Four model APIs. One key.

Endpoints

curl https://api.cure-io.ai/v1/models/ici/predict \
  -H "Authorization: Bearer $CUREIO_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "patient": {
      "age": 64, "sex": "M",
      "tumour": "nsclc", "stage": "IV",
      "ecog": 1, "line": 1,
      "regimen": "pd1_chemo",
      "labs": { "nlr": 3.8, "albumin_g_l": 37,
                "ldh_above_uln": false },
      "pdl1_tps": 55
    },
    "explain": true
  }'

from cureio import Client

client = Client(api_key=os.environ["CUREIO_KEY"])

result = client.ici.predict(
    age=64, sex="M", tumour="nsclc",
    stage="IV", ecog=1, regimen="pd1_chemo",
    labs={"nlr": 3.8, "albumin_g_l": 37},
    pdl1_tps=55, explain=True,
)

print(result.response.probability)   # 0.47
for f in result.response.drivers[:3]:
    print(f.feature, f.delta_pts)

{
  "model": "ici", "version": "2.3.1",
  "response": {
    "probability": 0.47, "ci95": [0.39, 0.55],
    "drivers": [
      { "feature": "pdl1_tps", "delta_pts": +9.1 },
      { "feature": "regimen",  "delta_pts": +6.4 },
      { "feature": "nlr",      "delta_pts": -3.2 }
    ]
  },
  "irae_grade3plus": {
    "probability": 0.14, "ci95": [0.10, 0.19]
  },
  "intended_use": "decision_support",
  "request_id": "req_8f2c91"
}