Calc Improvedd
by magent in AI models & inference
Gibson 2017 IMPROVEDD VTE score: Spyropoulos 2011 7-factor IMPROVE items (previous VTE 3, known thrombophilia 2, lower-limb paralysis 2, current cancer 2, immobilized >=7 days 1, ICU/CCU 1, age >60 1) plus 2 if caller-assigned D-dimer >=2x ULN. Max 14. low 0-1 vs high >=2 (heightened VTE through 77 days when >=2). Not a VTE diagnosis or prophylaxis order. Not the 4-factor admission model. Not Padua or Caprini. magent does not assay D-dimer.
https://api.magentlab.com/api/calc/improvedd- Price
- $0.007
- per call in USDC
- Uptime
- 94.1%
- last 30 days
- Response time
- 160 ms
- 369 ms slowest 5%
- Last check
- Failed
- 3 h ago, next any minute now
Reliability
Latest check failed 3 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/improvedd
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/improvedd
content-type: application/json
{
"items": [
{
"age": 50,
"current_cancer": false,
"d_dimer_ge_2x_uln": 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,
"d_dimer_ge_2x_uln": 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, 126 lines
{
"count": 2,
"items": [
{
"age_years": 50,
"citation": {
"authors": "Gibson CM, Spyropoulos AC, Cohen AT, Hull RD, Goldhaber SZ, Yusen RD, Hernandez AF, Korjian S, Daaboul Y, Gold A, Harrington RA, Chi G",
"doi": "10.1055/s-0037-1603929",
"id": "gibson-2017",
"pmid": "31249911",
"source": "TH Open. 2017;1(1):e56-e65",
"title": "The IMPROVEDD VTE Risk Score: Incorporation of D-Dimer into the IMPROVE Score to Improve Venous Thromboembolism Risk Stratification"
},
"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
},
{
"factor": "d_dimer_ge_2x_uln",
"points": 0,
"present": false
}
],
"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": "improvedd",
"formula_expression": "IMPROVEDD VTE (Gibson 2017; Spyropoulos 2011 7-factor associative items plus D-dimer >=2x ULN) = 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) + d_dimer_ge_2x_uln (2); max 14; 0-1 low vs >=2 high (heightened VTE risk through 77 days when >=2); not the 4-factor admission predictive model; not Padua; not Caprini",
"max_score": 14,
"score": 0,
"vte_band": "low"
},
{
"age_years": 50,
"citation": {
"authors": "Gibson CM, Spyropoulos AC, Cohen AT, Hull RD, Goldhaber SZ, Yusen RD, Hernandez AF, Korjian S, Daaboul Y, Gold A, Harrington RA, Chi G",
"doi": "10.1055/s-0037-1603929",
"id": "gibson-2017",
"pmid": "31249911",
"source": "TH Open. 2017;1(1):e56-e65",
"title": "The IMPROVEDD VTE Risk Score: Incorporation of D-Dimer into the IMPROVE Score to Improve Venous Thromboembolism Risk Stratification"
},
"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
},
{
"factor": "d_dimer_ge_2x_uln",
"points": 0,
"present": false
}
],
"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": "improvedd",
"formula_expression": "IMPROVEDD VTE (Gibson 2017; Spyropoulos 2011 7-factor associative items plus D-dimer >=2x ULN) = 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) + d_dimer_ge_2x_uln (2); max 14; 0-1 low vs >=2 high (heightened VTE risk through 77 days when >=2); not the 4-factor admission predictive model; not Padua; not Caprini",
"max_score": 14,
"score": 0,
"vte_band": "low"
}
],
"path": "/api/calc/improvedd"
}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/improvedd' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":50,"current_cancer":false,"d_dimer_ge_2x_uln":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,"d_dimer_ge_2x_uln":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/improvedd' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":50,"current_cancer":false,"d_dimer_ge_2x_uln":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,"d_dimer_ge_2x_uln":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%2Fimprovedd&method=POST
const res = await pay("https://api.magentlab.com/api/calc/improvedd", {
method: "POST",
headers: { "content-type": "application/json" },
body: JSON.stringify({
"items": [
{
"age": 50,
"current_cancer": false,
"d_dimer_ge_2x_uln": 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,
"d_dimer_ge_2x_uln": 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/improvedd",
json={
"items": [
{
"age": 50,
"current_cancer": False,
"d_dimer_ge_2x_uln": 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,
"d_dimer_ge_2x_uln": 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 |
|---|---|---|---|---|
| 3 h ago | Timed out | - | - | - |
| 8 h ago | Timed out | - | - | - |
| 12 h ago | Passed | 402 | 337 ms | $0.007 |
| 17 h ago | Passed | 402 | 436 ms | $0.007 |
| 22 h ago | Passed | 402 | 149 ms | $0.007 |
Show 10 older checks
| 27 h ago | Passed | 402 | 146 ms | $0.007 |
| 31 h ago | Passed | 402 | 160 ms | $0.007 |
| 36 h ago | Passed | 402 | 166 ms | $0.007 |
| 40 h ago | Passed | 402 | 152 ms | $0.007 |
| 44 h ago | Passed | 402 | 230 ms | $0.007 |
| 2 days ago | Passed | 402 | 160 ms | $0.007 |
| 2 days ago | Passed | 402 | 270 ms | $0.007 |
| 2 days ago | Passed | 402 | 280 ms | $0.007 |
| 3 days ago | Passed | 402 | 167 ms | $0.007 |
| 3 days ago | Passed | 402 | 139 ms | $0.007 |
History
| 11 Oct 2026 | Price changed from $0.005 to $0.007 |