π΅Π»ΠΎΠΊ | ΠΌΠ³/Π΄Π» |
LBXCOT | ΠΠΎΡΠΈΠ½ΠΈΠ½ (ΠΊΡΡΠ΅Π½ΠΈΠ΅) | Π½Π³/ΠΌΠ» |
LBXHGB | ΠΠ΅ΠΌΠΎΠ³Π»ΠΎΠ±ΠΈΠ½ | Π³/Π΄Π» |
curl -X POST http://localhost:8889/production-analyze \
-H "Content-Type: application/json" \
-d '{
"SEQN": "12345",
"RIAGENDR": 1,
"RIDAGEEX": 50,
"BMXBMI": 28.5,
"BPXSAR": 140,
"BPXDAR": 90,
"BPXPLS": 75,
"LBDTCSI": 6.2,
"LBDHDLSI": 1.1,
"LBDSTRSI": 2.3,
"LBDSGLSI": 5.8,
"LBXGH": 5.9,
"LBXCRP": 0.5,
"LBXCOT": 150,
"LBXHGB": 14.5,
"BPQ020": 1,
"DIQ010": 2,
"HUQ010": 3
}'
{
"success": true,
"patient_id": "12345",
"chronological_age": 50.0,
"biological_age": 55.3,
"age_delta": 5.3,
"risk_category": "ΠΡΡΠΎΠΊΠΈΠΉ",
"interpretation": "ΠΠΈΠΎΠ»ΠΎΠ³ΠΈΡΠ΅ΡΠΊΠΈΠΉ Π²ΠΎΠ·ΡΠ°ΡΡ ΠΏΡΠ΅Π²ΡΡΠ°Π΅Ρ...",
"backend_used": "Python",
"analysis_details": {
"frailty_index": 0.234,
"bmi": 28.5,
"ldl_cholesterol": 4.65,
"risk_factors": ["ΠΠ·Π±ΡΡΠΎΡΠ½ΡΠΉ Π²Π΅Ρ", "ΠΠΈΠΏΠ΅ΡΡΠ΅Π½Π·ΠΈΡ"],
"biomarkers_used": 45,
"sex": "ΠΡΠΆΡΠΊΠΎΠΉ"
},
"system_indices": {
"cardiovascular": 6.2,
"metabolic": 5.8,
"inflammatory": 4.1,
"renal": 2.3,
"hepatic": 1.5,
"hematologic": 3.2,
"overall": 7.7
},
"ai_analysis": {
"executive_summary": "ΠΠ΅Π΄ΠΈΡΠΈΠ½ΡΠΊΠ°Ρ ΡΠ²ΠΎΠ΄ΠΊΠ°...",
"systems_analysis": {...},
"recommendations": {...},
"risk_stratification": {...}
},
"analysis_metadata": {
"timestamp": "2024-01-24T12:00:00",
"backend_used": "Python",
"ai_analysis_available": true,
"result_saved": true
},
"result_id": "uuid-here"
}
OPENROUTER_API_KEY/results/result_{uuid}.json ΠΈ /results/results.csvGET /info - ΠΠ½ΡΠΎΡΠΌΠ°ΡΠΈΡ ΠΎ ΡΠΈΡΡΠ΅ΠΌΠ΅
GET /health - ΠΡΠΎΠ²Π΅ΡΠΊΠ° Π·Π΄ΠΎΡΠΎΠ²ΡΡ ΡΠ΅ΡΠ²Π΅ΡΠ°
GET /sample-data - ΠΡΠΈΠΌΠ΅ΡΡ Π΄Π°Π½Π½ΡΡ
Π΄Π»Ρ ΡΠ΅ΡΡΠΈΡΠΎΠ²Π°Π½ΠΈΡ