Calc Impact
by magent in AI models & inference
Steyerberg 2008 IMPACT prognostic score for 6-month mortality and unfavorable outcome after traumatic brain injury. model=core (age, motor, pupils), extended (plus hypoxia, hypotension, Marshall CT, tSAH, EDH), or lab (plus glucose mmol/L and Hb g/dL). Points and printed logistic LPs from that paper. Not a diagnosis, not MRC CRASH (Perel 2008), and not magent chemotherapy CRASH.
https://api.magentlab.com/api/calc/impact- Price
- $0.007
- per call in USDC
- Uptime
- 94.1%
- last 30 days
- Response time
- 218 ms
- 421 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/impact
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/impact
content-type: application/json
{
"items": [
{
"age": 35,
"edh": false,
"glucose_mmol_l": 10,
"hemoglobin_g_dl": 11,
"hypotension": false,
"hypoxia": false,
"marshall_ct": "II",
"model": "core",
"motor_score": 3,
"pupillary_reactivity": "both",
"tsah": false
},
{
"age": 35,
"edh": false,
"glucose_mmol_l": 10,
"hemoglobin_g_dl": 11,
"hypotension": false,
"hypoxia": false,
"marshall_ct": "II",
"model": "core",
"motor_score": 3,
"pupillary_reactivity": "both",
"tsah": 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, 94 lines
{
"count": 2,
"items": [
{
"age": 35,
"citation": {
"authors": "Steyerberg EW, Mushkudiani N, Perel P, Butcher I, Lu J, McHugh GS, Murray GD, Marmarou A, Roberts I, Habbema JDF, Maas AIR",
"doi": "10.1371/journal.pmed.0050165",
"id": "steyerberg-2008-impact",
"pmid": "18640954",
"source": "PLoS Med. 2008;5(8):e165",
"title": "Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics"
},
"components": [
{
"factor": "age",
"points": 1,
"present": true,
"value": 35
},
{
"factor": "motor_score",
"points": 4,
"present": true,
"value": 3
},
{
"factor": "pupillary_reactivity",
"points": 0,
"present": false,
"value": "both"
}
],
"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": "impact",
"formula_expression": "IMPACT (Steyerberg 2008 Fig 1): core = age(<=30:0, 31-39:1, 40-49:2, 50-59:3, 60-69:4, >=70:5) + motor(1-2:6, 3:4, 4:2, 5-6:0, 9:3) + pupils(both:0, one:2, none:4); extended = core + hypoxia(yes/suspected:1) + hypotension(yes/suspected:2) + marshall(I:-2, II:0, III-VI:2) + tSAH(yes:2) + EDH(yes:-2); lab = extended + glucose_mmol_l(<6:0, 6-8.9:1, 9-11.9:2, 12-14.9:3, >=15:4) + hb_g_dl(<9:3, 9-11.9:2, 12-14.9:1, >=15:0); p = 1/(1+e^(-LP)); LPcore mort=-2.55+0.275*sum; LPcore unfav=-1.62+0.299*sum; LPext mort=-2.98+0.256*sum; LPext unfav=-2.10+0.276*sum; LPlab mort=-3.42+0.216*sum; LPlab unfav=-2.82+0.257*sum; 6-month percent 1 decimal; not MRC CRASH",
"linear_predictor_mortality": -1.175,
"linear_predictor_unfavorable": -0.125,
"max_score": 15,
"model": "core",
"mortality_6_month_percent": 23.6,
"motor_score": 3,
"pupillary_reactivity": "both",
"score": 5,
"sum_core": 5,
"unfavorable_6_month_percent": 46.9
},
{
"age": 35,
"citation": {
"authors": "Steyerberg EW, Mushkudiani N, Perel P, Butcher I, Lu J, McHugh GS, Murray GD, Marmarou A, Roberts I, Habbema JDF, Maas AIR",
"doi": "10.1371/journal.pmed.0050165",
"id": "steyerberg-2008-impact",
"pmid": "18640954",
"source": "PLoS Med. 2008;5(8):e165",
"title": "Predicting outcome after traumatic brain injury: development and international validation of prognostic scores based on admission characteristics"
},
"components": [
{
"factor": "age",
"points": 1,
"present": true,
"value": 35
},
{
"factor": "motor_score",
"points": 4,
"present": true,
"value": 3
},
{
"factor": "pupillary_reactivity",
"points": 0,
"present": false,
"value": "both"
}
],
"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": "impact",
