Calc Improve Vte
by magent in AI models & inference
Spyropoulos 2011 7-factor associative IMPROVE VTE score during hospitalization: previous VTE 3, known thrombophilia 2, lower-limb paralysis 2, current cancer 2, immobilized >=7 days 1, ICU/CCU stay 1, age >60 1. Max 12. Bands: 0-1; 2-3 (observed VTE 1.5%); >=4 (observed VTE 5.7%). Not a VTE diagnosis or prophylaxis order. Not the 4-factor admission predictive model. Not IMPROVEDD. magent does not examine the patient.
https://api.magentlab.com/api/calc/improve_vte- Price
- $0.007
- per call in USDC
- Uptime
- 94.1%
- last 30 days
- Response time
- 239 ms
- 532 ms slowest 5%
- Last check
- Failed
- 2 h ago, next any minute now
Reliability
Latest check failed 2 h ago: Timed out
Status and outage history · Atom feed · Watch with other listings
How to call it
POST https://api.magentlab.com/api/calc/improve_vte
Each call costs $0.007 in USDC on Base, paid with the request over x402.
Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.
Example request
From the listing.
POST https://api.magentlab.com/api/calc/improve_vte
content-type: application/json
{
"items": [
{
"age": 50,
"current_cancer": false,
"icu_ccu_stay": false,
"immobilized_ge_7_days": false,
"known_thrombophilia": false,
"lower_limb_paralysis": false,
"previous_vte": false
},
{
"age": 50,
"current_cancer": false,
"icu_ccu_stay": false,
"immobilized_ge_7_days": false,
"known_thrombophilia": false,
"lower_limb_paralysis": false,
"previous_vte": false
}
]
}Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
items | array of object | Yes |
Example response
The provider's example. We can't check it without paying.
Example response, 116 lines
{
"count": 2,
"items": [
{
"age_years": 50,
"citation": {
"authors": "Spyropoulos AC, Anderson FA Jr, FitzGerald G, Decousus H, Pini M, Chong BH, Zotz RB, Bergmann JF, Tapson VF, Froehlich JB, Monreal M, Merli GJ, Pavanello R, Turpie AGG, Nakamura M, Piovella F, Kakkar AK, Spencer FA, IMPROVE Investigators",
"doi": "10.1378/chest.10-1944",
"id": "spyropoulos-2011",
"pmid": "21436241",
"source": "Chest. 2011;140(3):706-714",
"title": "Predictive and associative models to identify hospitalized medical patients at risk for VTE"
},
"components": [
{
"factor": "previous_vte",
"points": 0,
"present": false
},
{
"factor": "known_thrombophilia",
"points": 0,
"present": false
},
{
"factor": "lower_limb_paralysis",
"points": 0,
"present": false
},
{
"factor": "current_cancer",
"points": 0,
"present": false
},
{
"factor": "immobilized_ge_7_days",
"points": 0,
"present": false
},
{
"factor": "icu_ccu_stay",
"points": 0,
"present": false
},
{
"factor": "age_gt_60",
"points": 0,
"present": false,
"value": 50
}
],
"disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
"formula": "improve_vte",
"formula_expression": "IMPROVE VTE (Spyropoulos 2011 7-factor associative during hospitalization) = previous_vte (3) + known_thrombophilia (2) + lower_limb_paralysis (2) + current_cancer (2) + immobilized_ge_7_days (1) + icu_ccu_stay (1) + age>60 (1); max 12; 0-1, 2-3 (observed VTE 1.5%), >=4 (observed VTE 5.7%); not the 4-factor admission predictive model; not IMPROVEDD",
"max_score": 12,
"score": 0,
"vte_band": "0-1"
},
{
"age_years": 50,
"citation": {
"authors": "Spyropoulos AC, Anderson FA Jr, FitzGerald G, Decousus H, Pini M, Chong BH, Zotz RB, Bergmann JF, Tapson VF, Froehlich JB, Monreal M, Merli GJ, Pavanello R, Turpie AGG, Nakamura M, Piovella F, Kakkar AK, Spencer FA, IMPROVE Investigators",
"doi": "10.1378/chest.10-1944",
"id": "spyropoulos-2011",
"pmid": "21436241",
"source": "Chest. 2011;140(3):706-714",
"title": "Predictive and associative models to identify hospitalized medical patients at risk for VTE"
},
"components": [
{
"factor": "previous_vte",
"points": 0,
"present": false
},
{
"factor": "known_thrombophilia",
"points": 0,
"present": false
},
{
"factor": "lower_limb_paralysis",
"points": 0,
"present": false
},
{
"factor": "current_cancer",
"points": 0,
"present": false
},
{
"factor": "immobilized_ge_7_days",
"points": 0,
"present": false
},
{
"factor": "icu_ccu_stay",
"points": 0,
"present": false
},
{
"factor": "age_gt_60",
"points": 0,
"present": false,
"value": 50
}
],
"disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
"formula": "improve_vte",
"formula_expression": "IMPROVE VTE (Spyropoulos 2011 7-factor associative during hospitalization) = previous_vte (3) + known_thrombophilia (2) + lower_limb_paralysis (2) + current_cancer (2) + immobilized_ge_7_days (1) + icu_ccu_stay (1) + age>60 (1); max 12; 0-1, 2-3 (observed VTE 1.5%), >=4 (observed VTE 5.7%); not the 4-factor admission predictive model; not IMPROVEDD",
"max_score": 12,
"score": 0,
"vte_band": "0-1"
}
],
"path": "/api/calc/improve_vte"
}Call it from code
The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.007.
curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://api.magentlab.com/api/calc/improve_vte' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":50,"current_cancer":false,"icu_ccu_stay":false,"immobilized_ge_7_days":false,"known_thrombophilia":false,"lower_limb_paralysis":false,"previous_vte":false},{"age":50,"current_cancer":false,"icu_ccu_stay":false,"immobilized_ge_7_days":false,"known_thrombophilia":false,"lower_limb_paralysis":false,"previous_vte":false}]}'
# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://api.magentlab.com/api/calc/improve_vte' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":50,"current_cancer":false,"icu_ccu_stay":false,"immobilized_ge_7_days":false,"known_thrombophilia":false,"lower_limb_paralysis":false,"previous_vte":false},{"age":50,"current_cancer":false,"icu_ccu_stay":false,"immobilized_ge_7_days":false,"known_thrombophilia":false,"lower_limb_paralysis":false,"previous_vte":false}]}' \
| grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decodeJavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";
// Pays at most $0.007 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.007" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);
// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.007 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fapi.magentlab.com%2Fapi%2Fcalc%2Fimprove_vte&method=POST
const res = await pay("https://api.magentlab.com/api/calc/improve_vte", {
method: "POST",
headers: { "content-type": "application/json" },
body: JSON.stringify({
"items": [
{
"age": 50,
"current_cancer": false,
"icu_ccu_stay": false,
"immobilized_ge_7_days": false,
"known_thrombophilia": false,
"lower_limb_paralysis": false,
"previous_vte": false
},
{
"age": 50,
"current_cancer": false,
"icu_ccu_stay": false,
"immobilized_ge_7_days": false,
"known_thrombophilia": false,
"lower_limb_paralysis": false,
"previous_vte": false
}
]
}),
});
console.log(res.status, await res.text());Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client
# Pays at most $0.007 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.007"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))
with x402_requests(client) as session:
res = session.post(
"https://api.magentlab.com/api/calc/improve_vte",
json={
"items": [
{
"age": 50,
"current_cancer": False,
"icu_ccu_stay": False,
"immobilized_ge_7_days": False,
"known_thrombophilia": False,
"lower_limb_paralysis": False,
"previous_vte": False,
},
{
"age": 50,
"current_cancer": False,
"icu_ccu_stay": False,
"immobilized_ge_7_days": False,
"known_thrombophilia": False,
"lower_limb_paralysis": False,
"previous_vte": False,
},
],
},
)
print(res.status_code, res.text)Security scan
1 finding
- Charges more than its listed price in payment
Listed at $0.005, charges $0.007
Recent checks
| When | Result | HTTP | Time | Price |
|---|---|---|---|---|
| 2 h ago | Timed out | - | - | - |
| 7 h ago | Timed out | - | - | - |
| 12 h ago | Passed | 402 | 435 ms | $0.007 |
| 17 h ago | Passed | 402 | 147 ms | $0.007 |
| 21 h ago | Passed | 402 | 218 ms | $0.007 |
Show 10 older checks
| 26 h ago | Passed | 402 | 269 ms | $0.007 |
| 31 h ago | Passed | 402 | 149 ms | $0.007 |
| 35 h ago | Passed | 402 | 365 ms | $0.007 |
| 40 h ago | Passed | 402 | 321 ms | $0.007 |
| 43 h ago | Passed | 402 | 140 ms | $0.007 |
| 2 days ago | Passed | 402 | 339 ms | $0.007 |
| 2 days ago | Passed | 402 | 304 ms | $0.007 |
| 2 days ago | Passed | 402 | 185 ms | $0.007 |
| 3 days ago | Passed | 402 | 261 ms | $0.007 |
| 3 days ago | Passed | 402 | 267 ms | $0.007 |
History
| 11 Oct 2026 | Price changed from $0.005 to $0.007 |