"formula_expression": "IMPACT (Steyerberg 2008 Fig 1): core = age(<=30:0, 31-39:1, 40-49:2, 50-59:3, 60-69:4, >=70:5) + motor(1-2:6, 3:4, 4:2, 5-6:0, 9:3) + pupils(both:0, one:2, none:4); extended = core + hypoxia(yes/suspected:1) + hypotension(yes/suspected:2) + marshall(I:-2, II:0, III-VI:2) + tSAH(yes:2) + EDH(yes:-2); lab = extended + glucose_mmol_l(<6:0, 6-8.9:1, 9-11.9:2, 12-14.9:3, >=15:4) + hb_g_dl(<9:3, 9-11.9:2, 12-14.9:1, >=15:0); p = 1/(1+e^(-LP)); LPcore mort=-2.55+0.275*sum; LPcore unfav=-1.62+0.299*sum; LPext mort=-2.98+0.256*sum; LPext unfav=-2.10+0.276*sum; LPlab mort=-3.42+0.216*sum; LPlab unfav=-2.82+0.257*sum; 6-month percent 1 decimal; not MRC CRASH",
"linear_predictor_mortality": -1.175,
"linear_predictor_unfavorable": -0.125,
"max_score": 15,
"model": "core",
"mortality_6_month_percent": 23.6,
"motor_score": 3,
"pupillary_reactivity": "both",
"score": 5,
"sum_core": 5,
"unfavorable_6_month_percent": 46.9
}
],
"path": "/api/calc/impact"
}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/impact' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":35,"edh":false,"glucose_mmol_l":10,"hemoglobin_g_dl":11,"hypotension":false,"hypoxia":false,"marshall_ct":"II","model":"core","motor_score":3,"pupillary_reactivity":"both","tsah":false},{"age":35,"edh":false,"glucose_mmol_l":10,"hemoglobin_g_dl":11,"hypotension":false,"hypoxia":false,"marshall_ct":"II","model":"core","motor_score":3,"pupillary_reactivity":"both","tsah":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/impact' \
-H 'content-type: application/json' \
--data-raw '{"items":[{"age":35,"edh":false,"glucose_mmol_l":10,"hemoglobin_g_dl":11,"hypotension":false,"hypoxia":false,"marshall_ct":"II","model":"core","motor_score":3,"pupillary_reactivity":"both","tsah":false},{"age":35,"edh":false,"glucose_mmol_l":10,"hemoglobin_g_dl":11,"hypotension":false,"hypoxia":false,"marshall_ct":"II","model":"core","motor_score":3,"pupillary_reactivity":"both","tsah":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%2Fimpact&method=POST
const res = await pay("https://api.magentlab.com/api/calc/impact", {
method: "POST",
headers: { "content-type": "application/json" },
body: JSON.stringify({
"items": [
{
"age": 35,
"edh": false,
"glucose_mmol_l": 10,
"hemoglobin_g_dl": 11,
"hypotension": false,
"hypoxia": false,
"marshall_ct": "II",
"model": "core",
"motor_score": 3,
"pupillary_reactivity": "both",
"tsah": false
},
{
"age": 35,
"edh": false,
"glucose_mmol_l": 10,
"hemoglobin_g_dl": 11,
"hypotension": false,
"hypoxia": false,
"marshall_ct": "II",
"model": "core",
"motor_score": 3,
"pupillary_reactivity": "both",
"tsah": 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/impact",
json={
"items": [
{
"age": 35,
"edh": False,
"glucose_mmol_l": 10,
"hemoglobin_g_dl": 11,
"hypotension": False,
"hypoxia": False,
"marshall_ct": "II",
"model": "core",
"motor_score": 3,
"pupillary_reactivity": "both",
"tsah": False,
},
{
"age": 35,
"edh": False,
"glucose_mmol_l": 10,
"hemoglobin_g_dl": 11,
"hypotension": False,
"hypoxia": False,
"marshall_ct": "II",
"model": "core",
"motor_score": 3,
"pupillary_reactivity": "both",
"tsah": 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 | 196 ms | $0.007 |
| 17 h ago | Passed | 402 | 169 ms | $0.007 |
| 22 h ago | Passed | 402 | 144 ms | $0.007 |
Show 10 older checks
| 27 h ago | Passed | 402 | 391 ms | $0.007 |
| 31 h ago | Passed | 402 | 300 ms | $0.007 |
| 36 h ago | Passed | 402 | 163 ms | $0.007 |
| 40 h ago | Passed | 402 | 154 ms | $0.007 |
| 44 h ago | Passed | 402 | 185 ms | $0.007 |
| 2 days ago | Passed | 402 | 229 ms | $0.007 |
| 2 days ago | Passed | 402 | 218 ms | $0.007 |
| 2 days ago | Passed | 402 | 162 ms | $0.007 |
| 3 days ago | Passed | 402 | 175 ms | $0.007 |
| 3 days ago | Passed | 402 | 403 ms | $0.007 |
History
| 11 Oct 2026 | Price changed from $0.005 to $0.007 |